[08] CAPABILITIES•Chat & Support
AI Chatbots
Conversational systems connected to your operational data.
Custom-trained conversational interfaces embedded into web applications, customer portals, or messaging channels. Grounded directly in your internal knowledge base with deterministic guardrails to capture leads, resolve customer support inquiries, and route actionable tasks.
Engineering Benchmark< 500ms Response Streaming
What this system includes
Semantic knowledge base retrieval over proprietary docs
Multi-channel embedding (Web, Customer Portal, Messaging)
Structured lead qualification & automated booking
Support ticket triage and automated resolution
Deterministic fallback and human agent handoff hooks
Full conversation history and analytics logging
What changes operationally
Before FineScale AI
Website visitors and portal users wait for manual support replies or abandon forms.
After System Deployment
Users receive instantaneous, accurate answers backed by verified documentation, capturing qualified leads around the clock.
Architecture flow
- 01User Message Ingestion via Embed Widget
- 02Vector Similarity Search over Corporate Knowledge Base
- 03Deterministic Schema & Policy Check
- 04Streaming Response Delivery with Action Triggers
- 05Lead Capture / CRM Sync
Integrates with
PostgreSQL PGVectorPineconeOpenAIZendeskIntercomHubSpot
Related systems
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• Private Cloud Enclaves• Zero Training Data Retention• 100% IP & Code Ownership