We build the systems your AI demo can't.
You built it with AI and it almost works. We take it the rest of the way: fix what’s stuck, build what it couldn’t, and harden it for real users.
The wall every AI-built app hits.
Anyone can build an application now. The last stretch, from something that runs to something you can trust, is our entire job.
The bug it can’t fix
The model patches symptoms in circles while the root cause lives in an interaction too large to hold in context.
The feature it can’t build
Payments, auth, third-party integrations: places where a plausible guess is a liability, not a draft.
The load it never met
Fine for one user in a demo; down at a hundred. Scale is a design decision, not a patch.
The review it can’t pass
Security, compliance, due diligence. Someone qualified has to own the answer.
Rescue Sprint
For the app that’s stuck: bring the AI-built application. The engineer who would do the work diagnoses it with you on a call, fixes what is broken, and hands it back production-ready. No sales layer, no public price; scope is set on the call.
Nine disciplines, one team that ships.
When the fix is bigger than a sprint, nine practices take a system from where it stalled to production, end to end.
AI & Machine Learning
End-to-end ML systems with MLOps built in. NLP, computer vision and predictive analytics that work in production.
02 / SECURITYCybersecurity & Compliance
Vulnerability assessments, threat detection and audit-ready compliance: SOC 2, ISO 27001, HIPAA.
03 / CLOUDCloud Architecture
AWS, Azure, GCP. Kubernetes, Terraform, Pulumi. Serverless, event-driven, multi-cloud, observable by default.
04 / SOFTWARESoftware Development
Web and mobile apps with React, Next.js, React Native. REST & GraphQL APIs. PWAs that work offline.
05 / STARTUPSStartup Tech Consulting
MVP architecture, technology roadmaps, hands-on guidance from build through scale and raise.
06 / POC → PRODPOC-to-Production
Cursor and Copilot get you a demo. We get you to production: bugs fixed, security hardened, CI/CD wired.
07 / BLOCKCHAINBlockchain Development
Smart contracts in Solidity, Rust and Move. Custom chains, L2 rollups, audited and gas-optimized.
08 / WEB3 & DEFIWeb3 & DeFi Engineering
DeFi protocols, dApps, wallet integrations, indexers and NFT platforms: the application layer of Web3.
09 / CRYPTO BIZCrypto & Web3 Solutions
Exchanges, payment gateways, custody, tokenomics and KYC/AML compliance for crypto businesses at scale.
Production systems, measured outcomes.
Microservices, observable by default.
A reference architecture used across our fintech and AI engagements. Independent deployability, separation of concerns, monitoring from day one.
