Proven Results

What We’ve Built

Real case studies and measurable outcomes from AI-driven transformation engagements across industries.

Manufacturing

Standard Costing & Operations Analysis

Challenge

A mid-market manufacturer relied on outdated cost allocation methods, making it difficult to identify where operational inefficiencies were driving up production costs.

Approach

Deployed OpportunityMapper™ to conduct a comprehensive activity analysis across production lines, mapping workflows and identifying redundancies in real time.

Outcome

Identified 28% of activities in scope for workflow redesign, with a clear prioritization roadmap delivered in just 3 weeks—enabling the client to act on high-impact changes immediately.

28% In Scope
3 wks To Insights
Private Equity

Functional Integration Review

Challenge

A PE sponsor needed to quantify synergy potential across a newly acquired portfolio company spanning 19 functional areas, with limited visibility into overlapping operations.

Approach

Applied OpportunityMapper™ across all 19 functions to systematically evaluate integration touchpoints, redundancies, and consolidation opportunities with AI-powered diagnostics.

Outcome

Identified $12M in actionable integration synergies with a function-by-function implementation roadmap, giving the deal team confidence in their value creation thesis.

$12M Synergies
19 Functions
Aerospace Distribution

AI Contract Review Module

Challenge

An aerospace distributor processed hundreds of complex contracts annually, with manual review creating bottlenecks, inconsistencies, and compliance risk across their contract lifecycle.

Approach

Built a contract review automation prototype using Claude Code, training the AI on the client’s specific contract templates, clause libraries, and compliance requirements.

Outcome

Delivered a working AI-powered contract review module in four weeks, dramatically reducing manual review effort and flagging non-standard clauses automatically.

4 wks To Prototype
AI Powered
CPG / Nutrition

Data Warehouse & Agent Foundation

Challenge

A CPG/nutrition company operated with siloed MES, WMS, and 3PL systems, preventing unified reporting and blocking the path to AI-driven operations.

Approach

Designed and implemented a centralized data warehouse integrating all three systems, with a schema purpose-built to support AI agent workloads and automated decision-making.

Outcome

Delivered an agent-ready data foundation integrating 3 core systems, enabling the client to deploy AI agents for inventory optimization, demand forecasting, and supply chain coordination.

3 Systems
Agent‑Ready Foundation
Flagship

OpportunityMapper™

Digital harness to map over 1,200 capabilities, measure activity across your organization, and generate real ROI calculations in as little as two weeks.

1,200+ Activities
10 Functions
2–3 wk Delivery
New

AMP — AI M&A PMO Tool

Structured deal team PMO for AI-enabled M&A programs. Tracks workstreams, synergy capture, Day 1 readiness, and flags risks in real time.

Day 1 Readiness
Real‑time Risk Flagging
Synergy Capture
New

AI Diligence Dashboard

Structured AI program evaluation with real-time scoring across readiness dimensions. Executive reporting for board-level visibility into AI program health.

Real‑time Scoring
Multi‑dim Readiness
Exec Reporting

AI that scales. Results that last.

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