Unprioritized opportunities
Too many possible use cases and no shared way to decide where to begin.
AI strategy · product · engineering
Turn AI into an operating advantage.
Quarzo.ai helps companies identify where artificial intelligence creates value, design a rigorous roadmap, and ship it into production — across products and internal workflows.
✦ A free first conversation. We start with your problem, not a generic sales deck.
PhD-level AI research • European industrial research • Fortune 500 environments • Document & multimodal AI • Products for EU and US markets
The starting point
AI does not start with the model.
It starts with a business decision.
We connect strategy, data, models, and delivery to turn complex uncertainty into a path you can verify.
Build vs. buy
Tools, APIs, open-source models, and vendors are hard to compare rigorously.
Fragmented data
Documents, images, and company knowledge are not yet ready to become a system.
Pilots without production
Promising demos without evaluation, ownership, security, or workable economics.
Three levels, one path
Understand. Design.
Deliver.
Every level resolves a specific decision. Start wherever makes sense for your current situation.
01 — Understand€1,900 + VAT
AI Opportunity
Scan
Understand where AI can create value before you invest.
- Up to 3 assessed opportunities
- Impact, feasibility, data, and risk
- Build, buy, or non-AI direction
- Actionable document in 5 days
For teams ready to decide on a first step.↗
02 — Designfrom €12,000 + VAT
AI Transformation
Blueprint
From use case to an investable, executable plan.
- Architecture, data, and models
- Costs, ROI, risks, and governance
- Evidence-based build vs. buy
- 90-day / 12-month roadmap
For companies prepared to invest with evidence.↗
03 — DeliverOn request
AI Delivery &
Technical Stewardship
We take the plan into production, directly or alongside your team.
- PoCs, pilots, and production systems
- Evaluation, observability, human review
- Guidance for partners and teams
- Knowledge transfer
For selected projects with real potential.↗
How we work
Rigour is a form of speed.
Technology evolves quickly. A clear method keeps you from chasing every novelty and focuses energy where it matters.
Discuss your context ↗Problem before model
We start with users, process, and metric — not the latest available model.
Evidence before promises
Explicit assumptions, benchmarks, and evaluation make decisions defensible.
Technology independence
Proprietary, open source, external tool, or no AI: we choose what fits the case.
Adoption beyond the demo
People, control, feedback, cost, and maintenance are one system.
Where we help
Concrete opportunities,
not AI for its own sake.
We engage when a process, product, or decision deserves to be improved.
Document intelligenceKnowledge systemsMultimodal AIProduct copilotsWorkflow automationQuality controlHuman-in-the-loopAI-native products
These are opportunity categories, not guaranteed outcomes. Every case needs data, evaluation, and controls proportionate to risk.
Pricing
A clear first step.
An investment in proportion.
Transparent pricing for initial decisions. Travel and third-party costs are excluded.
01 — AI Opportunity Scan
€1,900
+ VAT · one weekA grounded map of opportunities, priorities, and order of magnitude for investment.
Request the Scan ↗02 — Blueprint Focus
€12,000
+ VAT · 2–3 weeksBusiness case, architecture, and roadmap for one product, department, or core workflow.
Talk about a Blueprint ↗02 — Blueprint Scale
€22,000
+ VAT · 4–6 weeksFor use-case portfolios and deeper transformation across workflows or business units.
Assess the scope ↗03
Delivery, technical stewardship, and on-site workProjects and engagement models quoted after discovery.
↗Why Quarzo.ai
Research depth.
Product reality.
Quarzo.ai brings together advanced research and real-world product delivery. The team combines PhD-level AI expertise, experience in European industrial research, Fortune 500 environments, and AI products for the US market.
Multimodal models, Document AI, Graph Neural Networks, topological models, evaluation, and end-to-end AI systems: that depth serves one clear purpose — separating an interesting demo from a system that creates value, can be measured, and stays operational.
Insights
For people making
better decisions about AI.
01
Workflow & productivity · 7 min
How to Find Workflows Where AI Creates Value
Read article ↗02
Strategy · 9 min
AI Build vs. Buy: A Guide for CEOs and CTOs
Read article ↗03
Delivery · 6 min
Why So Many AI Demos Never Reach Production
Read article ↗FAQ
The questions
that matter.
If yours is not here, write to us. A good question is often already part of the answer.
Do you work with companies that do not have an internal AI team?+
Yes. The engagement adapts to your organisation's maturity. We do need an internal sponsor and access to the people who know the product or process.
Do we have to share code or data?+
Not for the Opportunity Scan. A Blueprint can benefit from examples, documentation, or parts of a system, always in an agreed and confidential scope.
Do you recommend proprietary or open-source models?+
It depends. We assess quality, total cost, privacy, latency, control, lock-in, and team capability. The answer may also be an existing product or a non-AI solution.
Can you implement what you propose?+
Yes, directly for selected projects or as technical lead for a delivery partner or your own team.
How do you treat confidential information and personal data?+
Before receiving sensitive materials, we agree on NDA, access, retention, approved tools, and responsibilities. Please do not send personal data, code, or confidential documents through the public form.
Start here
A slow process, a product to evolve, or too many AI ideas to prioritise?
In 25 minutes, we will understand whether Quarzo.ai is the right partner and what first step makes sense for your company.
info@quarzo.ai ↗