Townsman Software
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Agentic AI · Applied research · Ventures

Deploying innovation.

Townsman Software builds and operates an agentic harness, the hard engineering that makes advanced AI reliable, and deploys it into ventures alongside experts who know their industry cold. We bridge the gap between the latest research and boots-on-the-ground businesses.

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Our flagship venture
How it works

Research-grade AI, deployed where the work happens

We don't sell a chatbot. We own the engine, partner with the experts, and launch focused products that put autonomous agents to work inside real industries.

We own the harness

Tool use, retrieval (RAG), context compaction, memory, and evals: the scaffolding that turns raw models into systems that stay correct in production.

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We partner with experts

We team up with seasoned professionals in a field who bring the domain knowledge our agents run on, not a generic system prompt.

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We launch ventures

Each partnership becomes a venture: a focused product that puts pods of specialized agents to work, with humans in the loop.

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The platform

An agentic harness, not a wrapper

Anyone can call a model. Making agents do real, multi-step work reliably, and keeping them correct as the world changes, is the hard part. That engineering is what we own.

  • Tools, retrieval, and memory, wired for real workflows.
  • Context compaction that keeps long-running agents coherent.
  • Evaluations and monitoring so quality is measured, not hoped for.
Ventures

One harness, many industries

The same engine, equipped with different expertise, becomes a product for a specific field.

Live

CoPod

Agentic AI co-workers for regulated fields, starting with insurance advisors. Pods of specialized agents that do real multi-step work.

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Concept

Real Estate Appraisal

An agentic assistant for property appraisers: pulling comparables, drafting reports, and checking them against standards.

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Concept

Smart Home Butler

A personalized agent that runs the household, orchestrating devices, routines, and errands around how a home lives.

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Why Townsman

The gap between research and reality is our whole job

We turn what's possible in the lab into tools that ship, stay correct, and respect the rules of the industries they serve.

Open by default

We prioritize open-weight models you can host and control, with bring-your-own-key support for teams that would rather pay for tokens than run their own inference machine.

Domain-true

Our agents run on real expertise from partners who live the work, not a generic prompt bolted onto a model.

Compliance-first

Sensitive data is handled by design: scoped permissions, data residency, and humans in the loop.

Have deep expertise in a field?

The best ventures start with a professional who knows an industry cold. Bring the domain knowledge, we bring the agentic engine.

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