7Block Labs on Privacy‑Preserving Computation Innovations

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So, here’s the deal: they're asking you to incorporate privacy features into on-chain or hybrid workflows, but the catch is you need to do it without throwing a wrench in the timelines or messing up any audits. Let’s talk about some of the common headaches we often run into:

When you're dealing with analytics or settlements across different partners and regions, it’s super important to show that you're following the rules set by major standards like SOC 2 Type II, GDPR, and HIPAA. Keeping everything compliant is key! Legal really prioritizes having strong isolation and clear audit trails, while the engineering team is all about maintaining that swift performance.

Sure, those ZK and FHE pilots might work like a charm on laptops, but once you try to scale them up for production, they really start to struggle. You often find yourself facing those annoying latency spikes, and let’s not even get started on those unexpected GPU costs that catch finance off guard. Plus, the third-party prover service level agreements just don’t match up with the risk limits that procurement has set. It can definitely be a headache!

Since Ethereum rolled out Dencun/EIP-4844 on March 13, 2024, everyone’s been crossing their fingers for those Layer 2 costs to drop fast. If your setup is still hitting those high calldata rates or sticking with the non-blob routes, you’re really going to miss out on the benefits that rolled out after 4844. (blog.ethereum.org).

So, TEEs might seem all fancy on a whiteboard, but when it comes to audits, they just don't cut it. There are no attestation-gated keys, you can't find any proof in KMS or CloudTrail, and the enclave images are just built in debug mode. Not exactly confidence-inspiring, right? (docs.aws.amazon.com).

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Hey, just a heads up: If you happen to miss the next quarterly release, don’t count on procurement to be all that flexible with the budgets. If you can't show any SOC 2 evidence, you might end up dragging out your sales process into the next quarter. Not keeping an eye on the L2 fee curve? That’ll definitely put a dent in your unit economics. Hey, let’s dive into L2 fees and data availability (DA) costs because there have been some pretty big changes lately. So, here’s the deal: blobs are now being priced in their own fee market, and they’ll run you about 1 gas per byte. Just to give you some perspective, that’s way cheaper than calldata, which is sitting around 16 gas per byte. On top of that, each block can handle roughly 3 blobs. Pretty neat, right? Teams that didn’t take a fresh look at their data processes ended up shelling out way more than they needed to--sometimes by a jaw-dropping 10 to 100 times! Can you believe that? You can check out more on this over at prestolabs.io. The world of ZK infrastructure is constantly changing. For example, Plonky3 is cranking out more than 2 million hashes per second on regular everyday machines. It's pretty impressive! On top of that, zkVMs like SP1 are introducing GPU provers and setting up a decentralized market for provers. They’re even coming up with specific pricing based on the resources needed for each program, which they’re calling PGUs. Pretty interesting stuff! If you're not getting ready for "ZK Moore's Law," there's a good chance your infrastructure investments could become outdated before you even realize it. (polygon.technology).

• It’s really important to stay on top of security. Some recent independent research has found some pretty significant soundness and completeness bugs in those popular zkVMs. Auditors aren’t just going to ask if you had a one-time audit anymore; they’re going to want to dig deeper and see what you’ve been up to since that last check-in.
  (arxiv.org).

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We effortlessly mix cryptography with things like procurement, audit, and delivery processes. We're really all about keeping privacy easy to audit, showing clear cost trends, and speeding up how quickly you see results.

1. Choose the right primitive for what you’re working on. Forget about any biases--just think about the constraints you have and the return on investment you’ll get.

• Fast business logic and settlement checks: If you’re looking for speed, definitely consider using the latest zkVMs that utilize GPU provers, like SP1 Turbo. Alternatively, you might want to explore PLONKish circuits from Plonky3, especially if your tasks are heavy on recursion. Trust me, it makes a difference! Get ready for some big upgrades! You’ll notice a huge boost in both latency and costs when you compare this to the older zkVM versions. Plus, there’s now a cool way to do real-time block proving on solid GPU clusters. It’s a game changer! (blog.succinct.xyz).
• Keeping things under wraps but sharing what’s needed: Take a look at Aztec’s Noir-based circuits and their private rollup setup. We're really talking about programmable privacy here, which is designed to mesh nicely with public Ethereum. The developer tools are really coming along and are great for situations where we need to share information selectively, such as with payroll and governance. (aztec.network).
• Secure computing without trust issues: Check out Fully Homomorphic Encryption (FHE) for cases where you want to keep everything super private--like in private bidding or risk scoring--so that plain text never gets exposed. Zama’s TFHE and Concrete ML have really improved lately, bringing some impressive speed and GPU support along the way. And let's not forget about Fhenix’s CoFHE, which is showing off some great EVM-friendly encrypted computing on testnets! It’s exciting to see such advancements in the field! Feel free to use these tools sparingly when ZK redaction doesn’t fully cut it. (zama.ai).
• Quick cross-organizational analytics and custody controls: If you're looking for a way to manage keys and handle multi-party computations efficiently, you might want to explore MPC and threshold cryptography, like MPC-CMP. It’s a game-changer when you need speed! Modern protocols have really come a long way! They can simplify the signing process to just one round, which is pretty impressive. Plus, they’re designed to handle air-gapped shares, making things even smoother. (fireblocks.com).
• Audited data that’s under the microscope: Make sure to use TEEs with keys that require attestation. If you're looking into hardware isolation and want to ensure secure access, you might want to check out AWS Nitro Enclaves. They work great with KMS "Recipient/attestation document" policies. On the other hand, if you're leaning towards Azure, their Confidential VMs using SEV-SNP or Intel TDX are definitely worth considering! This method makes it easier for you to gather your SOC 2 evidence while still managing to get everything shipped out on time. (docs.aws.amazon.com).

Engineer for post‑4844 economics, not 2023 assumptions

• Send the route rollup info through transactions that include blobs. These folks have their own pricing setup, which is different from the regular gas fees. And they can really cut down on those DA costs! If you're still sending calldata, you're basically throwing your money away! Make sure to utilize the blob path and support it with some on-chain telemetry data as well. (blog.ethereum.org).

Alright, here’s the scoop: right after the Dencun update, base data costs dropped to nearly nothing. Plus, in just the first 33 hours, L2 fee curves really took a dive as blob usage started to ramp up. It was quite the shift! So, when you're figuring out your total cost of ownership (TCO), just keep in mind that it's typically around 1 gas per byte for blobs. And don't forget to handle those blob base fees on their own--they're a separate thing! (coingecko.com).

3) Externalize proving first; internalize later

• Start by exploring a provider marketplace or consider using a managed service. This can really help you cut down on those initial expenses and keep everything on track!
• Succinct Prover Network: With this, you can pay for each PGU, pick from various latency options, and even bundle services to help cut down on your on-chain verification expenses. You can use PROVE to handle your payments, and feel free to jump into auctions to score the best deal on PGUs! Check it out here.
• RISC Zero Bonsai: Think of this as a top-notch proving API designed for businesses. It’s all about parallel scaling and has an amazing success rate of 99%. 9% uptime. If you want to dive deeper into it, check it out here! Once you notice a consistent volume coming in, it's a good idea to get a GPU cluster up and running. Switching to a specialized prover, such as the SP1 Turbo GPU or a setup based on Plonky3, can really help optimize your cost of goods sold (COGS) as you increase your usage. Trust me, it’ll make a difference! If you want to dive deeper into this, check out this blog post. It’s got all the juicy details!

4) Make Privacy “Audit-Friendly by Design”

Make use of KMS attestation conditions to ensure that decrypted secrets are only shared with trusted enclaves. With your CloudTrail and KMS logs, you'll have some really solid proof for your SOC 2 compliance. They'll clearly show you "who accessed what and when," making everything a lot easier to track. "Want to dive deeper? You can find more info right here. Enjoy exploring!"

Make sure you keep an eye on your cryptography migrations to NIST's Post-Quantum Cryptography (like ML-KEM, ML-DSA, and SLH-DSA, with HQC as a backup). This is super important for addressing that pesky “harvest-now-decrypt-later” issue. Auditors are starting to pay a lot more attention to this, especially when it comes to sensitive data that's been around for seven years or longer. If you're curious to learn more about it, check it out here. It's got all the details you might be looking for!

Hey, just a quick reminder to make sure you include zkVM adversarial testing in your CI process--kind of like what Arguzz does! And don’t forget to get some independent audits done, too. It’s a smart way to catch any sneaky soundness bugs before they turn into bigger problems down the line. Trust me, it’s worth it! If you’d like to dive deeper into this topic, you can check out more details here.

1. A Delivery Plan That Clearly Highlights Procurement Opportunities.

We're kicking off a 90-day trial, and here's what it will involve:

• We’ve got a handy privacy architecture decision tree that helps you choose between ZK, FHE, MPC, and TEE, all based on your specific data classification and service level agreements (SLAs). We've got a plan ready to roll out after the 4844 DA, and it includes some clear-cut fee reductions that you can actually measure. So, we need to focus on a few things: mapping out our SOC 2 controls, creating a solid evidence plan, and making sure we have updated our DPA and data maps.

We're diving into some exciting projects with our smart contract development! We’ll be integrating everything smoothly through our blockchain integration services. Plus, we’re making sure it’s all rock solid by backing it up with our security audit services. If you’re looking for a top-notch delivery experience, don’t miss out on our awesome custom blockchain development services and web3 development services. We’ve got you covered!

A) We’re dealing with a confidential request for quotes (RFQ) or procurement, and everything will be settled in a way that you can verify.

• Pattern: The sequencer starts things off by sending out RFQ intents to an L2. So, when it comes to handling bids, we either encrypt them in a secure enclave or use a fully homomorphic encryption (FHE) method. Then, for the settlement part, we add a zero-knowledge proof to confirm that all the auction rules were followed without a hitch.
• Implementation:
  You can use Nitro Enclaves along with KMS attestation conditions to manage bid decryption. Basically, only the code that’s been verified gets to peek at the plaintext. (docs.aws.amazon.com). Once the settlement is done, go ahead and publish a ZK compliance proof. This will show that everything followed the price-time priority rule and that no information got leaked. You can totally check this on the blockchain, but you don’t have to spill all the juicy details. If you’re looking to cut down on expenses, try using blobs to encode your data access (DA). It's a smart way to save a few bucks! (blog.ethereum.org).
• Why it passes audit: You’ll be able to show off your attestation documents, back it up with some solid KMS policy evidence, and have a clear proof of settlement ready to go. Oh, and you know what’s great? The SOC 2 evidence is all integrated in there, thanks to those handy KMS logs! (docs.aws.amazon.com).
• 7Block scope: We’re gearing up to expand the enclave, develop a ZK circuit, integrate L2, and compile an evidence pack for SOC 2. It’s going to be an exciting journey! If you're dealing with a settlement that spans multiple chains, definitely take a look at our cross-chain solutions. They might just be what you need!

B) Private Governance and Workforce Compensation

• Pattern: The details about votes and payroll figures are pretty much secret; all we get to see is the final tally and some evidence that everything’s above board.
• Implementation: We're using Noir circuits to tally up the votes, along with updating private states on Aztec’s rollup stack. So, the final settlement goes down on Ethereum, and we’ve got blob-enabled DA thrown into the equation. (aztec.network).
• Future-proofing: We're making sure everything stays current by incorporating PQC for off-chain signing. So, when you think about signatures in your release pipelines, just picture ML-DSA and SLH-DSA in action. (csrc.nist.gov).
• 7Block Scope: We're getting into some exciting stuff with Noir circuits, rollup integration, and compliance reporting. Can't wait to see where this takes us! Hey, take a look at our dApp development if you're interested! We've got some cool stuff to share!

C) Private credit/risk models with encrypted inputs (no plaintext anywhere)

• Pattern: We're diving into some encrypted borrower details that are being handled with TFHE. All you really see are the score and either a zero-knowledge proof (ZK) or a verified attestation that goes over the policy thresholds.
• Implementation:
  We'll be using Concrete/TFHE for the non-linear scoring stuff, and for those little tweaks and details, we'll go with Concrete ML. We'll also ensure that we have equal support for the GPU backend whenever it’s needed. (zama.ai). So, when it comes to EVM workflows, we'll make sure to handle any sensitive calculations through the Fhenix CoFHE on the Ethereum and Arbitrum testnets. We'll be sharing the results in a careful manner using threshold decryption. (fhenix.io).
• 7Block scope: We're diving into circuit design, crunching some numbers for cost modeling, and laying out a solid migration plan to optimize performance with ZK, particularly in scenarios where latency really counts.

D) An On-chain Analytics Approach That Keeps Your Privacy Intact.

• Pattern: Our goal is to check off-chain proofs that relate to portfolio constraints or risk limits, and then we just share the proof with everyone.
• Implementation: So, we’re rolling with ZK queries using Axiom V2. The cool thing is, the verification gas cost is pretty consistent--around 420k. Plus, the fee setup kicks off at zero, which is definitely a nice perk! It’s 0.003 ETH for the basic queries, but we can totally tweak that if needed. With this setup, on-chain contracts can really rely on off-chain computations, especially after the changes that came with 4844. Take a look at it on GitHub! You might find it interesting!
• 7Block Scope: We’re excited to announce that we're integrating Axiom into our offerings, and we’re also diving into some awesome DeFi development services.

What’s New and Worth Adopting in 2026

As we jump into 2026, there are some really cool trends and innovations that you’ll want to keep an eye on. Alright, let’s dive into what’s been buzzing this year! Here’s a quick overview of all the exciting stuff that’s turning heads.

1. Sustainable Tech Solutions

Climate change is still a big conversation these days, and because of that, sustainable tech is really gaining traction. More and more companies are launching products that not only cut down on waste but also make it easier for people to choose eco-friendly options. These days, it seems like everyone is all about going green! From solar-powered gadgets to biodegradable packaging, eco-friendly choices are definitely in style.

Notable Examples:

• Solar Streetlights: These clever streetlights harness solar energy to brighten up the streets without putting any strain on the power grid.
• Biodegradable Phone Cases: Keep your phone safe and show some love for Mother Earth at the same time!

2. Remote Work Enhancements

Since remote work is clearly here to stay, there are some fantastic tools out there that really help teams work together more smoothly. We've seen some pretty cool advancements in video conferencing platforms and project management tools lately. They're really stepping up their game to make our workflows feel a lot smoother.

Top Picks:

• Miro: This is a fantastic online collaboration tool that really shines when it comes to brainstorming. Whether you're working solo or with a team, it's super handy for getting all your ideas down in one place!
• Slack with Workflow Builder: It's super handy for automating those boring, repetitive tasks you deal with all the time.

3. Health and Wellness Tech

In 2026, we're really seeing a surge in health and wellness gadgets! It’s pretty exciting how many new tools and tech are popping up to help us stay on top of our health game. Whether you’re into smart gadgets or apps that help boost your mental health, there’s really something out there for everyone who's on a journey to feel better and improve their well-being.

Must-Haves:

• Smart Fitness Trackers: These handy gadgets keep an eye on how much you're moving and help track your sleep habits.
• Mental Wellness Apps: If you’re looking to unwind and practice mindfulness, apps like Headspace and Calm are fantastic options. They really help with stress relief and can make a big difference in your day!

4. AR and VR Experiences

Augmented Reality (AR) and Virtual Reality (VR) are really starting to take off in the worlds of gaming and education. It's exciting to see how these technologies are changing the way we play and learn! These technologies aren’t just cool; they’re really transforming how we learn and making entertainment way more enjoyable.

Highlights:

• Educational AR Apps: Dive into challenging subjects with fun, interactive graphics that make learning a breeze.
• Immersive VR Games: Dive into incredible worlds where reality and fantasy intertwine. It’s easy to lose track of time when you’re exploring these epic adventures!

5. Decentralized Finance (DeFi)

Cryptocurrency and blockchain tech are constantly changing, and decentralized finance (DeFi) is really at the forefront of this evolution. The goal of this movement is to build a financial system that everyone can access and use, and the best part? It’s all open-source!

Key Features:

• Lower Fees: You can make transactions with way lower costs than what you'd normally see at a bank.
• Easier Access for Everyone: If you've got an internet connection, you can join in!

Wrap-Up

As you make your way through 2026, don’t forget to keep these exciting innovations on your radar! They not only promise to simplify our lives, but they also fit perfectly with the way our world is evolving. Go after what really speaks to you, and let’s make this year both enjoyable and super productive!

• You know, blob economics are pretty interesting! There's definitely a noticeable fee market going on, and it looks like blob data is sitting at around ~1 gas per byte. Just a quick reminder to double-check that your pipeline is fully set up for blob compatibility! (prestolabs.io). Proving has turned into a bit of a competitive battlefield these days--it's not just one vendor calling the shots anymore. SP1’s GPU prover and the Succinct Prover Network are really changing the game by making throughput more accessible and letting you actually bid on latency through open auctions. So, you pay based on how much PGU you use and can bundle things together when latency allows. It’s a whole new vibe! (blog.succinct.xyz). Wow, things are really picking up speed in the proof performance arena! Plonky3 is cranking out more than 2 million hashes per second on those nifty Apple M-series chips. Plus, SP1 is shooting for block proving times of less than 12 seconds using regular consumer GPUs. It's exciting to see how quickly this tech is advancing! Hey, just a heads up! If you're basing your calculations on last year's expenses, you could be spending more than you need to. (polygon.technology). FHE is moving past that "this is an interesting research project" stage and stepping into the realm of being a real, usable tool. With TFHE-rs working on GPU alignment and Concrete ML zeroing in on large language models (LLMs), we're starting to see encrypted computing become a lot more practical. Exciting times ahead! On top of that, Fhenix’s CoFHE is providing Solidity developers with a path they’ll easily recognize.
  (zama.ai). Hey, just a heads-up: your Trusted Execution Environments (TEEs) will be all set for audits if you tie them to your KMS attestation policies. It might be worth checking out Azure's DC/EC series, like SEV‑SNP or Intel TDX, or even Nitro Enclaves. Those can really boost your security, especially when you combine them with recipient-based decryption policies. (learn.microsoft.com). To keep zkVM secure, it's super important to be testing regularly. Don't forget to throw in some adversarial tools like Arguzz into your CI processes. They'll really help step up your game! (arxiv.org).
• Making the switch to PQC is a must these days! FIPS 203, 204, and 205 wrapped up in 2024, and HQC was picked in 2025 as a backup for ML-KEM. So, it’s really time to get serious about incorporating crypto-agility into your key endpoints and signing processes for artifacts. Trust me, it’ll pay off in the long run! (csrc.nist.gov).

Default Technical Specs We Use

Let me give you a quick rundown of the standard tech specs we usually go with. It's always nice to be aware of the guidelines we stick to!

Hardware

• Processor: You’ll want an Intel Core i7 or something similar.
• RAM: 16GB minimum
• Storage: 512GB SSD
• Graphics: You’ll want an NVIDIA GeForce GTX 1660 or something even better.

Software

• Operating System: You'll need Windows 10 or a newer version.
• Development Tools:
  • Visual Studio Code
  • Git
  • Docker

Network

• Bandwidth: You’ll want at least 100 Mbps.
• Latency: It’s under 25 milliseconds.

Security

• Encryption: We use AES 256-bit to keep your sensitive data super secure.
• Authentication: You'll need to set up multi-factor authentication (MFA).

Don’t hesitate to get in touch if you have any questions or need more details about any of these specs! I'm here to help!

• ZK stack options
• Provers: Have a look at the SP1 Turbo GPU--it’s pretty cool! Or, if you're feeling adventurous, try out some Plonky3-based pipelines for a little recursion fun. If you’re working with gnark, Halo2, or KZG, good news! There’s optional ICICLE GPU acceleration you can use to boost your performance. Check it out over at (blog.succinct.xyz).
• Prover-as-a-service: If you’re looking for a reliable option, the Succinct Prover Network is definitely worth considering. With their PGU pricing, they really manage to bring down that big ~200k gas verification cost quite a bit. For businesses, you’ve got RISC Zero Bonsai, and it even comes with service level agreements (SLAs). (docs.succinct.xyz).
• On-chain verification: Axiom V2 has arrived, and it’s packed with features! You’ve got a proof verification gas of about 420k, plus the ability to tweak the callback gas to fit your needs. And the best part? The fee floor is set at a sweet 0. 003 ETH. (github.com).
• FHE
  We've got TFHE/Concrete in the mix, and with some approximate PBS, we can ramp things up by about 2 to 3 times, as long as the model tolerances are okay with it. Pretty neat, right? It supports GPU parity and can handle multiple GPUs when you need that extra power. Also, Concrete ML is super useful for tweaking LLMs when you're working with FHE. (zama.ai). If you're diving into the EVM path, definitely take a look at the Fhenix CoFHE testnets. They've got this cool threshold decryption network that allows you to reveal information selectively. It's a neat feature worth exploring! (fhenix.io).
• TEEs
  AWS Nitro Enclaves are definitely worth considering. They come packed with some cool features like the get-attestation-document and KMS Recipient functionality. They’ve got a solid system in place to prevent decryption unless those PCRs really line up. Plus, you can count on CloudTrail logging to have your back for any SOC 2 evidence you might need. (docs.aws.amazon.com). If you’re thinking about going with Azure, definitely take a look at Azure Confidential VMs! They offer some cool features like SEV-SNP and Intel TDX, which are great for keeping your data safe. Plus, if you're in the market for confidential VMs or even confidential GPU options, like the H100, they’ve got you covered when you need that extra oomph and layer of security. (learn.microsoft.com).
• PQC hardening
  Hey, it’s time to shake things up a bit! Why not upgrade your off-chain control planes? Ditch RSA and ECDSA and go for ML-KEM (FIPS 203) for your key exchanges. Also, consider using ML-DSA or SLH-DSA for your signatures. Trust me, your setup will thank you! Oh, and make sure to keep HQC in the back of your mind as a backup option! (csrc.nist.gov).
• Post‑4844 DA
  Alright, here’s the plan: First off, let’s prioritize blob-first publishing. We should also set up some telemetry to keep an eye on blob counts and the related fees. And don’t forget, we need to handle calldata fallback a bit differently--it deserves its own runbook.
  (blog.ethereum.org).

GTM Metrics That Prove Value (and Pass Procurement)

When you’re trying to get the green light from procurement, having the right metrics handy can really change the game. Alright, let’s jump into some important GTM (Go-To-Market) metrics that not only highlight your worth but also make navigating the procurement process a whole lot smoother.

Revenue Growth

This one’s a no-brainer. When people think about success, revenue growth usually pops into their heads first. Keeping an eye on your revenue over time is a great way to see how well your go-to-market (GTM) strategy is working. Make sure to present:.

• Year-over-Year Growth: This is a great way to see how well your hard work is really paying off!
• Monthly Recurring Revenue (MRR): This is super important for subscription-based businesses because it gives you a clear picture of your consistent income every month.

Customer Acquisition Cost (CAC)

Figuring out how much it actually costs to attract a new customer is really important. Keep an eye on:.

• Total Sales and Marketing Costs: This covers all the expenses, such as advertising and salaries, that go into promoting and selling our products.
• New Customers Gained: Just take those two numbers and divide one by the other to find your Customer Acquisition Cost (CAC). Who doesn't love a lower CAC? It's definitely a big win!

Customer Lifetime Value (CLV)

This metric gives you a clear picture of how valuable a customer is throughout their entire relationship with your business. It's super important for showing that a business can be profitable over the long haul. To calculate CLV, consider:.

• Average Purchase Value
• Average Purchase Frequency
• Customer Lifespan

A solid CLV/CAC ratio--ideally around 3:1--really indicates that you’re making smart choices when it comes to bringing in new customers.

Net Promoter Score (NPS)

NPS is such a great tool for figuring out how happy customers are and how loyal they feel. Want to get some feedback? Try this straightforward question: “On a scale of 0-10, how likely are you to recommend our product?” It’s super easy to use, and here's how you can make the most of it:

• Promoters (score 9-10): These folks are your biggest fans!
• Passives (score 7-8): They’re feeling okay about things - not jumping for joy, but definitely not unhappy either.
• Detractors (score 0-6): It’s time to dive into their feedback and make some changes!

Time to Market

The speed at which you can launch a product really plays a huge role in how competitive you are in the market. Getting your product out there quicker means you can jump on new opportunities as they come up. Track:.

• Development Cycle: So, how long does it actually take to go from that initial idea to launching a product?
• Market Response Time: How fast do you usually adjust based on what the market is telling you?

Churn Rate

Retaining your current customers is just as crucial as bringing in new ones. Your churn rate basically shows you how many customers you’re losing over a specific time frame. To calculate it, use:.

To figure out the change in customers, you just take the number of customers you had at the beginning of the period, subtract the number you have at the end, and then divide that by the number you started with. So it looks like this: (Customers at Start - Customers at End) / Customers at Start.

When churn is low, it usually means customers are pretty happy--and that’s music to the ears of anyone in procurement!

Sales Cycle Length

This metric can give you a good sense of how long it usually takes to wrap up a sale. If your sales cycle is on the shorter side, it’s a good sign that your go-to-market strategy is hitting the mark. On the flip side, a longer sales cycle could mean there's some room for improvement in your approach. Track:.

• Average Days to Close: This tracks how long it takes, from the moment you first reach out to when the deal is wrapped up.

Conclusion

When you're trying to make a solid case for your go-to-market strategy, these metrics can really make you stand out. When you shine a light on things like growth, expenses, customer satisfaction, and efficiency, you're not just showing how valuable your method is; you're also making it way easier for the procurement team to give a thumbs-up. Just remember to keep these metrics handy the next time you're presenting your strategy!

We really focus on aligning our cryptography work with our business goals. So, here’s a quick rundown of the benchmarks we set during our pilot projects and the strategies we use to hit those goals:

Hey there! So, you know how we’re all about improving efficiency? Well, after the whole post-4844 transition, we’re really hoping to cut down our cost per transaction significantly. In fact, we’re shooting for a reduction of at least 10 times just by making the switch to blobs. Exciting, right? Alright, let’s dive into some actual on-chain blob fee stats to back this up. If you’re curious to dive deeper into it, you can find more info here. Enjoy exploring!

• Proof latency p95:
  We're aiming for under 12 seconds for block-sized tasks with GPU provers, like the SP1 class, and utilizing marketplace capacity. We're going to bundle up the slower flows to help cut down on fees. If you want to dive deeper into the details, just check it out here. It's got all the info you need!
• Verification gas per proof: We're looking to hit around 200k if we go with batch aggregation. Alternatively, we could stick with Axiom V2, which has a fixed cost of about 420k, plus some extra for callback gas. What do you think? We should definitely highlight the savings before and after aggregation.
  If you want to dive deeper into this, you can check it out here. Happy reading!
• Audit evidence completeness: Our goal is to get all of the KMS attestation logs for decrypts--aiming for that perfect 100%! We’re also including enclave measurements in our policies. If you're looking for more info, you can check it out here.
• PQC coverage: Our goal is to make sure that by the end of the pilot, at least 80% of those off-chain endpoints are transitioned to ML-KEM/ML-DSA. Hey, if you're looking for the latest updates, you can check out this article here.
• Delivery speed: We’re aiming to have our MVP wrapped up in around 90 days. Once the numbers start looking good, we'll smoothly shift from using the prover marketplace to running everything on our own GPU cluster.
• Procurement fit: It’s important for us to have a reliable Total Cost of Ownership (TCO) model set up. This should cover things like PGU-priced proofs, blob DA fees, and GPU amortization. Also, let’s make sure we have our vendor SLAs sorted out and a thorough risk register that lines up with SOC 2 and ISO 27001 controls.

How We Engage

When it comes to connecting with our community, we really prioritize creating authentic relationships and encouraging meaningful conversations. Let me give you a sneak peek into how we pull this off:

Communication Channels

We really value being straightforward and keeping the lines of communication open. That's why we make sure to use a bunch of different channels. This way, everyone can easily get in touch with us and keep up with what's happening.

• Social Media: Stay in the loop by following us on Facebook and Twitter. We’re always sharing the latest news and updates there!
• Newsletter: Don’t miss out! Join our monthly newsletter and receive handpicked content delivered right to your inbox. It’s a great way to stay in the loop!
• Community Forums: Come hang out in our forums! It’s a great place to share your ideas and connect with fellow members. We’d love to hear what you think!

Events and Workshops

We’re all about connecting folks! Take a look at some of the exciting events we have coming up:

• Webinars: Join us for some fun and engaging sessions where we'll dive into interesting topics that really matter to our community.
• Workshops: These are really cool opportunities where you get to dive in and learn by doing, all while connecting with others who are on the same journey.
• Meetups: These are laid-back get-togethers designed to create connections in a chill atmosphere.

Feedback and Collaboration

We really value your thoughts! We're always on the lookout for feedback so we can keep getting better and changing with the times.

• Surveys: We like to send out surveys to hear what you think and get your suggestions. Your feedback really matters to us!
• Collaborative Projects: We’d love for you to team up with us on projects that really resonate with you!

Reach Out Anytime

Hey there! Just a quick reminder that we’re only a message away. If you’ve got any questions, cool ideas, or if you just feel like having a chat, don’t hesitate to hit us up! Absolutely, let's keep chatting! What’s on your mind?

• Design + Build: We really love what we do when it comes to architecture and making things happen! Check out our custom blockchain development services and web3 development services to see how we can help bring your ideas to life.
• Smart Contracts and ZK Circuits: Our fantastic smart contract development team is hard at work putting together circuits, verifier contracts, and all the L2 connections we need.
• Integration + Data: We simplify the process of linking up your ERP, BI, and IdP systems with our handy blockchain integration services. It's all about making those connections smooth and hassle-free!
• Security and Audit Preparedness: Don't worry, we've got your back! From threat models to formal reviews, and even SOC 2 evidence packs, our security audit services are here to help you stay on top of things.
• Cross-chain and asset workflows: We’re all about those privacy-friendly bridges and real-world assets (RWAs). Check out what we’re doing with our cross-chain solutions development and asset tokenization services!

Implementation Notes and Pitfalls to Avoid

Starting a new project? There are definitely a few things you’ll want to keep in mind to make the journey a lot smoother. Here's a helpful list of notes and things to watch out for that can make your journey through the implementation phase a bit smoother.

Key Implementation Notes

1. Define Clear Objectives
   Before you dive into coding or launching any new feature, it’s super important to have a clear goal in mind. Take a moment to write down your goals so that everyone knows what to expect. It really helps to keep everyone aligned!
2. Involve Stakeholders Early
   Make sure to gather feedback from the people who’ll actually be using your project. Their insights can really help you avoid any bumps in the road and make sure everything stays on track with what they need.
3. Break It Down
   Break your project down into smaller, bite-sized pieces. It's way easier to handle that way! This approach lets you tackle things one at a time, so you won't get that overwhelming feeling creeping in. Plus, it really simplifies keeping tabs on your progress.

Version Control is Key. Definitely give version control a try, especially Git! It's a game changer for keeping things tidy and letting you see what changes you've made along the way. It's super helpful! You'll definitely be glad you did it when you need to switch back to an earlier version later on!

1. Document Everything
   Don’t skip on documentation. Taking notes on decisions, code changes, and project specs can really help you avoid a lot of headaches later on. Trust me, it’s totally worth it!

Common Pitfalls to Avoid

• Ignoring Testing
  Honestly, make sure you don’t skip testing your code! I know it might feel like a bit of a chore, but nipping those bugs in the bud can really save you from running into way bigger problems down the road.
• Overcomplicating Solutions
  You know, sometimes the simplest answer really is the best one. Try not to get caught up in building complicated systems unless you really need to. It's often better to keep things simple.
• Failing to Communicate
  Make sure to keep chatting with your team regularly. Regular check-ins are a great way to catch any issues before they turn into bigger headaches down the road.
• Neglecting User Feedback
  Once your project is up and running, make sure to pay attention to what users are saying. It's super important for making improvements and making sure your project really hits the mark for what they need.
• Being Too Stuck on Plans. Stay adaptable! Sometimes you’ve got to switch things up when you get new info or feedback. Don't hesitate to tweak your plans when you need to. It's totally okay to change things up!

If you hang onto these notes and steer clear of the usual mistakes, you're really putting yourself in a great spot for a successful rollout. Happy coding!.

Make sure to keep your debug enclaves and production keys separate. It's super important! KMS doesn't really get along with attestation when it's in debug mode, and there's a pretty good reason for that. Be sure to stick to your policies before any secrets start to slip through the cracks! (docs.aws.amazon.com).

• Watch out for the trap of using the same basic approach everywhere. TEEs are really great when it comes to managing confidential info and keeping your keys secure. Stick with ZK for checking rules and keeping trust levels low on-chain, and save FHE for those times when it’s really crucial. Hey, just a quick reminder to keep the overheads from SNARK-wrapping in mind! If you’re using a STARK-based prover and aiming for L1-friendly verification, it’s definitely something to consider. Make sure to watch out for latency, especially since Groth16 has this super quick ~6 seconds, while PLONK can take around ~70 seconds due to some extra overheads. You might wanna consider aggregating proofs too--it could really help streamline things! (docs.succinct.xyz). Hey, just a heads up! When you're working with your zkVMs, don't forget to run some tests in those tricky adversarial scenarios during continuous integration (CI). Also, make sure to keep your cryptographic crates secured. You’d be surprised how even the most popular and well-audited libraries can have hidden bugs, according to real-world research. Better safe than sorry, right? (arxiv.org). To get started with post-quantum stuff, let's dive into using off-chain control planes and signing artifacts. It's a solid way to lay the groundwork! Let the ecosystem's roadmaps handle the on-chain signature migration, but make sure you're staying flexible and adaptable in the crypto world right now. (csrc.nist.gov).

If You Need a Concrete Pilot Blueprint

Alright, here’s a great plan to kick things off for designing your own pilot:

1. Research Your Topic
   Take some time to really think about what you want your pilot to be all about. Take a little time to check out some similar shows and figure out what’s hitting the mark and what’s totally missing it. Think about who you're talking to and what will really connect with them.
2. Create a Logline
   Sure! Here’s a fun one-liner: "Join us for an entertaining ride where we dive deep into the latest trends, share hilarious stories, and spark thought-provoking discussions!" Think of this as your guiding star; it'll keep you centered on the main idea.
3. Outline Your Episodes
   Sure! Let’s break down the first season with a quick look at what happens in each episode.

Episode 1: The Beginning
We kick things off by getting to know our main characters and the world they live in. There’s a big event that shakes things up and sets the stage for everything that follows. We really get a sense of the tone and what’s at stake.

Episode 2: The Challenge
In this episode, our protagonists face their first big hurdle. It's a tough situation that tests their resolve and pushes them to work together. There's some great character development here as we see how they react under pressure.

Episode 3: The Backstory
Here, we dive deeper into one character’s past. This episode is packed with flashbacks that reveal some key motivations and relationships, providing a richer understanding of what drives them.

Episode 4: The Conflict
Things heat up as rivalries come to the forefront. We see tensions rise, leading to some intense moments that keep you on the edge of your seat. It’s all about power plays and stakes getting higher.

Episode 5: The Turning Point
This episode is a game-changer. Our characters make some risky moves that could either pay off big time or blow up in their faces. You can really feel the weight of their decisions here.

Episode 6: The Climax
We’re building toward the season finale, and everything comes to a head. Big revelations drop, and loyalties are tested. It’s an emotional rollercoaster that leaves you wanting more.

Episode 7: The Resolution
In the finale, we see the fallout from the previous episode’s chaos. Characters make tough choices, and we finally get some answers to lingering questions. The season wraps up nicely while leaving hints of what could come next.

So there you have it! A quick rundown of the first season that sets up a lot of juicy stuff for later on. Exciting, right? Take a moment to reflect on the storylines, the ups and downs, and how the characters grow throughout the series. There’s a lot to unpack in terms of their journeys and struggles!

1. Develop Your Characters
   Craft detailed character profiles. Getting to know their backstories, what drives them, and their little quirks is key to writing them in a way that feels real. It’s all about bringing those characters to life!

Write the Pilot Script. Alright, it's time to dive in and get those ideas flowing--let's get them down on paper (or type them out)! Make sure to stick to the usual formatting rules and try to aim for around 30 to 60 pages. You've got this! Make sure to keep things interesting and let your characters really stand out!

1. Get Feedback
   Why not share your script with some trusted friends or colleagues? They can give you valuable feedback and help you polish it up. Plus, it’s always nice to get a fresh perspective! Keep an open mind when it comes to their ideas; it might really change things for the better!
2. Revise and Polish
   Take a look at the feedback you got and tweak your script a bit. This is where the real fun begins! It's time to polish your dialogue, give your characters some depth, and really clarify your story. Let's make it shine!

Create a Pitch Deck. If you're ready to step up your game, why not whip up a pitch deck? Don’t forget to add your logline, episode breakdowns, character bios, and any visuals that really help bring your vision to life!

1. Network and Pitch
   Once you've got everything all polished up, it’s time to share your pilot with the world! Check out some networking events or pitch sessions, and don't hesitate to reach out to producers who might vibe with your idea. It's a great way to get your concept out there!
2. Stay Persistent
   This journey can really be a wild ride! Just a little reminder: a ton of successful shows went through a mountain of rejections before hitting the jackpot. It's all part of the journey! Stay fired up about what you love, and don’t throw in the towel!

If you stick to these steps, you'll set yourself up with a great foundation for your pilot blueprint. Good luck! Enjoy the journey!

• Weeks 0-2: We’re going to start by getting our hands dirty with data classification and control mapping. We’ll explore the SOC 2 CC series, along with some important stuff like HIPAA and GDPR. It’s gonna be a great way to set the foundation! We're also planning to put together a decision tree that includes ZK, FHE, MPC, and TEE. On top of that, we'll come up with a data availability strategy for handling blobs. Sounds pretty interesting, right?
• Weeks 3-6: So, during this time, we’re going to kick off a proof of concept (POC) for one of those patterns we talked about earlier. Can't wait to see how it turns out! We're going to roll this out on a prover marketplace that has PGU telemetry in place. Plus, we'll set up KMS attestation policies and get those CloudTrail dashboards up and running.
• Weeks 7-10: Now we’re getting to the exciting part! We’re gonna dive into optimizing circuits with Plonky3 recursion or the SP1 Turbo GPU. Plus, we’re going to explore some aggregation techniques and work on reducing verification gas. It's going to be a fantastic learning experience! We're also going to throw in Axiom V2 wherever it makes sense for your queries.
• Week 11-12: Let’s get down to finalizing the Total Cost of Ownership (TCO) model and outline our game plan for transitioning to internal GPU providers. On top of that, we'll gather all the necessary SOC 2 evidence, whip up the procurement documents, and keep an eye on our risk register.
• By the way: If we're feeling ambitious, we could totally dive into RWA/DeFi workflows using our asset management platform development and DeFi development services. How cool would that be?

The Bottom Line for Enterprise

Let’s make “audit-friendly privacy” a reality! We’ll break down clear fee cuts and make proving costs easy to predict--no more confusing slides or fancy jargon. It’s all about keeping things straightforward and accessible.

• Make sure your cryptography lines up with your procurement process! Kick things off by diving into pay-as-you-go proving right away. You can always tweak your GPU setup later on. Just remember to set yourself up for success by ensuring you're SOC 2 and PQC ready from the start! Stay on top of your deadlines, reduce those unit costs, and keep your options open as the performance of ZK/FHE keeps getting better and better.