Build your AI Factory without guesswork

Access the self-assessment tools and video session instantly. No email required. Book a free strategy review if you want to align the model to your architecture, governance, and delivery roadmap.

Designed for enterprise teams moving from AI experimentation to production delivery. Built around reference architecture, governance, reusable components, and an ROI‑tracked use case pipeline.

01 / KEY BENEFITS

Why AI Factory?

Most AI initiatives fail at scale because they stay isolated, difficult to govern, and expensive to replicate. AI Factory helps enterprises move from pilots to a governed, reusable operating model for GenAI delivery. It creates a clearer path from experimentation to repeatable production outcomes.

  • Understand what it really takes to run AI as a repeatable business capability, not a collection of pilots.
  • Diagnose your organisation’s AI maturity and gaps across strategy, governance, platform, data, and people.
  • Identify a first POC that can become the seed of your AI Factory, instead of another one-off demo.

SESSION INTERVIEW

02 / WHAT’S INSIDE

What you get instantly

AI Factory helps enterprises move from isolated AI pilots to a governed, reusable operating model. It combines reference architecture, governance, reusable components, and an ROI‑tracked use case pipeline. This makes GenAI delivery easier to standardize across teams and use cases.

Executive session: “AI Factory: Operating Model for AI at Scale”

A 45–60 minute conversation with Magdalena Okrzeja (AI Strategist, DS STREAM) and Carlos Navarro (Enterprise Pre-Sales Consultant) on how enterprises can move from ad-hoc experiments to a scalable AI operating model.

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AI Factory Readiness Onepager

A one-page tool to quickly position your organisation on the AI maturity curve and spot gaps in strategy, governance, platform, data, and skills.

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First AI Factory POC Checklist

A practical checklist to test whether your next AI use case has the right profile to become a reusable module in your AI Factory, not just another isolated POC.

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LIMITED SPOTS

Free AI Factory Maturity Review

A 45–60 minute consultation with a DS STREAM AI Strategy Advisor to walk through your self-assessment and define 1–2 priority moves for the next 90 days.

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AI Factory operating model diagram: organization design, AI governance & compliance, technology & architecture, use case delivery, value realization

03 / THE AUDIENCE

Who this is for?

This package is designed for enterprises that have already started experimenting with AI and now need to scale, govern, and industrialise what works. If you have AI pilots but no AI Factory, this is for you.

You’ll get the most value if you are:

  • CIO, CDO, Head of Data/Analytics/AI, Head of Innovation, IT Director.
  • Sponsoring multiple AI pilots, but lacking a coherent AI operating model and governance framework.
  • Under pressure to show measurable impact from AI on cost, revenue, or risk – not just interesting demos.

04 / STRATEGY REVIEW

Why book
a consultation

A consultation is the right next step when you need more than general guidance. Use it to review your current architecture, governance model, use case pipeline, and internal capabilities. The goal is to define a realistic path to scale, not to deliver a generic discovery call.

What we discuss?

  • Current AI maturity and delivery bottlenecks.
  • Governance, security, and operating model requirements.
  • Use case prioritization and sequencing.
  • Architecture decisions and platform fit.
  • How to move from pilot outcomes to repeatable production delivery.
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05 / SPEAKERS

Who's behind the AI Factory session?

Magda Okrzeja, AI Strategist at DS Stream

Magda Okrzeja

AI Strategist

Engineering background and hands-on experience designing AI platforms, orchestration layers, and AI delivery models for enterprise clients.

Carlos Navarro, AI Strategy Advisor at DS Stream

Carlos Navarro

AI Strategy Advisor

Works with enterprise customers to implement large-scale AI and data solutions, translating complex architectures into clear business outcomes.

Together, they bring the technical depth and business perspective enterprises need to make AI a real operating capability, not another hype cycle.

DS Stream engineers working together in the Warsaw office

06 / PROOF OF VALUE

Who we are?

DS Stream positions AI Factory as a proprietary operating model for scaling enterprise GenAI delivery, combining platform architecture, governance, reusable components, and an ROI‑tracked pipeline.

The broader AI and MLOps offering also emphasizes product-grade systems, observability, guardrails, and cost control – reinforcing an enterprise positioning built on delivery discipline, not just innovation.

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