We bring the product and engineering; you bring a real scenario and feedback
Together we make the AI assistant better
No slideware demos — real usage every day. Real-scenario validation plus continuous product refinement.
Run the AI assistant through your actual business processes and see what it really does. Not a lab toy — a tool people use every day.
Your feedback directly shapes the product roadmap. The features you need get built first — we do not build in a vacuum.
Once the partnership works, we promote it together as a reference case. Your company gets exposure; our product gets validation.
For the 6-month partnership, product, deployment, and technical support are all free. Zero cost, zero risk, and you can leave any time.
A fair exchange that benefits both sides.
Not everyone is a fit — we have our own criteria.
| Dimension | ✅ Ideal profile | ❌ Not a fit |
|---|---|---|
| Company size | Small/mid-size company, 20-200 people | Sole trader / very large group |
| IM environment | Feishu / WeCom / DingTalk, 2+ platforms or 30+ users | A single small-team IM only |
| Real pain point | A concrete scenario (support, HR, internal workflows) | Tech research only, no scenario |
| Decision maker | An IT or operations lead who can decide | Needs layers of approval |
| Feedback commitment | At least one 30-minute call per month | Unreachable |
Simple and transparent, no tricks.
From first call to published case study — fully transparent.
A 30-minute video or phone call to understand your business scenario and IM environment.
Agree on the first rollout scenario, with clear goals and acceptance criteria.
We handle deployment and configuration so your team can start using it.
The scenario goes live, we collect feedback, and iterate fast.
Expand to more scenarios and keep improving the product.
Co-marketing that benefits both sides. Your company gets exposure; the product gets validation.
Send one email telling us your business scenario and IM environment
We reply within 24 hours