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Deployment brief

Give every knowledge worker a team of specialists rather than one chatbot

A shared agent hub, workflows that run without supervision, and a knowledge base that answers from your own documents.

18 Hours returned per person, per month measured across 40 deployments
6 days Time to first working workflow median
71% Adoption after 90 days of licensed seats, weekly active
100% Answers cited to a source or the agent says it does not know

A shared agent hub, workflows that run without supervision, and a knowledge base that answers from your own documents.

Control plane in your region; model calls routed to whichever provider you have contracted, or to a model running in your own tenancy. Retrieval and audit stay inside your boundary in every configuration.

Before and after

Problem

Every team has bought a different assistant, and none of them can see the company's own documents.

After

One hub, one retrieval layer, one place to see what is running and what it costs.

Problem

The people who know the process cannot automate it without an engineer.

After

Workflows are built from the same nodes an operator can read, and reviewed before they run.

Problem

Nobody can tell whether the answers are right.

After

Every answer carries its source. An agent with no source says so instead of inventing one.

What ships

Shared agent hub

One catalogue for the whole company, with usage and cost per agent visible to whoever pays for it.

Retrieval over your own corpus

Permissions are respected at retrieval time — an agent cannot surface a document its user could not open.

Workflow review before release

Every automation is read by a person before it touches production, and the diff is kept.

How it is wired

Control plane in your region; model calls routed to whichever provider you have contracted, or to a model running in your own tenancy. Retrieval and audit stay inside your boundary in every configuration.

We stopped arguing about which assistant to buy and started arguing about which process to automate next. That is a much better argument to be having.
Ines Rahal Director of Operations · Halden Group
11,400 hours returned in year one
All solutions