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PROFESSIONAL SERVICES — MANAGEMENT CONSULTING & ADVISORY

The pyramid is breaking. Senior-led, AI-leveraged is the new consulting model.

Strategy and ops firms used to scale by stacking analysts. AI does what 5 analysts used to do: market scans, expert call synthesis, financial models, deck production. Firms that adapt move to senior-led teams with AI leverage — protecting partner economics while collapsing project timelines.

60% research and synthesis time reduction with AI-augmented analyst workflows
Consulting team collaborating around a whiteboard in a modern office

Performance benchmarks

How AI-augmented consulting firms compare on the metrics that determine engagement profitability and renewal.

Metric Industry Median Top Quartile AI-Augmented Leader
Research / Discovery Phase3-4 weeks1-2 weeks3-5 days
Effective Hourly Yield$220-280$320-380$450+
Partner Leverage Ratio1:61:101:15+
Engagement Cycle Time12-16 weeks8-10 weeks4-6 weeks
Win Rate on Pitches20-25%30-35%40%+ (AI-differentiated)
Outcome-Based Revenue %<5%10-15%30%+

What leading firms are doing

Industry examples from publicly reported initiatives — not Xamun projects.

McKinsey
Lilli — internal GenAI platform indexing 100k+ documents and expert insights
  • ✓ Trained on McKinsey's full IP library
  • ✓ Used by 70%+ of consultants daily
  • ✓ Compresses research from days to minutes
BCG
Generative-AI red team + delivery copilots across casework
  • ✓ Custom GenAI tools per practice
  • ✓ Internal AI Academy for upskilling
  • ✓ $1B+ in AI-led client revenue
Bain
Vector-based knowledge management and OpenAI partnership
  • ✓ Helix knowledge graph + AI copilot
  • ✓ AI-augmented diligence and case prep
  • ✓ Reports 30%+ productivity gains
Accenture
GenAI Studio with $3B investment commitment
  • ✓ Industry-specific GenAI assets
  • ✓ 60k+ employees AI-trained
  • ✓ Outcome-based pricing pilots underway

The transformation opportunity

What changes when a mid-market firm in this segment deploys AI across the engagement lifecycle.

Before — Legacy Operations
  • ✗ Pyramid model: 1 partner, 6+ analysts
  • ✗ 3-4 week research and synthesis cycles
  • ✗ Engagement length 12-16 weeks
  • ✗ Hourly billing exposed to AI compression
  • ✗ Partner buried in QC and edits
  • ✗ Win rate 20-25% on competitive pitches
After — AI-Augmented Delivery
  • ✓ Senior-led, AI-leveraged: 1 partner, 2-3 senior associates + AI
  • ✓ Research compressed to 3-5 days
  • ✓ Engagement cycle 4-6 weeks
  • ✓ Outcome / value-based pricing on 30%+ of work
  • ✓ Partner spends time on insight and client
  • ✓ Win rate 40%+ via AI-differentiated proposals

The AI system stack

Designed to integrate with your knowledge management, CRM, and proposal infrastructure.

Research Synthesis Engine

AI-driven scans across public sources, expert call transcripts, and your firm's prior engagements. Surfaces patterns and gaps an analyst would take days to find.

Hypothesis Testing Co-Pilot

Stress-tests case hypotheses against historical data, market signals, and adjacent precedent. Sharpens partner judgement, doesn't replace it.

Deck & Document Drafter

First-draft deliverables in your firm's voice and templates. Senior consultants edit upward instead of writing from scratch.

Client Knowledge Platform

Per-client RAG repositories that learn across engagements. Each project deepens client lock-in via accumulated context.

Proposal Acceleration

AI-assisted RFP responses with retrieved precedents, customised case studies, and pricing scenarios. Lifts win rate on competitive pitches.

Outcome Tracking

Client-facing dashboards quantifying engagement value (cost-out, revenue uplift, NPS) — supporting outcome-based renewal conversations.

How Xamun delivers

From intelligence to production in weeks. Built as your IP, not someone else's SaaS lock-in.

XI Identifies

Benchmarks your engagement-economics, leverage ratio, and outcome posture against AI-augmented leaders. Maps the highest-impact AI plays first.

Factory Builds

AI co-pilots, outcome platforms, and proprietary knowledge engines — integrated with your existing systems. Owned by you. Migratable. Defensible IP.

Timeline

Intelligence assessment in 2 weeks. First module live in 6-8 weeks. Full stack across one practice within 12 weeks. Outcomes tracked from Day 1.

Reposition before AI prices your hours out

Book a discovery call to map where AI can lift your effective hourly yield, compress engagement timelines, and protect partner economics — without losing the insight that clients pay for.

Book a Discovery →

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