# Implementation, transformation and AI engineering for corporate finance firms

> Every Mindro plan includes implementation, training and change support, plus data and AI engineering by Mindro's forward-deployed engineers and data scientists. No developers needed on your side.

URL: https://www.mindro.co/services
Last updated: 9 October 2026

**Short answer:** Every Mindro plan includes the work that makes AI change how a corporate finance firm works: transformation support and training, AI strategy, change management, process re-engineering, and data and AI engineering by Mindro's own forward-deployed engineers and data scientists, onsite, remote or both. Your firm does not need its own developers.

## Software alone won't change how you work

Three years of Copilot and ChatGPT didn't change how you work. Software alone won't either. That is why implementation and training are part of every Mindro plan, not an extra.

## Included in every plan: transformation support

| What | How it works |
|---|---|
| Dedicated Teams channel | A direct line to the Mindro team |
| Office hours | Regular sessions to bring questions and new use cases |
| Power-user one-to-one sessions | Individual sessions with the people who will lead adoption in your firm |
| AI training and workshop | A 2-4 hour training and workshop for the firm |
| Agent mini hackathon | Your team builds and tests agents for its own work |
| Refresher training | A refresher after 3-6 months |

## AI strategy, change management and process re-engineering

Mindro is AI-native: we run our own company, client service and product development with AI in every possible way, so we teach what we practise every day.

### AI strategy
Define your AI objectives, set measurable targets and build a 12-month roadmap your partners can own. We use McKinsey's [three horizons of AI transformation](https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/from-adoption-to-impact-three-horizons-of-ai-transformation) as the frame: enablement (individual AI tools), automation (AI-run workflows at scale) and reinvention (redesigned roles, workflows and operating models). In McKinsey's July 2026 survey, only 11% of leaders say their organisation has reached reinvention. From our conversations with more than 100 M&A leaders in Europe, most corporate finance firms are still in enablement; Mindro takes them to automation with governed deal workflows and helps prepare for reinvention. [Build or buy? A guide for AI working groups](https://www.mindro.co/build-vs-buy#three-horizons)

### Change management
Workshops, training, user manuals and dashboards, built for corporate finance professionals, not generic AI users.

### Process re-engineering
Redesign workflows around what AI makes possible, so every new model or method is integrated fast.

## Data and AI engineering by forward-deployed engineers and data scientists

Mindro's forward-deployed engineers and data scientists work with your team, onsite, remote or both. They onboard your documents into the [firm brain](https://www.mindro.co/firm-brain), configure your IM templates and integrations, and build the agents your workflows need. A set number of engineering hours per month is included in each plan: the Boutique plan includes 1 hour and the Advisory plan 4 hours of data and AI engineering per month, and for Institutional the hours are agreed to need. Who is your engineer? With Mindro, you have one. [See pricing](https://www.mindro.co/pricing) · [Setups for institutions](https://www.mindro.co/institutional)

## The team

**Ramin Etemaadi, CTO.** PhD in Computer Science, Leiden. Large-scale ML and data engineering in complex organisations; has worked with KLM, ING and Brenntag.

**Tamar van de Paal, CEO.** MSc in Industrial Design, Delft. Two AI-native companies and a career designing how people work with new technology; has worked with WPP, Google and Nextdoor.

## Frequently asked questions

**Do we need our own developers?**
No. Mindro's forward-deployed engineers and data scientists do the data and AI engineering with you.

**Are implementation and training included?**
Yes. Transformation support, AI strategy, change management, process re-engineering and a set number of engineering hours per month are included in every plan.

**Do you work onsite?**
Onsite, remote or both, whichever suits your firm.

[What the firm brain is](https://www.mindro.co/firm-brain) · [Build or buy? A guide for AI working groups](https://www.mindro.co/build-vs-buy) · [Pricing](https://www.mindro.co/pricing) · [Book a briefing](https://www.mindro.co/contact)