Senior AI Product Manager

Enterprise AI, from demand to adoption.

Former civil litigator, now a senior AI product manager and founder of Dragonform. I lead enterprise AI transformation across prioritisation, workflow redesign, delivery, governance and adoption.

Portrait of Antoni Peychev, senior AI product manager
10+
years in product and transformation
25+
products across six countries
30
person team across three continents
30+
enterprise implementations
Current focus

Enterprise AI product management

Through Dragonform, I focus on enterprise AI product management: opportunity intake, portfolio prioritisation, workflow redesign, build-buy-no-AI decisions, pilot definition, evaluation, governance and adoption. Client identities, sectors, timing and engagement details remain private.

Practice

What I do as an AI product manager

Choose the right opportunities

Intake, qualification and portfolio prioritisation, including honest build, buy or no-AI decisions.

Improve the workflow, not just the tool

Redesign the work around the decision, then decide where automation genuinely helps.

Define what a pilot must prove

Clear success criteria, evaluation design and a defensible route from pilot to production.

Build for adoption

Governance, enablement and change work so the product is actually used after launch.

Work

Selected enterprise work

Delivered product and transformation engagements with named, public organisations.

LegalTech · Knowledge product

Thomson Reuters / Practical Law

Translated England and Wales civil litigation into structured digital workflows for practitioners. Built a decision tool used by UK law firms.

3,000+ classified legal queries

Professional services · Transformation

Leyton

Led digital transformation across a multi-country product portfolio with a large cross-functional team. Worked directly with senior leadership on strategy and delivery.

25+ products across six countries

FinTech · Platform product

Moove

Delivered a self-onboarding platform for drivers across multiple markets. Replaced manual operational steps with a structured digital journey.

9 markets, three continents

InsurTech · Product leadership

Tamedocs

Product leadership for a consent-based medical data platform giving insurers structured access to patient records. Validated the proposition with UK insurers and advanced it to build stage.

20+ insurer validations

Range

LegalTechFinTechTaxTechInsurTechEnterprise transformationB2B SaaSRegulated environments
About

Law first, product second

I spent three years as a practising civil litigator before moving into product. That background shapes how I read regulated work: where judgment is irreplaceable, where process can be systematised, and where a confident tool would quietly be wrong.

Contact

Two ways to reach me

Commercial work

Enterprise AI product engagements run through Dragonform.

dragonform.me ↗

Speaking, mentoring, creative

Talks, mentoring, creative projects and collaboration — reach me directly.

Get in touch →