◆ AGENT DEVELOPMENT × COMPLIANCE / REGTECH

Agent development development for compliance & regtech

LLM agents that do real work — not loops that hallucinate tool calls. We build agents with bounded autonomy, deterministic fallbacks, and full audit trails. Tuned for compliance / regtech — AML, transaction monitoring, sanctions, KYC, KYB, case management. Built to clear regulator reviews, not impress investors.

◆ WHY MIR

Why teams pick us

Compliance / Regtech-grade engineering

AML, transaction monitoring, sanctions, KYC, KYB, case management. Built to clear regulator reviews, not impress investors.

Agent development where it counts

LLM agents that do real work — not loops that hallucinate tool calls. We build agents with bounded autonomy, deterministic fallbacks, and full audit trails.

Senior team, no pyramid

9+ years building outsourced product teams. Every engineer is a senior shipping production code — not a 5-person team with one architect on top.

◆ COMPLIANCE / REGTECH PAIN POINTS WE SOLVE

Where Agent development meets compliance / regtech

Transaction monitoring rules that scale

We've shipped this in production. We design for it from day one — not as a retrofit.

Sanctions screening with low false-positive rates

We've shipped this in production. We design for it from day one — not as a retrofit.

Case management with full audit trails

We've shipped this in production. We design for it from day one — not as a retrofit.

Evidence pipelines for FCA / FinCEN / MiCA

We've shipped this in production. We design for it from day one — not as a retrofit.

◆ STACK

What we build with

Claude / GPT tool use Vercel AI SDK LangGraph (when needed) Inngest / Temporal for durable steps OpenTelemetry for tracing
◆ PROCESS

How we ship

  1. Map the workflow first — agent only when a deterministic flow can't.
  2. Bound the tool space; never give the agent more than it needs.
  3. Add eval harness for each tool call + end-to-end task success.
  4. Ship with cost ceilings, kill-switches, and human review paths.
◆ START A PROJECT

Tell us what you're building

We respond within 24 hours. NDA available on request.