Score every AI agent in your engagement lifecycle.
Engagement scopers, proposal drafters, status reporters — they all promise partner-time leverage. AgentScore reads your engagement, billing, and PM data and tells you which agents win work cleanly and which are quietly compressing margins.
What you see in the dashboard
- Per-agent score across proposal win rate, engagement margin lift, cycle time, and override discipline.
- ImplementationScore for the firm — workflow integration with PM + billing systems, governance on confidential client material, learning loops from engagement post-mortems.
- Recommendations that point at the engagement type where the agent silently undercuts — fix the playbook, not the dashboard.
The agents
What AI in a professional-services firm typically looks like.
Scoping, proposal, and status work — same eight factors as every other vertical, weighted for engagement-driven operations.
Engagement scoper
Drafts engagement scopes from a discovery transcript + similar past projects. Hands off to a partner.
Proposal drafter
Generates first-draft proposals + SOWs against your win-pattern playbook.
Status reporter
Summarizes weekly engagement status from PM tools + timesheet data, drafts the client update.
Margin watchdog
Watches engagement burn vs. budget, flags margin drift before it shows up in the next QBR.
Renewal orchestrator
Tracks engagement health signals, drafts renewal materials, schedules the conversation early.
The signal
What we read from your PM, billing, and CRM.
OAuth or CSV. Engagement and billing metadata only — we don't read deliverable content.
Proposal win rate
Share of agent-drafted proposals that close, vs. team-drafted baseline.
Engagement margin lift
Margin delta on engagements where the agent participated in scoping or status reporting.
Cycle time
Median time from RFP / discovery to delivered proposal.
Override rate
How often a partner or PM rewrites the agent's draft before it ships.
Realization rate
Billable-hours realization on agent-scoped engagements vs. team baseline.
Boutique consulting · 28 consultants · 2 proposal agents
A proposal agent that won faster — with margin compression nobody flagged.
The agent dropped proposal turnaround from 6 days to 2 — a clean number on the demo. AgentScore caught engagement margin slipping 4 points on agent-drafted proposals specifically.
Pricing rules sharpened in the playbook, override rate climbed slightly as partners re-priced, but margin recovered. Velocity gain held; profitability followed.
SOC 2 in progress
Type II audit kicked off Q3 — interim report on request.
Read-only data access
OAuth scopes never request write to your CRM, jobs platform, or call data.
Algorithm-only scoring
Every score computed by ASAM. No manual overrides — not for customers, not for us.
Anonymized at ingest
Identifiers stripped before any aggregate analytics. We never train on identified rows.
See which professional-services agents earn their keep.
OAuth read-only into your PM and billing systems. 48 hours to first score.