The value sceptic
CFO / Finance Director
Most companies struggle to assess AI ROI. The budget is flat for the majority of users. You want proof before you invest.

Sound familiar?
- AI budget requests come with vague ROI projections and no clear deliverables. A significant share of users see an unfavourable cost-benefit ratio.
- You can't tell whether AI investments are productive or just expensive experiments. Almost half of users are stuck in exactly that phase.
- Every new tool adds another subscription. The stack grows, the results don't.
- Vendors bill hours without accountability. Scope creep is the norm. You want fixed costs and measurable outcomes.
What changes with Unpyle
TCO-focused opportunity scoring before we build anything. Clear deliverables and progress reports. If the value isn't clear, you stop. No 12-month lock-in.
- Every AI opportunity scored on business value, feasibility and total cost of ownership. Not on hype.
- Clear scope and deliverables. No scope creep, no surprises.
- Bridge lets you test AI value with real data before you fully commit to implementation.
- Budget follows results. Companies that get past the experimentation phase increase their AI budget. We help you get there.
Recommended
Where to start
CFOs buy clarity and accountability. The management pillar offers both without committing to a full build.
Other roles
SME Owner / CEO
The accidental AI manager
The majority of SMEs use AI. Mostly on employee initiative, not management's. That's a governance risk you can address.
CTO / IT Director
The bypassed gatekeeper
In almost no company does IT drive AI adoption. Yet every AI project ends up on your desk eventually. Time to lead it, not clean it up.
Marketing Director
The AI-supported strategist
Marketing is one of the largest AI application areas. You already use generative AI for content. The next step is connecting it to something structural.
HR Director / L&D Manager
The training gateway
Only a minority of AI vendors offer formal training. Management wants AI upskilling. You need a training partner you can trust.
Scale-Up Founder
The fragmented experimenter
Your team runs AI experiments everywhere. Nothing is structural. You need a partner who builds at startup speed and covers the full stack.
Ready to build your AI setup?
Tell us about your role and challenges. We'll show you exactly how AI can work for you.
