You bought generic AI tools,
but the business still won't adopt them?
Generic tools don't know your business
Support scripts, sales flows, and internal knowledge differ by team—out-of-the-box rarely fits.
No deliverable Agent plan
Plenty of ideas, but no one to map scenarios, design skills, pick models, and ship to production.
Security and compliance concerns
Company knowledge and customer data can't live on public platforms—you need controlled deployment and access.
Integration and ops underestimated
CRM, ticketing, Slack/Feishu/WeCom, and post-launch iteration need professional support.
Built for your scenario AI Agent delivery
From discovery to production operations—one team
AI that enters your workflows—not another demo
Scenario-first design
Map Agent use cases and ROI paths for your industry and roles
363+ capability reference library
Writing, marketing, support, ops, analytics presets—reuse and extend
Flexible multi-model routing
DeepSeek, GPT, Claude, Qwen by scenario; private and hybrid deployment available
Delivery and continuous optimization
Launch training, measurement, and iteration—not a one-off handoff
Four steps to enterprise Agent delivery
Discovery
Understand scenarios, data landscape, and success criteria
Solution design
Agent architecture, skill list, and implementation plan
Build and integrate
Configure or develop Agents, integrate systems, UAT sign-off
Launch and operate
Training, monitoring, iteration for stable production use
363+ capability examples across core business scenarios
Reference library only—we customize the same or extended capabilities for your enterprise
Delivery goes beyond "another chatbot"
We build Agents as runnable, integrable, operable business components
Multi-model selection and routing
Best model per scenario
Configure model mix and fallback by cost, speed, quality, and compliance requirements.
Business system integration
CRM / ticketing / collaboration
Connect existing systems and knowledge bases so Agents read context, trigger flows, and write back results.
Security and access control
Clear data boundaries
Role-based access and sensitive-data isolation; private or hybrid deployment available.
Measurement and iteration
Launch is not the finish line
Acceptance metrics and feedback loops to improve prompts, skills, and knowledge over time.
Service plan reference
Final scope and quote depend on scenario complexity—email us to discuss
✓ Single-scenario Agent customization
✓ Discovery and solution documentation
✓ Skill configuration and prompt tuning
✓ One UAT round and launch support
✓ Multi-Agent orchestration
✓ Enterprise knowledge base integration
✓ Slack / Feishu / WeCom and CRM hooks
✓ Launch training and ops support
💡 Reference plans only—scope and pricing confirmed after discovery.
See full service plans
From idea to production—we stay with you
Support assistants, sales copilots, internal knowledge Q&A, or industry-specific Agents—we deliver discovery through operations. The 363+ preset library is a starting point for depth customization.
Book a free discovery call
Tell us your business scenario and goals
We will share an initial plan and pricing guidance