Assistants inside your app
Conversational help grounded in your own data and documentation.
AI Integration
Add AI to the software you already use.
You don't need a new system to benefit from AI. We integrate AI capabilities into your existing applications securely, measurably and without locking you into one provider.
Integration patterns
Practical AI capabilities, delivered where your users already work.
Document understanding
Extract, classify and validate information from files.
Smart search
Semantic search that understands meaning, not just keywords.
Summarization & drafting
Summaries, replies and first drafts inside existing screens.
Classification & routing
Categorize requests and send them to the right place.
Recommendations
Suggest next steps, products or content based on context.
- Your applicationexisting
- Secure backend APIkeys stay here
- AI provider / modelswappable
- Guardrails & validationquality
- Your data & workflowsresult
Done safely
Secure by design, not as an afterthought.
AI calls go through a backend layer you control. That protects credentials, lets you enforce rules, and keeps you free to change providers later.
- API keys and credentials never reach the browser
- Only the data a task needs is sent to a model
- Input and output validation with sensible limits
- Usage, latency and cost monitoring
- Provider-agnostic design with evaluation before switching
What would AI do inside your application?
Tell us about your current software and the task you'd like AI to help with.