Business Case

Enterprise AI Integration

You've launched AI pilots — but the leap into production just won't happen.

Sound familiar?

Check off what you recognise — CLUE is listening.

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The Challenge

You’ve launched AI pilots. Some of them successful, even. But the leap into production won’t happen. Integration with existing systems turns out to be more complex than expected. Operations aren’t sorted out. And the team can barely keep up with day-to-day business on top of it.

How Aclue solves it

We accompany the whole journey: from identifying use cases through proof of value to production integration and operations. We translate between the business side, data, and technology — and deliver a solution that actually works. Not in the lab. In your company.

Our method: understand the challenges → identify use cases → evaluate the business case → build an MVP → deliver integration → establish operations → support scaling.

What is this costing you today?

  • PoC success rateToday:90% of PoCs never reach production readinessPotential with Aclue:3+ production use cases within 6 months
  • Time to valueToday:12–18 months to first production deploymentPotential with Aclue:4–8 weeks to first prototype
  • Friction lossesToday:Business side and IT don't speak the same languagePotential with Aclue:One team, one method, one point of contact
  • Operating modelToday:No clear operating model for AIPotential with Aclue:Monitoring, support, CI/CD from day one
  • ROI timeframeToday:Unclear or unmeasurablePotential with Aclue:6–12 months after integration

The result

AI that runs in production. In your systems. With measurable ROI. And a team that can keep evolving it themselves.

TodayWith Aclue
3+ use cases
in production within 6 months
< 8 weeks
to first prototype
< 12 mo.
to ROI

Built with: Enterprise AI Integration →

Where this already works

Otto

Otto, Tchibo — Retail & E-Commerce

Products & Platforms at Otto and Tchibo

Result: Millions of push messages in real time, product data enriched automatically

More projects on this topic →

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