Private Equity & LBO
In a world where value must be created within a defined timeframe, AI has shifted from a competitive edge to a structural lever. Polynom partners with portfolio companies and their sponsors to industrialize agentic AI across the value creation plan — from carve-out to exit.
AI for LBO: From Value Creation Plan to Value Delivery
Portfolio companies operate under a unique set of constraints: a finite holding period, leveraged balance sheets, ambitious synergy targets, and quarterly scrutiny from sponsors and lenders. Traditional transformation programs — slow, consultant-heavy, and disconnected from operations — no longer fit the LBO equation.
Agentic AI changes the calculus. By embedding production-grade autonomous systems into integration, operations, and steering, portfolio companies can compress execution timelines, unlock latent synergies, and protect the multiple at exit. Polynom designs and deploys these systems end-to-end, with the discipline expected by Tier-1 sponsors.
LBO economics leave little room for slippage
Portfolio companies inherit fragmented IT estates, heterogeneous reporting practices, and operating models that were rarely designed for scale. Every quarter spent reconciling data or rebuilding integrations is a quarter not spent compounding EBITDA.
Compressed value creation horizons
Post-acquisition complexity
Legacy infrastructure
Tight financial steering
Beyond synergy slides. Real value, on the cap table.
Agentic AI is not a productivity gimmick. Deployed properly, it becomes the operating layer that compresses integration timelines, accelerates legacy modernization, and gives sponsors real-time visibility on value creation.
Production-grade autonomy
Industrialized deployment
Audit-ready outputs
Continuous optimization
Service
Description
Post-Acquisition Integration
We deploy agent networks that map target systems, reconcile master data, harmonize processes, and accelerate the path to a unified operating platform — turning 18-month integrations into 6-month outcomes.
Legacy Modernization & Migration
Our agents analyze legacy codebases, reverse-engineer business logic, generate modern equivalents, and orchestrate progressive migrations — eliminating the risk and cost of big-bang re-platforming.
EBITDA Steering & Operational Performance
Reasoning agents monitor operational KPIs in real time, surface margin leakage, simulate scenarios, and recommend corrective actions — giving CEOs and sponsors a continuous, evidence-based view of value creation.
Autonomous Integration
Agent networks orchestrate post-merger integration end-to-end — system discovery, data reconciliation, process harmonization, and cutover — reducing time-to-synergy by an order of magnitude.
Smart Legacy Refactoring
Dedicated agents read, document, and rewrite legacy code into modern, tested, maintainable equivalents — preserving business logic while eliminating technical debt.
EBITDA Acceleration
Decision agents continuously monitor operational and financial signals, identify margin levers, and surface optimization opportunities across pricing, procurement, and operations.
Reporting & Covenants
Agents consolidate data across entities, produce LP-ready reporting, monitor covenant headroom, and anticipate breaches before they materialize — protecting the relationship with lenders and sponsors.
Synergy Discovery
Cross-portfolio agents analyze commercial, operational, and procurement data to surface latent synergies — including those invisible in the original deal model — and track their materialization over time.
Carve-Out Automation
Specialized agents accelerate carve-outs and TSA exits by mapping shared services, designing standalone target architectures, and automating the rebuild of independent operating capabilities.
