RAG-Powered Knowledge Systems
Retrieval-Augmented Generation (RAG) connects AI to your actual data—documents, databases, and knowledge bases—so responses are grounded in your specific context, not generic training data.
Document Processing
Ingest PDFs, Word docs, spreadsheets, and web content into searchable knowledge stores. AI retrieves relevant context before responding.
Contextual Responses
Answers cite actual sources from your data. Users can verify information and trace responses back to original documents.
Continuous Updates
Knowledge bases stay current with automated ingestion pipelines. New documents become available to AI without retraining.
Agent Infrastructure & Tooling
AI agents go beyond simple Q&A. They reason through multi-step problems, use tools to take actions, and maintain context across complex workflows.
Multi-Step Reasoning
Agents break down complex requests into logical steps, gathering information and making decisions along the way.
- Task decomposition and planning
- Intermediate verification steps
- Error recovery and retry logic
Tool Use & Integrations
Connect agents to your existing systems—CRMs, databases, APIs, calendars, and more. Agents can read data and take actions.
- API and database connectors
- Standardized tool protocols (MCP)
- Secure credential management
Memory & Persistence
Agents remember context across sessions. Long-running workflows pick up where they left off.
- Conversation history management
- User preference tracking
- Workflow state persistence
Observability & Control
Monitor agent behavior in real-time. Set guardrails, review decisions, and maintain human oversight where it matters.
- Action logging and audit trails
- Configurable approval workflows
- Cost and usage monitoring
Chatbot Solutions
Deploy conversational AI across channels—websites, apps, messaging platforms. Our chatbots combine natural language understanding with your specific business logic.
Customer Service
Handle FAQs, troubleshoot issues, and escalate to humans when needed. Available 24/7 with consistent, on-brand responses.
Internal Support
Help employees find information, navigate HR policies, access IT resources, or answer operational questions.
Multi-Channel Deployment
One chatbot, many channels. Deploy to web widgets, Slack, Teams, WhatsApp, or custom apps with unified conversation management.
Example Use Cases
Restaurant Assistant
Answers guest questions about menu items, hours, reservations, and dietary accommodations. Integrates with booking systems to check availability.
Hotel Concierge
Handles FAQs, recommends local attractions, processes simple requests, and upsells amenities. Hands off complex issues to staff.
Document Research Agent
Searches across thousands of internal documents to answer questions, summarize findings, and cite sources. Saves hours of manual research.
Workflow Automation Agent
Orchestrates multi-step processes—data entry, approvals, notifications, reporting—with AI handling the logic and coordination.
Build Your AI Agent
Whether you need a simple FAQ chatbot or a sophisticated multi-tool agent, let's discuss what's possible for your workflows.
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