FOR INVESTORS & PE FIRMS · AI-FIRST VALUE CREATION

AI is the next value-creation lever. Most portfolios can't operate it.

Former CTIO & Chief Product Officer, Hotelbeds Group (HBX) · Operator in Cinven, CPPIB & Platinum Equity portfolios · CIO of the Year — CIONET 2018

Every thesis now has an AI line. Few portfolio companies can turn it into EBITDA. I bring operator-led AI value creation and technology diligence — proven across €8B+ of platform revenue, two carve-outs and post-merger integrations — so the upside is real, not hypothetical.

€8B+

Platform revenue enabled

2

Carve-outs · €32M managed

€20M+

Annual savings delivered

What I Do

From AI Ambition to Operating Reality

Clear scope. Defined timeline. Measurable outcomes.

AI Value Creation Across the Portfolio

Turn AI from a thesis line-item into realised EBITDA — a quantified value-creation plan operated to a disciplined, board-ready cadence across portfolio companies.

AI & Technology Due Diligence

Red-flag and opportunity diligence in 2–4 weeks: architecture, AI readiness, data maturity and cyber — a risk-adjusted value view your IC can act on.

Carve-Out & Operating-Model Execution

Operator-led carve-outs, post-merger integration and operating-model redesign — the foundation an AI-first portfolio company actually runs on. 2 carve-outs, €32M managed.

I also work with Revamp Advisors, a boutique advisory company alongside other high-profile ex-CIOs.

Operator-Proven at Scale

What Operating It Actually Looks Like

AI ambition is easy to declare. The proof is in the operating layer underneath it — the workforce redesigns, platform migrations, carve-outs and cost take-outs I have actually delivered at scale.

Technology Stack

GenAI & LLMs Agentic AI / Multi-Agent RAG & Vector DBs LangChain / LlamaIndex Model Context Protocol (MCP) Fine-tuning & RLHF MLOps / LLMOps AI Evals & Guardrails Agentic SDLC / AI Copilots AWS · Azure · GCP Databricks & Snowflake Kubernetes Python DevSecOps

Sectors

Travel & Hospitality

Hotelbeds Group, Awaze/TUI

Financial Services

Lloyds Banking Group

Media & Broadcasting

BT Sport

Industrial & Testing

SGS

Engagement Models

Three Ways to Work Together

Fractional / Interim Executive

Part-time or full-time technology leadership for 3–9 months.

Advisory Project

Focused 4–12 week engagement with defined scope and deliverables.

Leadership Coaching

One-to-one coaching for technology leaders navigating transformation.

Start a Conversation

For Boards & C-Suite Leaders

The Operator's Briefing

A private quarterly communiqué on enterprise AI governance, agentic delivery, and the value-creation levers behind real transformation — curated for board members and operators. Not a newsletter.

Álvaro de Nicolás

Álvaro de Nicolás

Private equity-grade technology execution. Carve-outs, post-merger integrations, and AI-enabled operating models.

Connect

LinkedIn

alvaro@dnaventures.ai

alvaro@revampadvisors.es

Revamp Advisors

© 2026 Álvaro de Nicolás. All rights reserved.

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alvaro@dnaventures.ai