Global consulting firm: engagement-margin lift across 14,000 projects
A global management-consulting firm deployed xyner across engagement economics, knowledge-asset reuse and proposal generation — engagement margins lifted, proposal cycle compressed, partner time reallocated.
What the customer was up against.
A global consulting firm running 14,000 engagements per year was leaving margin on the table through under-reused intellectual property, inconsistent proposal quality at the bid stage, and engagement-economics visibility that lagged real-time by weeks. Partners spent disproportionate time on proposal drafting and knowledge searches rather than client work.
What xyner built.
Deployed xyner with four specialist agents — Knowledge Reuse Agent, Proposal Generation Agent, Engagement Economics Agent, Project Room Services Agent — fully integrated with the firm's knowledge graph, engagement-management system, time-and-billing platform and proposal management system.
Measured impact.
Engagement margin up 5 percentage points across pilot practices; proposal cycle time cut 60%; partner billable-hour reallocation worth ~$70M of additional partner capacity; client-deliverable consistency improved meaningfully.
At a glance.
Situation
A global consulting firm running 14,000 engagements per year was leaving margin on the table through under-reused intellectual property, inconsistent proposal quality at the bid stage, and engagement-economics visibility that lagged real-time by weeks. Partners spent disproportionate time on proposal drafting and knowledge searches rather than client work.
Intervention
Deployed xyner with four specialist agents — Knowledge Reuse Agent, Proposal Generation Agent, Engagement Economics Agent, Project Room Services Agent — fully integrated with the firm's knowledge graph, engagement-management system, time-and-billing platform and proposal management system.
Outcome
Engagement margin up 5 percentage points across pilot practices; proposal cycle time cut 60%; partner billable-hour reallocation worth ~$70M of additional partner capacity; client-deliverable consistency improved meaningfully.
Professional services · Management consulting
A global management consulting firm
Global with regional practice areas
Engagement economics, knowledge-asset reuse, proposal generation, project-room services
10 weeks pilot, 7 months full rollout
From contract signature to full rollout.
What the deployment actually looks like.
Consulting firms hold their IP in tacit form (in partners' heads) and codified form (in past deliverables and knowledge bases). The deployment unifies access to the codified IP while respecting client-confidentiality boundaries — every retrieval is scoped by the practitioner's engagement permissions.
Knowledge Reuse Agent
Indexes past engagements, deliverables, frameworks and methodologies with engagement-scoped access; surfaces highly-relevant precedent for any current engagement question.
Proposal Generation Agent
Drafts proposals using approved firm IP, past similar wins, the firm's commercial model and the client's stated requirements; respects per-practice tone and structure.
Engagement Economics Agent
Real-time visibility into engagement margin, burn rate, scope creep indicators and forecast variance; surfaces engagements at risk before they become problems.
Project Room Services Agent
In-engagement support — research, document drafting, time-and-expense capture, status reporting — for project teams.
Client-confidentiality boundaries
Engagement-scoped data access enforced at platform level; cross-client information flow structurally impossible.
Practitioner workbench
Practitioners interact with all four agents from a single workbench integrated with the firm's standard tools (Office 365, the knowledge platform, the engagement system).
How the rollout sequenced.
A 10-week pilot covered two practice areas (Financial Services and Operations) before extension across the firm.
Foundations
Deploy data plane with engagement-scoped isolation; integrate knowledge graph, engagement-management system, time-and-billing and proposal management; configure RBAC inheritance from firm IdP.
Agent configuration
Configure four agents against the two pilot practices; complete first round of independence and client-confidentiality testing.
Shadow mode
Agents operate in shadow alongside practitioners on real engagements; outputs reviewed daily; thresholds calibrated by engagement type.
Pilot live
Live in two pilot practices; metrics reviewed weekly with the Managing Partner of each practice and the Chief Knowledge Officer.
Practice-by-practice rollout
Rollout across additional practices with per-practice variations; client-confidentiality boundaries audited per practice.
Project-room services + autonomy calibration
Project-room services activated for all live engagements; autonomy thresholds calibrated.
How the deployment is governed.
Professional-services firms carry unique governance: client-confidentiality, independence, professional standards, conflicts management, and quality control.
Client-confidentiality boundaries
Engagement-scoped data access enforced at the platform level; cross-client information flow structurally impossible.
Independence
The platform produces inputs and drafts; partners and senior practitioners produce opinions and signed deliverables; independence rules respected.
Quality control
Every agent-produced output is reviewed and signed off by an appropriate-level practitioner; quality-review cycles captured for the firm's QA function.
Conflicts checking
Conflicts-checking integrated into knowledge retrieval; agents do not surface knowledge from clients in conflict with current engagement context.
Audit-grade trail
Every knowledge retrieval, every agent draft, every practitioner edit captured for the firm's internal quality, risk and audit functions.
Three transferable lessons.
Three lessons for other professional-services firms considering platform-based service delivery.
Engagement-scoped retrieval is the foundational architectural choice
Without engagement-scoped retrieval, client-confidentiality concerns block adoption. With it, the platform unlocks the firm's IP at scale.
Partners adopt when proposal effort drops
The biggest individual adoption driver was proposal cycle compression. Partners who saw their proposal effort drop became enthusiastic platform advocates.
Engagement economics is the dashboard partners actually read
Real-time engagement-economics visibility changed partner behaviour. Margin discussions happen earlier and proactively, not in retrospect.
Could the same outcome work in your environment?
Tell us your sector. A senior xyner partner will walk you through a tailored plan.