AI GOVERNANCE · PRIVACY · LEGAL-TECH

AI & data privacy
consulting that doesn't kill your sales.

Helping companies use AI responsibly, protect user data, and build privacy-compliant products — without slowing down your team.

// about

Legal, engineering and product — one operator.

I help businesses navigate the regulatory, strategic and operational challenges of shipping AI and handling data.

My work combines legal thinking, product intuition and a working understanding of how AI systems are actually built — so teams can move faster without ignoring risk.

— Marta, Founder
// services

Four core practices for privacy-forward teams.

01

Privacy Compliance & Audit

End-to-end privacy compliance programs across GDPR, CCPA, and applicable local privacy frameworks — including privacy policy drafting, data processing documentation, consent frameworks, and hands-on user flow audits to identify where personal data is collected, shared, or exposed in your product.

02

AI Governance & Compliance

Practical AI governance programs covering EU AI Act readiness, NIST AI RMF, and ISO 42001 — including AI risk classification, system documentation, governance policy drafting, and implementation roadmaps for teams building or deploying AI.

03

DPO-as-a-Service

Fractional Data Protection Officer support with ongoing compliance monitoring, DPIAs, regulatory liaison, and incident response guidance.

04

Training & Workshops

Custom sessions for leadership and teams on AI regulation, privacy engineering, and building a culture of responsible innovation.

// why

Strategic guidance for teams shipping AI.

  • 01

    Legal background combined with technology and business understanding

  • 02

    Practical advice, not theoretical memos

  • 03

    Clear communication for founders and teams

  • 04

    Experience with startups, tech products, AI tools, ML models and compliance

  • 05

    Focus on business growth and risk reduction

// faq

Common questions about AI governance & privacy.

The questions founders, product leads, and tech teams ask most often before we start working together.

// clients

Built for teams that ship fast and care about how it works.

StartupsSaaS CompaniesFoundersLegal TeamsOperations TeamsBusinesses Adopting AICompanies Handling Personal Data
// process

A three-step engagement.

STEP_01

Discovery

We identify your goals, current risks, and business context.

STEP_02

Assessment

I review your AI use, data practices, documents, workflows, or product structure.

STEP_03

Strategy & Implementation

You receive clear recommendations, policies, templates, or an action plan.

// recognition

Publications & Recognition.

Peer-reviewed research, legal commentary, and industry awards

// part 01

Awards & credentials

2025

ILTA Young Professionals to Watch

International Legal Technology Association (ILTA)

Distinguished Peer Award · April 2025 · Myrtle Beach SC

2024–2025

Legal Innovation and Technology Program

Master's Degree

IIT Chicago-Kent College of Law

2022

FinTech: Future Commerce Certificate

Harvard University

2020–present

Trainer & Speaker — Data Privacy & AI Governance

Business Consulting Academy (BCA)

300+ students trained since 2020

2020

Licensed Attorney

Ukrainian Bar Association

// insights

Field notes on AI, privacy and the stack.

All writing →
AI Risksoon

How businesses can use AI without creating unnecessary legal risk

Read essay →
Privacysoon

What founders should know about data privacy before scaling

Read essay →
Governancesoon

Why AI policies are becoming essential for teams

Read essay →

Ship AI responsibly.

Let's discuss how your business can use AI, protect data, and reduce legal and operational risk.

Book a Consultation→