You want AI adoption, but where should you start?

Wrong entry points waste budget; over-scoped plans never land. We identify the highest-ROI first move.

Free 15-min Discovery →

AI fails less because of models and more because of wrong scope. Entry point selection is everything.

3-step AI entry-point method

Step 1: 15-min discovery — should you do this now?

Free. If AI is not right for your process now, we’ll tell you directly.

Step 2: Deep diagnosis — what to automate first

You get an execution-ready roadmap with timeline and acceptance criteria.

Step 3: Delivery support — from plan to launch

We can deliver directly after planning, no extra vendor coordination required.

Teams that did the math, then executed

Case 1: AI Training Management System

Pain point: HR spent 2-3 days each month manually checking training progress, while learner questions piled up.

After implementation: Natural-language queries return progress in 10 seconds. Learner support response improved by 80%, reducing monthly labor costs.

Case 2: AI Sales Conversation Analysis Platform

Pain point: Sales quality depended on personal experience and onboarding was slow.

After implementation: Conversion increased by 15%, onboarding time was cut in half, and top-sales practices became repeatable.

Case 3: WeCom Daily Summary Automation

Pain point: Operations spent around one hour daily consolidating reports manually, with frequent misses.

After implementation: One hour saved per day, near-zero summary errors, and managers got instant visibility.

We are a small team. Is AI transformation expensive?
We start with small, high-impact pilots and scale after proven gains.
Do we have to hire your team for implementation?
No. You can execute with any team. We also provide implementation if you prefer speed.

Book now for a free 15-minute AI discovery call

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