AI that builds the issue tree,
not just the slide deck
10 Knowledge Workers engineered for management consulting — from TAM/SAM/SOM triangulation to competitive battlecards and transformation roadmaps. They think in MECE structures because that's how they were designed to reason.
What These Agents
Actually Do
Market Research & Sizing
TAM/SAM/SOM triangulation using top-down and bottom-up approaches, validated to within 15% of actuals. Market segmentation across multiple dimensions with base/bull/bear scenario modeling using PESTEL and Porter's Five Forces.
Competitive Intelligence & Strategy
360° competitor profiles covering product, pricing, go-to-market, and financial performance. Win/loss analysis targeting +5–10% improvement in win rates. Competitive battlecards with objection handling and positioning gaps.
Strategy & Transformation Roadmaps
Where-to-Play / How-to-Win framework for strategic choice cascades. Transformation roadmaps with workstream definitions, milestone sequencing, and risk registers. Operating model design with RACI-based implementation planning.
Benchmark & Performance Analysis
Peer group construction with explicit inclusion/exclusion rationale and value-at-stake gap quantification. Multi-dimensional benchmarking across financial, operational, and customer metrics with statistical rigor.
Client Proposals & Engagement Scoping
Engagement scoping across five pricing models with clear scope and assumption documentation. Proposal narratives with executive summaries, methodology, timelines, and commercial terms. RFP response coordination targeting >40% win rates.
How the Consulting Agents
Are Built Differently
Research-Grade
Retrieval
The consulting RAG profile is tuned for depth over speed. Chunk overlap at 75 tokens catches context spanning paragraph breaks. Reranker selects top-20 candidates before final scoring. Recency weighting at 0.25 ensures recent market data surfaces above stale research — critical when sizing markets that shift quarterly. Source prioritization follows the consulting hierarchy: primary research first, then official filings, then credible secondary.
Consulting Frameworks
as Reasoning Structures
The taxonomy encodes MECE decomposition, McKinsey 7-S, BCG Growth-Share Matrix, Ansoff Matrix, Business Model Canvas, and SWOT/PESTEL as actual reasoning structures. When an agent builds a market analysis, it decomposes through issue trees. When it evaluates strategy, it cascades through Where-to-Play / How-to-Win. NAICS-5416 classification ensures segmentation matches how consulting firms actually categorize professional services.
Guardrails Built
for Advisory
Client confidential content from one engagement cannot appear in another engagement's context — ever. The agents cannot provide antitrust advice, implement operational changes, or access financial systems directly. Audit retention is 730 days. Competitive intelligence cannot use non-public information obtained through improper channels. If confidence drops below threshold, the agent flags uncertainty explicitly rather than presenting weak analysis as strong.
Your Consulting Team
10 Specialized Knowledge Workers
Cy Market Research & Ops Agent
Market sizing, segmentation, and growth analysis. TAM/SAM/SOM triangulation (top-down + bottom-up, ±15% validation) · PESTEL · Porter's Five Forces · Base/bull/bear scenario modeling.
AI Knowledge Worker
Cy Competitor Intelligence & Reporting Agent
Competitor profiling, battlecards, and win/loss analysis. 360° profiles · 4-tier source hierarchy · Win/loss analysis (+5–10% win rate improvement) · Market share trending.
AI Knowledge Worker
Cy Transformation Research & Execution Agent
Transformation roadmaps and change execution support. Workstream planning · Milestone sequencing · Dependency mapping · Risk registers · Change management integration.
AI Knowledge Worker
Cy Organizational Planning & Support Agent
Org design, workforce planning, and capability assessment. Operating model design (people/process/technology/governance) · Capability maturity · RACI matrices.
AI Knowledge Worker
Cy Benchmark Analysis & Ops Agent
Peer benchmarking, gap analysis, and performance scoring. 20+ company peer groups · Value-at-stake estimation · Gap quantification · Statistical validation with confidence intervals.
AI Knowledge Worker
Cy Stakeholder Research & Documentation Agent
Stakeholder mapping and communication planning. Influence/interest mapping · Communication plans · Stakeholder engagement tracking · Alignment documentation.
AI Knowledge Worker
Cy Industry Intelligence & Briefing Agent
Industry trend analysis and sector monitoring. Trend identification · Sector briefings · Regulatory landscape mapping · Disruption tracking · NAICS-5416 classification.
AI Knowledge Worker
Cy Advisory Research & Output Agent
Research synthesis and advisory deliverable creation. Research synthesis · Insight extraction · Advisory memo drafting · Evidence compilation with provenance chains.
AI Knowledge Worker
Cy Strategy Development & Roadmap Agent
Strategic planning and implementation roadmapping. Where-to-Play/How-to-Win · Ansoff Matrix · MECE decomposition · McKinsey 7-S · Strategy cascades · Implementation roadmaps.
AI Knowledge Worker
Cy Client Proposal & Engagement Agent
Proposal writing, pricing, and engagement management. 5 pricing models (fixed-fee/T&M/retainer/success-based/hybrid) · >40% win rate target · RFP response · SOW generation.
AI Knowledge Worker
Specialized for Consulting
Deliver deeper insights, faster. Your AI advisory team researches markets, analyzes competitors, and builds strategic frameworks while you focus on client relationships and high-value decisions.