Primary buyers
- Managing partners and practice leaders
- Heads of delivery, PMO, and knowledge management
- Sales, proposal, and account leadership
- Risk, legal, and quality reviewers
Back to use cases
Professional services
Research, proposal, and delivery agents.
Agentic AI helps expert teams turn firm knowledge, client context, and project obligations into faster, more consistent delivery.
What it does
Gives expert teams a controlled delivery engine.
Faundra Labs builds agents that search approved knowledge, assemble client context, draft artifacts, track commitments, and hand work back to consultants, lawyers, accountants, or analysts for judgment.
Who it helps
Built for expert teams that need leverage without lowering quality.
Not ideal for
- Unreviewed client advice or legal opinions
- Firms without approved source libraries or reusable templates
- Work where quality standards are informal and undocumented
Benefits
Where value shows up.
More leverage
Reduce time spent on repetitive first drafts and status preparation.
Reusable knowledge
Turn prior work, templates, and lessons learned into guided agent behavior.
Better delivery control
Track owners, due dates, risks, and client obligations across projects.
Higher quality drafts
Ground outputs in approved sources and require expert approval before client use.
Examples
Practical deployments.
Proposal agent
Builds a first draft from scope notes, credentials, reusable sections, and pricing rules.
Research synthesis agent
Compares sources, summarizes findings, and prepares a citation-backed analyst brief.
Project obligation agent
Extracts commitments from emails and documents, then tracks owners and deadlines.
Account planning agent
Combines CRM, meeting notes, and market signals into a relationship plan.
Flow
How the agent works.
Search
Use approved repositories, CRM records, templates, and project material.
Assemble
Create drafts, briefs, task lists, and comparison tables with clear source references.
Review
Route drafts through expert approval and capture feedback for future improvement.
Best first pilot
Start with proposal drafting or obligation tracking.
A strong first deployment is a repeated proposal type, account planning workflow, or project commitment tracker for one practice area.
- Inputs: winning proposals, templates, credentials, pricing rules, project notes, and approval standards.
- Success measures: first-draft time, reuse rate, reviewer edits, missed-obligation reduction, and client-ready quality.
- Human approval: required for client advice, pricing, legal language, delivery commitments, and final external documents.