Knowledge is scattered across PDFs, chats, emails and tools
Digital Response Unit / AI Capabilities
Operational AI for SMEs
AI systems applied to business operations.
We build AI systems that capture knowledge, assist teams, automate workflows and support operational decisions.
Digital Response Unit builds operational AI systems, not generic chatbots. Knowledge is the foundation. Workflows, decisions, notifications and copilots are where the business value appears.
The Problem
Operational intelligence is fragmented.
When knowledge, decisions and workflows are disconnected, operations slow down.
Operational decisions rely on manual judgment and memory
Workflows wait for human follow-up
Alerts arrive late or without context
Teams repeat the same questions and searches
Generic AI is disconnected from real operations
The DRU AI Offer
Operational AI systems, not generic chatbots.
We combine software, automation and AI to build systems connected to company knowledge, workflows, rules and business tools.
AI Knowledge Management: Capture, structure and retrieve company knowledge.
AI Decision Intelligence: Support operational decisions with context, rules and business data.
AI Workflow Automation: Trigger actions, notifications and handoffs from business events.
Business Copilots: Role-specific assistants for operations, sales, support and management.
Private AI Systems: Controlled AI environments connected to company data and systems.
Model Customization: Adapt prompts, retrieval logic, tools and behavior to real workflows.
AI Governance & Operations: Monitor, maintain and improve AI systems over time.
Flagship Solution
AI Knowledge Systems are where we usually start.
We collect, structure and index company knowledge so employees can ask questions in natural language and receive contextual answers.
DocumentsPDFsERPCRMEmailsProcedures
Collect
Structure
Retrieve
Answer
Intelligent Operational Notifications
AI does not only answer. It notifies.
Once company knowledge is structured, AI can push the right information to the right person at the right time.
A vehicle arrives: notify the team with the correct reception procedure
A new employee starts: send onboarding knowledge
A maintenance request is created: send the relevant checklist
A customer issue is detected: suggest the resolution procedure
A delivery is delayed: recommend next operational actions
Knowledge becomes proactive, not only searchable.
AI Operational Agents
AI embedded into business operations.
Knowledge Agent: Answers operational questions from company knowledge.
Notification Agent: Pushes relevant information based on business events.
Decision Support Agent: Recommends actions using company knowledge, context and business rules.
Workflow Agent: Coordinates repetitive handoffs between systems, people and tools.
Reporting Agent: Turns operational data into summaries, exceptions and management signals.
Customer Support Copilot: Helps teams resolve issues using history, procedures and business context.
Example Use Cases
Operational AI built around real workflows.
Transport & Fleet
- Driver procedures
- Incident copilot
- Fuel and speed anomaly suggestions
- Delayed delivery next actions
Facility Management
- Technician copilot
- Maintenance checklist automation
- Customer history summarization
- Escalation recommendations
Hospitality
- SOP assistant
- Staff onboarding
- Guest issue resolution
- Service recovery recommendations
Retail
- Product knowledge
- Customer support
- Store procedures
- Sales follow-up automation
Technical Architecture
From knowledge to operational intelligence.
Knowledge Sources
Data Extraction
Cleaning & Structuring
Vector Database
RAG Layer
LLM
Business Rules
Notifications / Dashboards / Actions
OpenAI / LLMsVector Databasepgvector / QdrantRAGn8nERPNextPayload CMSPostgreSQLAPIsCloud Infrastructure
What We Have Built
Built AI knowledge transmission systems.
Digital Response Unit has developed AI-based knowledge transmission concepts designed to capture business knowledge, make it searchable and support operational teams through contextual guidance, recommendations and notifications.
Knowledge harvesting
Structured knowledge base
Natural language retrieval
Contextual recommendations
Operational notification logic
Business workflow integration
Why DRU for AI
Practical AI, built for operations.
Business-first AI approach
Not chatbot-only
Built around real operational workflows
Integrates with existing systems
Designed for SMEs
Combines software, automation and AI
Focused on measurable business usefulness
Vision
From company knowledge to operational intelligence.
We believe every SME should have an AI layer that understands its business, preserves its knowledge and supports its teams every day.
AI that understands the operation.
Not a generic chatbot. A business layer connected to knowledge, workflows, rules and actions.