Ciro Labs

@brycent @Cirolabs we are building a Data Lake for Computer Vision - Video libraries that you can just chat with and talk to and find the right scene, it wouldn’t take much to turn this into a Google cloud type context app for consumers.

We just ran a real verifiable AI inference pipeline end to end: - local model execution on Apple Metal - cryptographic proof generation over the computation - streamed on-chain verification on @Starknet This is not just “AI produced an output.” It is a path toward AI systems whose execution can actually be checked. For this run, we used @Alibaba_Qwen Qwen2-0.5B, executed locally, captured the forward pass, and pushed verification through a 6-step on-chain flow. That means runtime, commitments, proving, and blockchain verification all worked together in one live pipeline. What stands out most to us is that this did not happen only in a specialized datacenter environment. We were able to run locally on Metal, which matters because the future of verifiable AI likely spans more than hyperscalers alone. It has to extend across local devices, edge machines, enterprise systems, cloud GPUs, and eventually decentralized compute networks. The bigger idea here is integrity. Not just speed, cost, or latency, but the ability to verify which model ran, whether weights were bound correctly, and whether the output matches the executed computation path. In many contexts, “trust the provider” is enough. But in others, enterprise workflows, agent systems, third-party inference, auditable environments, stronger guarantees will matter!

ZKML isn’t “AI on-chain” — it’s verifiable computation for for any high-cost inference / large computation. With ZKML circuits on STWO (@StarkWareLtd ), you can prove a claim about a person (uniqueness, membership, liveness, eligibility, reputation) without revealing the biometric, the raw data, or the full output. Think: “I’m verified” ≠ “Here’s my identity.” On @Starknet , that becomes composable: proof → on-chain verify → permissioned access, no centralized KYC database, no silent data reuse. Hard question: can we get to fully trustless on-chain KYC—where the verifier trusts math, not vendors? Below Facial Recognition with Age/Gender Verification - Inference Proved On-Chain by STWO ZKML.

@EliBenSasson Stark ID

Which use cases, other than DeFi, would benefit the most from blockchain? IMO it would be something where the value of integrity, truth, verifiability would be needed. Which use cases fall into that category?

Building infrastructure designed to last decades.

Amazing job with production by @XFounders_camp 2026 LFGrow!

Ciro AI Episode out now! Go watch. 2025 was the year of building, we are now operating strongly in 3 countries. 2026 will be the year for exponential growth! Our AI Lab focused on AI Data Analytics and Computer Vision for industrial companies. ciroai.us

Launching in February. And thanks to the collaboration of @Starknet and @StarkWareLtd for believing in our vision, to be able to scale on cloud computer vision and private llms, through a DEPIN Network of Privacy Enabled Compute through @bitsagenetwork

@XFounders_camp After a great 2025 of building and setting up the foundation, 2026 will be the year for exponential growth! Thank you @XFounders_camp

Kicking off 2026 with a new XFounders Stories episode 🎥 Meet Victor Amaya + Gloria Polio, two founders from El Salvador 🇸🇻 building @Cirolabs , part of our accelerator portfolio. They’re developing a real-time AI agent to bring visibility, intelligence, and faster decision-making to manufacturing and operations. Powered by @StarknetFndn and @StarkWareLtd 🤝 Featuring @don_borgo @lcce01 @henrlihenrli

GM☕️ 2025 wasn’t a massive crypto bull run. #Silver outperformed $Bitcoin 😄 But for XFounders, it was a defining year. Builders > temporary hype 💪 Sharing some numbers 👇 🌍 Bootcamps: 🇸🇻 El Salvador | 1 month | 34 sessions First bootcamp with government presence during the program 🌋 🇮🇩 Bali | 1 month | 45 sessions First Pop-Up City edition 🏝️ 🤝 countless 1 on 1s 🧠 30 mentors joined 🚀 20 startups added 👥 200+ people joined our story 🧩 4 new team members On the media side: 🎬 Startup Warriors | 8 episodes | 2M+ views 📺 XFounders Stories | 70K views 📈 Portfolio: • @FolksFinance token launch | $52M market cap (Dec 25) • @Nebula3_GameFi raised $1M • 70% of S3 and S4 startups secured #Starknet grants 🧑‍🍳What we’re cooking in 2026? • 4 bootcamps with @StarknetFndn • Goal 100 portfolio companies by EOY 2026 •🎬 Jan 5: new Stories episode with @Cirolabs If you start watching the @Nebula3_GameFi episode at 23:55:46 on December 31, you’ll hear @JunSeo_ZTQGames say: “I can do everything for my company.” Honestly, a perfect way to kick off 2026 💪 XFounders will return in 2026 with more bootcamps Join us here 👉bit.ly/XFounders2026 Happy New Year FAM🎉

Proud to represent 🇸🇻 & Central America as one of the first startups breaking ground in Stuttgart’s tech ecosystem 🇩🇪. At Ciro Labs we’re building industrial AI: real-time analytics, computer vision & an ops copilot for industries. 🌍

Salvadoran Startups Break Ground as Central America’s First in Stuttgart’s Tech Ecosystem in Germany. @Cirolabs @ahk_sv elsalvadorinenglish.com/2025/09/22/sal…

@SLVNewsEnglish @ahk_sv We’re proud to be part of this historic milestone 🇸🇻. At Ciro Labs, we’re bringing industrial AI real-time analytics and computer vision from El Salvador to the heart of Europe’s tech ecosystem in Stuttgart 🇩🇪. This is only the beginning. 🌍✨ #CiroLabs #AI #Industry40 #SV

Operations data is sensitive 🛡️ That’s why CIRO AI runs on your terms: ✅ Cloud or On-Prem GPUs ✅ Enterprise security (RBAC, encryption, audit trails) Powerful AI without losing control. ⚡ #CIROAI #Industry40 #SmartManufacturing #AI #DataSecurity #IndustrialAI

A new image, the same mission ✨ At Ciro Labs we believe data should empower, not overwhelm. That’s why we built CIRO AI: the copilot that unifies ERP, sensors & cameras into one flow → turning blind spots into real-time decisions ⚡ #CIROAI #AI

❌ 90% of industrial data is stuck in silos → blind spots & lost margins. ✅ CIRO AI unifies it into one flow and acts in seconds.

Data is powerful. But data + vision is unstoppable. With CIRO AI, every camera event links to your assets, tickets & processes so you know what happened, where, and why in seconds. ⚡ #AI #ComputerVision #CIROAI #Industry40

CIRO Labs is at Volcano Innovation Summit 2025 in Guatemala 🇬🇹! We’re showcasing CIRO AI the AI copilot that unifies data, vision, and automation to transform industries in real time 🚀 #VolcanoInnovationSummit #CIROAI #AI #Innovation #Guatemala

youtube.com/watch?v=8Xm0Xg… @k1elsalvador was part of the @XFounders_camp Bootcamp in El Salvador, organized with @StarknetFndn A one-month program bringing founders, mentors, and ecosystem partners together around Bitcoin and startup building.

The El Salvador bootcamp organized with @StarknetFndn is over and we are already gearing up for the next one in Bali 🚀 We miss the energy and the founders, so until then we will share some throwbacks. One of them was the final week, when @don_borgo gave our startups the last push before demo day 💥 🎯 Strategic narrative workshop 👀 1:1s sharpening GTM & positioning ⚡️ Intensity and actionable feedback A true champ 🙌 Want to join the next bootcamp as a startup? Learn more 👉 bit.ly/bali-season4 #Bitcoin #Bootcamp #StartupMarketing @pintopay_me | @everminer_io | @Cirolabs | @Airbtconline | @k1elsalvador | @MARSBASEio | @Nebula3_GameFi | @owb_studio | @beincrypto_es | @BeInCrypto_BR | @beincrypto