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AI · MCP · Automation studio

AI agents, RAG & automation that actually ship.

We build AI agents and MCP integrations, retrieval (RAG) over your data, agentic & security automation — and the reliable infrastructure to run it in production. Tested end-to-end, shipped, not slideware.

01

What we build

From a one-off automation to a full system — pick a lane, or let us scope it.
agents

AI agents & MCP

Custom agents and Model Context Protocol servers that connect models to your tools, data, and APIs — so they take action, not just chat.

retrieval

RAG systems

Retrieval-augmented generation over your docs, code, and knowledge — accurate answers grounded in your own data.

automation

Agentic workflows

Multi-step workflows that research, decide, and execute across systems — the boring work, automated reliably.

security

Automated security workflows

Continuous checks, triage, and response automation — security that runs itself instead of sitting in a backlog.

reliability

Reliability & platform

SRE practice, observability, DORA metrics, and cloud architecture (AWS) — systems that stay up under load.

build

Product builds

Full-stack SaaS from idea to deployed, instrumented product on modern stacks — fast.

⭐ flagship service

AI Production-Readiness Audit

Is your AI agent actually ready for production? We score it across reliability, security, observability, cost control, and evals — then hand you a prioritized, fix-it-this-week plan to make it production-grade. Run by an SRE who does this for 30+ AWS accounts. Founding $997 (reg $1,500).

Free Scorecard first → Book the Audit — $997 →

Not sure what you need yet? Most clients don't, at first. We start with a short scoping call, map the highest-leverage win, and ship something real in days — not a six-month proposal.

Scope my project →
02

Tools we've shipped

We don't just advise — we run our own products in production.
03

Agent Production-Readiness Audit

You shipped an AI agent. In 48–72 hours, I tell you exactly where it breaks in production — and what to fix first.
fixed scope · fixed price · senior SRE

A reliability review of your agent — same discipline I'd apply to a production system, applied to the thing your business now bets on.

For founders and engineering leaders whose agent touches money, customer data, or takes real actions. I review the actual code, prompts, infra, and dashboards — and hand you findings you can show your board, your biggest customer, or your next engineer.

  • A structured report scoring your agent across 8 dimensions, each rated 0–4 with evidence.
  • Every finding ranked by severity — Critical → Low, with the specific fix, not hand-waving.
  • A 30/60/90 remediation roadmap — what to fix this week, this month, this quarter.
  • A 60-minute live readout call walking your team through it all.
01 Reliability
02 Observability
03 Failure modes
04 Cost controls
05 Security
06 Evals & guardrails
07 Latency
08 Rollback & deploy
The guarantee: if the report doesn't surface at least 3 findings worth more than you paid, I refund it — and you keep the report. I've never reviewed a production agent that didn't have at least 3 real problems hiding in it.
founding-client pricing
$997 $1,500 one agent · full audit · report + readout
First 3 clients only — 3 slots left

48–72h turnaround from kickoff. No subscriptions, no scope creep, no surprise hourly billing. One fixed price, one deliverable.

04

Get up and running fast

Need something running this week?

Tell us the problem. We scope it on a quick call and start shipping — end-to-end tested, in production, not stuck in planning.