AI engineering for crypto & Web3 businesses
We build the AI systems that make crypto companies faster and safer — support and ops copilots, on-chain investigation, fraud detection, and compliance automation. Read-only, production-grade, and built by engineers who ship real LLM systems.
Built for crypto teams
AI where it's genuinely useful
Not AI as a marketing sticker — systems that remove real cost and risk from crypto operations.
AI Support & Ops Copilot
Deflect support tickets and investigate failed transactions automatically. A user asks “where’s my deposit?” — the assistant reads the chain and your logs, explains what happened, and drafts the reply.
On-Chain Investigation Assistant
Read-only wallet and transaction analysis in plain English: trace flows, cluster related addresses, and summarize activity so your analysts move faster.
Fraud & Anomaly Detection
Surface suspicious transfers and risky patterns in real time, each with an AI explanation your team can act on — not an opaque score.
Compliance & Reporting Automation
AI that works alongside your compliance stack: drafting reports, summarizing cases, and flagging what needs a human. We build the tooling — your team owns the decisions.
Knowledge & Docs Assistants
Production RAG over your docs, protocols, and internal knowledge — with long-term memory and anti-hallucination guardrails, because wrong answers about money are expensive.
Market & Research Intelligence
Synthesize on-chain activity, news, and social signals into clear, sourced briefings for your team — evidence and context, not black-box trading calls.
The right partner for money-grade AI
In crypto, a hallucinated answer or a missed anomaly costs real money. We build AI the way that risk demands — grounded, evaluated, and operable in production.
- Production LLM & RAG systems — not demos: memory, retrieval, and structured outputs that hold up under real traffic.
- Anti-hallucination & evaluation rigor — layered guardrails and LLM-as-judge testing, which matters most when money is on the line.
- Real-time & self-hosted options — keep sensitive data inside your own infrastructure with self-hosted models when required.
- Full-stack + cloud/SRE — we don’t just prototype; we ship, deploy, and operate what we build.
Have a crypto AI project in mind?
Tell us the workflow you want to automate or the risk you want to reduce. We'll scope it with you on a free call.
Book a free callCobalt is an engineering partner. We design and build AI systems — we are not a custodian, exchange, money transmitter, or a licensed financial, legal, or AML/compliance provider. You retain control of funds and all regulatory decisions.