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DaVinci Dynamics Consulting · Independent strategic AI consultancy

Human-Centric AI
Transformations

Build the AI-enhanced organization your people will actually love working in. We treat AI as a design material — woven into your strategy, workflows and culture, not bolted on as another tool. We make AI deliver measurable business value.

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Choose your context

Where does it
hurt today?

Recognizable problems

Three workflows we
meet everywhere.

Different industries, same frays. Each one has an owner, a measurable baseline and a bounded first fix.

Document-heavy back office

Tenders, contracts and reports read and re-keyed by hand; specialists spend a third of their week moving text between systems.

An agent drafts, a human approves. Research time per document drops from ~35 minutes to ~6 — with every output traceable.

Sales-to-delivery handoff

Commitments made in the proposal evaporate during onboarding; delivery teams re-discover scope and customers repeat themselves.

A structured handoff agent extracts commitments, flags gaps and opens the delivery workspace — the customer never tells the story twice.

Knowledge scattered across tools

Answers live in mailboxes, shared drives and heads. New colleagues take months to become productive.

A RAG-based internal assistant answers with citations from your own documents — adoption measured weekly, not assumed.

A defined starting point

Start with a
diagnostic.

A fixed-scope, 2–3 week engagement that ends in a decision — not a slide deck. You keep every artifact either way.

  • One workflow map of the process that hurts most
  • A measured baseline: volumes, cycle times, error and rework rates
  • Ranked automation opportunities with data and integration constraints
  • A pilot decision brief your leadership can approve, revise or reject

2–3 weeks · fixed scope · 4–6 hours of your team’s time · no prices published — scoped after a first call

People & method

The hands
at the loom.

Multidisciplinary co-creation is not a method we invoice — it is who shows up. Five disciplines, one warp. Your team learns the pattern as we weave it, so the cloth holds after we leave.

Portrait of György Herbszt

György Herbszt

Strategy & Design

20+ years in human-centered product design. 10+ years in strategic and product management. SaaS, AI & ML, marketing automation.

Portrait of József Papp

József Papp

AI Strategy & Innovation

15+ years in digital product and process design. 10+ years in innovation and AI strategy. Telecom & SaaS, digital transformation.

Portrait of Márton Kopp

Márton Kopp

Growth & Marketing

5+ years in marketing and growth strategy. 8+ years in start-up and scale-up environments. SaaS, medtech, and finance sectors.

Portrait of Viktor Csuvik, PhD

Viktor Csuvik, PhD

AI Engineering & Training

Computer engineer with deep Python and AI/ML expertise. Led multiple teams in agile environments. Delivers corporate training and webinars on AI and machine learning.

Portrait of Balázs Erdélyi

Balázs Erdélyi

AI Leadership & Product

15+ years building end-to-end AI products. Deep expertise in personalization, recommender systems, LLMs and GenAI. Proven track record leading tech teams and driving AI strategy.

Explore before meeting

See your decision brief
before the call.

Our self-assessment turns seven focused questions into a one-page Board Decision Brief: one opportunity, an honest capacity model, assumptions, risks and a 90-day experiment. Yours to keep — whether or not we ever talk.

Sample brief — synthetic mid-size logistics company

Opportunity
Automate shipment-status reporting across 3 depots
Capacity
12 people × 3 h/week × 46 weeks ≈ 1,650 h theoretical → ~990 h at 60% realized adoption
Assumption
TMS data export stays available weekly
Risk
Carrier EDI quality — mitigated by human review of exceptions
90-day experiment
90 days, one depot, weekly measurement against baseline

Free · 3 minutes · no email required to see the sample

What happens next

Talk to a person,
not a funnel.

Book a 30-minute call with a senior consultant, or write to us directly. We reply within one business day — with a point of view, not a pitch deck.

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