Tools that turn AI ideas into a defensible business case.

If you want to evaluate time savings, FTE impact, governance maturity, and rollout priority properly, you need more than a demo.

Estimate potential Estimate potential

Three glass instruments: sliders, checklist and gauge

Three entry tools

Fast, concrete, and without tool theatre.

AI potential calculator

Estimate capacity, FTE impact, and savings potential for a real pilot case.

Potential analysis

Structured intake for your orchestration use case.

NIS2 checklist

Review governance, logging, roles, and supply-chain exposure.

Weekly AI live calls are now embedded across the site.

Every Saturday at 11:00 Europe/Berlin, the format gives a compact mix of market filtering, practical cases, questions, and clear next steps.

Saturday, September 12, 2026 at 11:00 · Europe/Berlin1x per weekLive Q&A

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Next session: Saturday, September 12, 2026 at 11:00 · Europe/Berlin. The series then continues on a weekly rhythm.

AI potential calculator

Model department, team size, repetitive work, and a realistic automation share directly here.

AI potential calculator

Estimate how much AI can realistically unlock inside your company.

Not demo theatre, but a first defensible model for capacity, cost leverage, and pilot priority.

Department or first pilot caseLead qualification, follow-up, and offer preparationTypical leverage: lead triage, follow-up sequences, draft offers, and CRM next-best actions.Employees affected8Repetitive work per person / week10 hrs / weekRealistic automatable share52%Internal fully-loaded hourly rate in EURPlanned AI and system budget per month in EUR€1,900 per month

Summary

Your modeled potential

83 / 100

For Sales and lead handling, the calculator currently models 2163 hours that can be freed up per year. That equals 1.3 full-time equivalents and a gross savings potential of €99,507. After the planned system budget, €76,707 remain as annual net impact.

Hours that can be freed up per year2163

Equivalent full-time capacity1.3

Annual gross savings potential€99,507

Net effect in the first quarter€19,177

Annual net effect after system cost€76,707

Paybackunder 1 month

Pilot recommendation

Good case with human-in-the-loop

The leverage is real. The next question is approvals, data quality, and the right rollout entry point.

Send the scenario directly to Kai

If the calculator looks relevant, send the scenario immediately so we can discuss the real business case faster.

Model assumption: the calculator is a first economic view for repetitive work, approvals, and business leverage. Real rollout design depends on process quality, data, and risk.

Start potential analysis

If you want to prioritize a real process, a few clear inputs are enough for a strong first assessment.

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