BobStack
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How it works

From scattered knowledge to an operating brain.

A Business Operating Brain is a governed, model-agnostic representation of how your firm actually works: its knowledge, context, workflows and judgement, in a form AI can use safely. BobStack builds one in five moves.

The five moves

Capture. Connect. Ask. Act. Improve.

01

Capture

Bring together the firm's knowledge and operating context: documents, client and matter histories, calls, decisions, preferences, exceptions and review standards. We mine knowledge from people as well as files, so tacit judgement is not left behind.

02

Connect

Link documents, workflows, clients, decisions and judgement into structured, curated context, with provenance, permissions and clear boundaries around who and what can use each collection.

03

Ask

Ask questions in plain language and get source-backed answers drawn only from the context each person or agent is permitted to use. Every answer shows where it came from.

04

Act

Prepare repeatable work such as follow-ups, summaries, drafts and handovers through workflows that span existing systems, with approval points where a person decides before anything is final.

05

Improve

As the operating brain develops, it surfaces missing knowledge, repeated friction, risk and opportunity. The firm's memory gets sharper with every reviewed piece of work.

The product stack

Four layers, one architecture.

Each product owns one layer of the operating brain and hands governed context to the next.

Each layer adds capability without taking ownership of the firm's knowledge or final professional decisions.
Human judgement and approval remain visible throughout

BobGraph

Knowledge and context layer

BobGraph supplies the trusted context BobAssists can answer from, the policies BobFlow can act within, and the evidence BobInsights can learn from.

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BobAssists

Governed assistant layer

BobAssists sits between people and the rest of the stack. It retrieves from BobGraph, makes evidence visible, and can propose a BobFlow action without bypassing the approval point.

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BobFlow

Governed workflow layer

BobFlow receives governed context from BobGraph and approved intent from BobAssists. Its execution record then feeds reviewed outcomes and knowledge gaps back into the operating brain.

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BobInsights

Emerging intelligence layer

BobInsights observes the evidence created across the stack, separates observation from recommendation, and sends approved improvements back to BobGraph or BobFlow.

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A worked example

Renewal preparation, with the brain switched on.

An insurance-broking example. The same pattern applies to finance reviews, accounting workpapers and legal matter preparation.

An insurance renewal workflow moves from trigger to context and preparation, then pauses for a broker's decision.

Trigger

Renewal is 60 days out

Context

The client story assembles

Prepare

Drafts and requests are prepared

Human decision

The broker reviews and approves

Trust & governance

Useful AI needs boundaries as well as context.

The operating brain is designed so the firm keeps ownership, choice and accountability, whichever AI models it uses today or switches to tomorrow.

  • Model-agnostic by design: switch models without losing the firm-owned knowledge asset.
  • Permissioned collections: people and agents only see the context they are allowed to use.
  • Source-backed answers: professionals can verify evidence before relying on the output.
  • Human approval points: final decisions remain with qualified people.

Getting started

What happens when you get started.

1. Show us the bottleneck

Bring one workflow, client-context problem or decision that keeps losing time. That is all the first conversation needs.

2. We map the fit

Together we map the sources, context, decisions and human boundaries involved, and whether the standard or R&D path makes sense.

3. Build the first slice

The engagement starts with the knowledge foundation for that one problem, then grows into a working operating brain.

Start the conversation

Show us where context gets lost.

Start with one workflow, client-context problem or decision bottleneck. We'll map whether BobStack is the right fit and which engagement path makes sense.

Get started

A short, practical conversation. No obligation.