THE PLATFORM

A workforce built on context

Agents that act, models tuned to your business, a live data foundation underneath, and governance around all of it.

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THE STACK

Four layers, one system

01

AI agents

Takes action across the business, inside email, Teams, and your data systems. Drafts the quote, identifies new opportunities, flags the slipping job and order, and reports back where your team already works.

02

Context-rich models

Custom trained small language models, open-source LLMs, and advanced ML models built for your specific business objectives, and benchmarked against outcomes that show up on your P&L.

03

Operational data foundation

One governed, live view unified on top of ERPs, spreadsheets, inboxes, and any other data system. This is the context layer: the workforce knows what your business knows.

04

Governance

Role-based access controls who sees what. Every action lands in a full audit trail. Deployed in your environment so you can maintain full data ownership.

SECURITY & OWNERSHIP

Your data stays yours. Full stop.

Deployed in your environment

Your cloud or ours, your call. Nothing leaves your control, and nothing trains anyone else's models.

Role-based access

The workforce respects the same boundaries your team does. Who sees what is defined by you, enforced everywhere.

Audit trail on every action

Every draft, every send, every update is logged and reviewable. Oversight is built in, not bolted on.

HOW IT DEPLOYS

Forward-deployed, function by function

01
Embed. We join your team on site and map how work actually flows and where it gets held up.
02
Unify and tune. We unify data across your systems into a governed, live picture and tune custom models specific to your business.
03
Run. The workforce goes live inside the tools your team already uses, on real work, with oversight built in from day one.
04
Expand. Each new workflow lands faster, because the foundation and guardrails are already there.

See our workforce on your own workflows.

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