◆ AI / LLM APPS × B2B MARKETPLACES

AI / LLM apps development for B2B marketplaces

We build LLM products that ship — not chat demos. Cost ceilings, fallback paths, evals, observability, and a real moat beyond the prompt. Tuned for b2b marketplaces — Two-sided platforms — supply onboarding, demand acquisition, escrow, payouts, reputation, dispute resolution. Built to handle the messy middle.

◆ WHY MIR

Why teams pick us

B2B marketplaces-grade engineering

Two-sided platforms — supply onboarding, demand acquisition, escrow, payouts, reputation, dispute resolution. Built to handle the messy middle.

AI / LLM apps where it counts

We build LLM products that ship — not chat demos. Cost ceilings, fallback paths, evals, observability, and a real moat beyond the prompt.

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.

◆ B2B MARKETPLACES PAIN POINTS WE SOLVE

Where AI / LLM apps meets b2b marketplaces

Supply-side onboarding that doesn't break trust

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

Escrow + split payouts at scale

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

Reputation systems robust to gaming

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

Dispute flows that don't melt CS teams

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

◆ STACK

What we build with

OpenAI Anthropic Claude Vercel AI SDK LangChain / LlamaIndex (when justified) Postgres + pgvector Inngest / Trigger.dev Braintrust / Langfuse evals
◆ PROCESS

How we ship

  1. Define the eval set before you write the prompt.
  2. Ship a thin vertical slice in week 1 to learn the real failure modes.
  3. Add cost ceilings, retries, and human-in-the-loop where reliability matters.
  4. Instrument every call — latency, tokens, $, eval pass-rate.
◆ START A PROJECT

Tell us what you're building

We respond within 24 hours. NDA available on request.