RAG Applications
Retrieval augmented generation apps that answer from your documents, databases, policies, product manuals, tickets, and internal knowledge sources.
RAGVector SearchKnowledge Base
AI Solutions
RAG applications, AI agents, and automation workflows grounded in your business data.
We build AI capabilities around your documents, knowledge bases, approvals, data sources, APIs, dashboards, and human review points.
AI capabilities
A practical AI stack for RAG applications, automation, decision support, search, and document-heavy business operations.
AI Knowledge Base Chatbots
Customer or internal chatbots trained around approved content with citations, source-aware answers, escalation paths, and admin-friendly updates.
ChatbotsCitationsSupport
AI Agents
Task-focused agents for intake, triage, scheduling, research, document handling, and business operations.
AgentsAutomationOps
Agentic AI Workflows
Multi-step workflows that combine tools, rules, approvals, and AI reasoning for real business processes.
WorkflowAIHuman review
Azure AI Foundry Solutions
Cloud AI solutions using Azure services, model orchestration, evaluation, and enterprise deployment patterns.
AzureFoundryEnterprise
AI Search & Semantic Search
Search experiences that understand intent, rank useful answers, filter by metadata, and connect users to the right document or record faster.
Semantic SearchEmbeddingsRanking
Document Intelligence & Extraction
AI workflows for invoices, forms, contracts, reports, medical documents, and PDFs with validation, review queues, and structured outputs.
OCRExtractionPDF
Business Copilots
Role-specific copilots for operations, sales, support, HR, and admin teams that combine business data, actions, and guided recommendations.
CopilotTeamsWorkflow
LLM Integration & Evaluation
Practical model selection, prompt flows, guardrails, quality checks, cost controls, and evaluation datasets for reliable AI features.
LLMEvaluationGuardrails
Local AI Model Integration
Private AI experiences using local or self-hosted models where data control and cost matter.
Local modelsPrivacyIntegration
RAG delivery examples
Common retrieval augmented generation builds we can deliver for teams that need reliable answers from real business content.
Company policy and SOP assistant
Built with secure ingestion, metadata filters, source citations, feedback capture, and practical answer quality checks.
Product manual or documentation chatbot
Built with secure ingestion, metadata filters, source citations, feedback capture, and practical answer quality checks.
Contract, invoice, and report Q&A
Built with secure ingestion, metadata filters, source citations, feedback capture, and practical answer quality checks.
Healthcare or operations knowledge search
Built with secure ingestion, metadata filters, source citations, feedback capture, and practical answer quality checks.
Map the data and workflow
Clear requirements, scoped delivery, source grounding, and practical safeguards keep AI useful in production settings.
Design the RAG or AI system
Clear requirements, scoped delivery, source grounding, and practical safeguards keep AI useful in production settings.
Deploy, evaluate, and improve
Clear requirements, scoped delivery, source grounding, and practical safeguards keep AI useful in production settings.
Need a RAG app or AI automation system?
Turn your documents, data, and workflow into a scoped AI solution with search, citations, software integration, and human review.