Proud Branding Partner
Value Creation for Private Equity conference by IQPC, 2026 | 14 to 15 October | The Marble Arch Hotel, London

Engineering the AI-powered portfolio company
We do not sell
portfolio companies AI.
We engineer it into
how they run.
Decimal Point Analytics is an engineering and transformation partner, not an AI vendor. We help PE organisations and their portfolio companies embed AI directly into the workflows that drive the business: from deploying open-source and open-weight small language models, to building and fine-tuning task-specific models and agentic systems, to running them in production once they are live.
Engineered where it moves a number an operating partner already reports on. Cash. Margin. Throughput. Quality of earnings.
Meet us at the Value Creation for Private Equity conference by IQPC, 2026
THE GAP
AI on the value creation plan is a purchase. AI on the EBITDA bridge is an engineering project.
Frozen budgets. Longer holds. Compressed returns. Boards have declared they will not back anything unless it is AI. So portfolio companies buy tools. Licences get signed, pilots get run, and the workflow underneath does not change.
The ambition sits at the fund. The execution stalls at the portfolio company. The value stays trapped.
Nothing reaches the EBITDA bridge until someone re-engineers the process itself: the data it runs on, the models that read it, the agents that act on it, and the operations that keep it running after everybody else has left the building.

The engineering stack
Right-sized models. Not one model for everything.
Most AI spend in portfolio companies goes to a general-purpose model doing a specific job badly, at a per-seat price. We engineer the layer that fits the task, which is what makes the run-rate defensible three years into a hold.
How Decimal Point Analytics builds AI inside a portfolio company
What we engineer
Value, on the levers a PE operator already owns.
The finance function, rebuilt
Statement spreading, data validation, reporting and close acceleration, engineered end to end rather than bolted on. Faster, cleaner, exit-ready numbers, and a finance team that shapes the equity story instead of chasing it.
AI inside the commercial model
Pricing discipline, sales acceleration and customer insight built into the workflow the commercial team already uses. Engineered around the problem statement, not the tooling, so it lifts revenue rather than running as a tech experiment.
Structural cost advantage
Agentic automation of high-volume, high-cost processes. Lower labour intensity, higher throughput, and a cost position that is engineered into the operating model rather than cut into the headcount.
Reporting and exit
Clean, fast, defensible data as a continuous capability, not an end-of-cycle scramble. Quality of earnings that holds up, and a portfolio company that walks into diligence with its numbers already built.
proof
Not promises. Numbers already on the board.
Finance, faster
Around a 90% reduction in statement processing time, at near 100% accuracy with human validation. Delivered for a global financial institution.
Reporting, cleaner
Reporting errors reduced by roughly 60%, with turnaround compressed from T+90 to T+4 days.
Decisions, automated
Agentic document-to-decision automation running in production at 86% plus accuracy from day one.

WHO SHOULD TALK TO US
If you carry a value creation mandate, this is for you.
- Operating Partners across Finance, Technology, GTM and Talent.
- Chief Transformation and Chief Strategy Officers.
- Fund leads for AI, data and digital across the portfolio.
- Portfolio company CEOs and CFOs who are accountable for delivering the plan.

Find us in London
Bring one company and one workflow. We will show you what the engineered version looks like.
We are a proud Branding Partner of Value Creation for Private Equity 2026. Book a 30-minute working session at the event. Pick a portfolio company and a single function, and we will map what an engineered version of that workflow looks like, what it costs to build, and which number it moves.
Branding Partner, Value Creation for Private Equity conference by IQPC, 2026 | 14 to 15 October | The Marble Arch Hotel, London
