The mark
An open answer frame holds three evidence lines and a source point. The mark represents a clear answer that remains attached to the context behind it.
BobAssists
Governed assistant layer
Ask
Ask the firm, not a generic model.
BobAssists is the governed interface to the operating brain. It answers from the BobGraph context each person is permitted to use, shows the supporting sources, and hands approved next steps to BobFlow.
Context in
A real work questionRole permissionsBobGraph contextTask history
Governed output
A scoped answerVisible sourcesOpen questionsAn approved hand-off
Each output remains connected to the context, permissions and human decisions behind it.
Role in the stack
One layer, connected to the whole operating brain.
BobStack works as one architecture. Each layer has a clear job and hands governed context or reviewed work to the next.
BobAssists is not another empty chat surface. It is the conversational access layer for firm context, shaped around role, task and permission boundaries so answers can be checked before they influence professional work.
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.
Inside BobAssists
Built around context, evidence and clear boundaries.
The architecture starts with the work the firm already does, then adds only the structure and automation that the first problem needs.
Capability scope is confirmed during implementation. These are the responsibilities this layer is designed to own.
01
Answer from permitted context
Retrieve only from the collections and client or matter context the person is allowed to use for that task.
02
Show the evidence
Keep source notes, dates and relevant history close to the answer so a professional can verify the reasoning.
03
Adapt to role without creating another silo
Give partners, advisers and staff a relevant view while preserving one underlying, governed knowledge foundation.
04
Hand work to BobFlow with approval
Turn a reviewed answer into a proposed next step, with the action, tools and approval history kept visible.
The layer in motion
Ask, with the decision trail intact.
A practical BobAssists sequence keeps context, evidence and the human decision visible from input to reviewed output.
01
Ask
Start with a question grounded in a client, matter, workflow or firm decision.
02
Scope
Apply the person's role, the task boundary and the BobGraph collections they may use.
03
Answer
Assemble the relevant context and present the answer with its supporting sources.
04
Review
A person checks the evidence, corrects missing context and decides whether anything should happen next.
05
Hand off
Where appropriate, send the approved next step to BobFlow with the context and action history attached.
Professional-services applications
The same layer, shaped around different firm context.
BobStack does not flatten every profession into one generic workflow. The architecture stays consistent while the sources, decisions and human boundaries change.
Finance
Orient to the full client story before a review, request or servicing conversation.
Accounting
Find prior review reasoning, obligations and client explanation preferences together.
Insurance
Ask what changed since the last renewal and see the sources behind the answer.
Law
Retrieve matter history, precedent and review decisions within the user's permission scope.
Practical outcomes
What this layer should make easier.
These are directional outcomes, not invented productivity claims. The first implementation defines what useful change looks like for the nominated workflow.
- People spend less time searching across disconnected histories and files
- Answers remain traceable to the firm's own context
- A useful conversation can become governed work without losing the human decision point
Human boundary
BobAssists prepares context and answers for professional review. It does not make final credit, product, tax, coverage or legal decisions, and it does not turn a confident sentence into authority without sources.
Implementation scope
Each implementation confirms which roles, collections, models and actions are appropriate. The interface follows the firm's governance rather than applying one generic assistant policy to every team.
The connected stack
No layer has to work alone.
See how the other BobStack products connect to BobAssists.
Start with one place where context gets lost.
Bring one concrete workflow, knowledge gap or decision bottleneck. We'll map whether BobAssists belongs in the first slice and which other BobStack layers the work needs.
Get startedA short, practical conversation. No obligation.