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Monsoft Solutions
ENGINEERING LAB · EST. 2022

Not another pilot. Production AI in your stack shipped in weeks.

AI agents, automations, and voice interfaces wired into the tools your business already runs on. Deployed in your cloud. Handed over with the keys.

In your stack · In your cloud · Yours from day one.

For the operators whose queue keeps growing, and the engineers who can't be spared to build the fix. A small lab that finishes what it starts. The system reaches production, integrates with the stack you already run, and the keys are yours.

— Monsoft Lab, founded 2022

WHAT WE MAKE
  1. § 01
  2. § 02
  3. § 03
  4. § 04
01

Agents that do one job correctly

One agent. One workflow. Trained on your data, deployed to your stack, observed end-to-end. Not a general-purpose chatbot — the specific worker the team has been waiting for.

  • Customer triage, lead qualification, intake
  • Procurement, scheduling, internal ops
  • Self-evaluating with human-in-the-loop fallback
In production
FIELD NOTE · CUSTOMER-OPS AUTOMATION

Three people on the inbox from 7am. After: one person handles escalations and the agent does the rest. The queue stops backing up.

HOW WE WORK

Three weeks to a working system. Six until your business runs on it.

  1. / STEP 01 2 days

    Find the broken thing

    Two days on calls with the people doing the work. We leave with a one-page document: the system we'd build, what it costs, and what it doesn't.

    Discovery
  2. / STEP 02 3 weeks

    Build it in your stack

    Three weeks, one engineer pair, weekly demos against real data. We deploy in your cloud from week one — no staging fiction, no rebuild later.

    Build
  3. / STEP 03 1 week

    Hand over the keys

    Documentation an engineer can read in an afternoon. Runbooks for the failures we already saw. We stay on retainer for one quarter — after that, we're a phone call away, but you shouldn't need it.

    Handoff
THE STACK WE TRUST

We work with the tools your team already knows.

Pragmatic. Boring where boring is correct. New where new earns its keep. And the system you didn't list — we'll learn it.

  • TypeScript web · interfaces
  • Python pipelines · agents
  • Postgres system of record
  • Temporal durable workflows
  • AWS production
  • GCP production
  • Anthropic agents · reasoning
  • OpenAI agents · STT/TTS
  • Astro static · ssr
  • Salesforce CRM glue
  • HubSpot CRM glue
  • Snowflake warehouse
READY WHEN YOU ARE

Bring us the list you've been meaning to get to.

30-minute call. If we're not the right fit, we'll tell you who is. If we are, you'll have a one-page proposal in your inbox by Friday.