Industry · Consulting / Professional Services

Scale reusable agents without mixing client information

Separate client data and govern agents working across projects, deliverables, and delivery teams.

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The landscape

Consulting, accounting, and professional-services firms want to reuse agents across research, analysis, delivery, and knowledge management. But reusable agents can become a pathway between confidential client environments.

Permissions must reflect the consultant, client, engagement, geography, contract, and project phase.

The stakes

Industry challenges

  1. 01The firm wants one reusable agent; client confidentiality demands a hundred isolated ones.
  2. 02A consultant staffed on three clients is one search away from mixing them.
  3. 03Subcontractors and alumni keep access long after the engagement ends.
  4. 04A deliverable assembled by an agent needs a source trail to survive quality and confidentiality review.
Capabilities

How Fabriq helps professional-services firms

Isolate client and engagement data.Each engagement is a sealed workspace; the same firm-wide agent cannot mix two clients’ materials.
Apply project-level access to shared agents.Reusable agents resolve access per project at request time, so one deployment safely serves every team.
Prevent retrieval from unrelated client workspaces.A broad research question stops at the engagement boundary instead of sweeping the firm’s document store.
Restrict subcontractors to approved engagements and time periods.Subcontractor access is engagement-scoped and time-limited, ending when the statement of work does.
Control external delivery, publication, and client communication.Anything leaving the firm — deliverables, proposals, publications — passes an engagement lead’s review first.
Track which source materials contributed to each deliverable.Every deliverable carries its sources, protecting both quality review and client confidentiality claims.
Revoke access automatically when a project ends.Project close-out revokes the team’s and their agents’ access in one motion, with the record retained.
In practice

Featured workflows

logged

Client research

Research agents work within one client’s folder and cite sources, keeping parallel engagements separated.

logged

Document analysis

Analysis stays inside the engagement’s document set, however broad the question.

approval: human approval

Proposal creation

Proposal agents draw on approved firm collateral and the prospect’s own materials, with sends reviewed.

approval: human approval

Engagement delivery

Delivery agents assemble work product from project materials, and client delivery waits for the lead’s approval.

scope: scoped access

Audit preparation

Preparation agents compile evidence within the audit engagement’s scope, preserving independence boundaries.

approval: human approval

Internal knowledge retrieval

Knowledge agents serve sanitized, approved precedents — client-confidential material stays in its engagement.

Core value

Reusable AI capabilities across the firm without compromising client confidentiality or engagement boundaries.

Questions

Common questions

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