Technology

Open foundations, trained on a pipeline that's ours.

Brend is powered by our own family of models — fine-tuned from open-weight foundations through a training pipeline we built and own — and the Universal Agent Controller, our orchestrator: the equivalent of a coding agent for enterprise workflows. Self-hosted, with no third-party model APIs at runtime. Three core pieces close the gap between the physical world and your systems.

Three core pieces

Vision, RPA, and orchestration, in one agent.

The full
pipeline
Vision & Video AI

Physical-world ingestion

Live video, not static photos

Computer vision that extracts scope, dimensions, materials, and damage severity from live video, replacing manual capture in the field and giving Brend its eyes.

RPA

Screen-walking automation

Reads & writes without API access

Desktop AI that navigates legacy interfaces directly, reading and writing to Xactimate, Procore, Guidewire, SAP, and more, with no integration to build and no API required.

API

System orchestration

Connects what doesn't talk

Where clean interfaces exist, Brend connects platforms that don't natively communicate, syncing estimates, triggering workflows, and reconciling data across systems of record.

Under the hood

Our models. Our orchestrator.

Built
in-house
Brend family of models
Full reasoning, end to end
A reasoning model for complex workflow orchestration. It handles multi-step decision chains, exception routing, and context-aware execution across legacy systems, understanding the document, not just the screen.
Universal Agent Controller
The orchestrator
The harness that turns the model into a system that gets work done, the equivalent of a coding agent for enterprise workflows. It plans, acts, checks its own output, and hands off when a human is needed.
  • Fine-tuned on open foundations, trained through a pipeline we built and own
  • No third-party model APIs at runtime, Brend runs self-hosted, so nothing is sent to an external model service
  • Trained on physical-world signal, across field video and real legacy-system interaction
  • Plugs into your stack, Brend works on top of the tools you own rather than replacing them
  • Adapts to UI change, when a button moves or a screen updates, Brend keeps working

A physical-world AI layer
that plugs into your stack.

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