PE Portfolio Advisory & Enterprise AI Engine

Accelerating Value Creation for Private Equity Portfolios & Growth Focused Companies.

CyanCollective, led by Lee Powell, is your executive partner for optimizing human capital, eliminating organizational drag, and driving rapid value creation at scale.

Review Engagement Models
LP

Lee Powell

CPTO & PE Value Creation Advisor

Founder, CyanCollective.ai

Strategic Alignment: Tech & Product Leadership
Target Hold Cycle: Pre-Close to Exit Realization
Focus: EBITDA & Enterprise AI OS
"We compress 3-year AI roadmap cycles into 30, 60, 90-day quantifiable EBITDA inflection points."

Quantified Institutional Track Record

Proven Financial and Operational Performance

Market Outperformance
+2.0% Alpha
Multi-Billion-Dollar Enterprise Vertical Leadership

Maintained resilient margin expansion and outperformed broader market benchmarks by +200 bps during sector-wide downturns.

Net-New Revenue & Efficiency
$100M+ 9-Figure
Enterprise AI & Platform Monetization

Systematically unlocked net-new software revenue and structural cost efficiency via production RAG systems and autonomous workflow architectures.

Commercial Traction
$10M+ 8-Figure ACV
Secured Across Fortune 500 & PE Accounts

Led technical and commercial architecture negotiations closing multi-million recurring contracts with Tier-1 enterprise buyers.

Core Advisory Pillars

Scalable Value Creation

Targeted solutions calibrated across the private equity lifecycle, aligning human capital, eliminating technical debt, and delivering scalable automation as a force multiplier for rapid EBITDA expansion.

Evaluate

Technical Due Diligence & Gap Analysis

Pre & Post-Acquisition Scrutiny

Rigorous architectural assessment of target codebases, leveraged data and intelligence, infrastructure liabilities, technical debt, and intellectual property before capital deployment.

  • Technical Debt & Security Exposure Scoring
  • Software IP & Architecture Verifications
  • Post-Close Day-100 Remediation Matrix
Output: Investment Committee Grade Risk & Upside Dossier
High Multiplier
Implement

Enterprise AI & RAG Architecture

Scalable AI Operating Systems

Transitioning pilot experiments into secure, scalable retrieval-augmented generation (RAG) platforms and autonomous agent workflows embedded directly into revenue streams.

  • Production RAG & Vector Pipeline Setup
  • Enterprise Guardrails, PII & Governance
  • Core Tech Stack AI Augmentation
Output: Product Infrastructure & Governance Engine
Enhance

Performance Planning & KPI Playbooks

Value Creation Blueprint

Engineering clarity across engineering velocity, operational margin enhancement, and product monetization. Aligning CPTO/CIO execution with sponsor return profiles.

  • Executive KPI Workshops & Dashboards
  • COGS Compression & Infra Cost Arbitrage
  • Hold-Period Operational Milestones
Output: 180-Day Value Creation Blueprint & Scorecard

Functional Capabilities

Successfully Delivering Transformation & Innovation for Decades Across:

Marketing & AdTech
Media & DSP
Tech, IT & Cyber
Data Science & AI
Audience Segmentation
Market Research
Creative Content
Product Development

Sector Depth

Experienced Industry Verticals

Deep Expertise
Healthcare & Life Sciences

MLR compliance, ISO certification, pharma MarTech, patient access platforms.

Domain Focus
Food & Beverage

Content and communications technology optimization, and attribution modeling.

Domain Focus
Supply Chain

Market & audience segmentation, and marketing mix modeling.

Domain Focus
Automotive

Performance tracking, customer experience, and connected platforms.

Domain Focus
Waste Management

Logistics, product data optimization, and circular economy analyses.

Domain Focus
Energy

Data infrastructure modernization, operational efficiency, and platform consolidation.

Engagement Architecture

Flexible Models Tailored to Retaining Portfolio Velocity while we work.

From high-velocity strategic guidance to hands-on embedded executive leadership. We prioritize keeping your racecar(s) out on the track.

Advisor

$

Strategic Oversight & Sounding Board

Scope
Board advisory, quarterly architectural reviews, rapid due diligence audits, and executive alignment.
Velocity
Days
Ideal For
Sponsors requiring independent tech validation or board-level strategic oversight.
Most Requested

Consultant

$$

Targeted Execution & Architecture

Scope
Deep gap analysis, AI architecture design, KPI workshops, and value creation playbook codification.
Velocity
Days / Months
Ideal For
Assets executing a specific 90-day turnaround or AI modernization initiative.

Executive Operator

$$$

Direct Hands-On Leadership

Scope
Fractional or Interim CPTO, hands-on tech transformation, direct team restructuring, and operational overhaul.
Velocity
Months
Ideal For
Assets during major leadership transitions, platform acquisitions, or mission-critical pivots.

Operational Methodology

The 4-Step Value Engine

An institutional, systematic progression designed to isolate systemic inefficiencies and translate AI infrastructure into measurable EBITDA yield.

Stage 01: Reconnaissance & Discovery

Audit & Pre-Acquisition Technology Review

We ingest code repositories, architecture topology, cloud consumption runs, and technical management charts. Our goal is uncovering latent vulnerabilities, licensing risks, and calculating actual technical debt before committing growth capital.

Key Stage Outputs

Architecture Scalability Audit
Cost-of-Goods Runrate Breakdown
Security & IP Provenance Scan
Red Flag Exception Memo
PROCESS_CONSOLE PHASE 1/4

> Ingesting target codebase & infra metrics...

> Benchmarking API latency, RAG pipelines & DB ops.

> Calculating 36-month technical debt amortization.

> Red flag matrix created: 0 Critical / 3 Moderate.

Cyan Engine: Active Deterministic Validation

Initiate Engagement

Schedule a Confidential Value Creation Conversation.

Start with a conversation...End up gaining a new colleague, performance coach, and growth partner.

Contact Us
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