ARMO BUD SP Z O O
Conversational AI system creation services

Building conversational AI systems that actually work

We design and develop dialogue systems for real business use — from customer support automation to internal process assistants. No hype, just systems that handle conversations reliably.

Custom dialogue design

We map conversation flows that match how people actually talk. Intent recognition, context tracking, fallback handling — built to reduce friction and keep users moving forward.

  • Intent modeling with real user scenarios
  • Multi-turn conversation management
  • Context-aware response generation
  • Error recovery patterns

Integration architecture

Connect AI systems to your existing tools and data sources. We handle API integration, data pipelines, and make sure everything communicates without creating maintenance nightmares.

  • CRM and helpdesk platform connections
  • Knowledge base and database integration
  • Webhook and API endpoint development
  • Real-time data synchronization

Performance monitoring

Track what matters: response accuracy, conversation completion rates, user satisfaction. We set up analytics that show where the system works and where it needs improvement.

  • Conversation quality metrics
  • User satisfaction tracking
  • Intent recognition accuracy
  • Response time analysis

Training and refinement

Initial deployment is just the start. We analyze real conversations, identify gaps, update training data, and continuously improve recognition accuracy based on actual usage patterns.

  • Conversation log analysis
  • Intent model updates
  • Response quality improvement
  • Edge case handling

Platform migration

Moving from one conversational AI platform to another without losing functionality. We handle data export, intent mapping, conversation flow recreation, and testing across the new environment.

  • Intent and entity transfer
  • Conversation flow recreation
  • Integration reconfiguration
  • Parallel testing and validation

Compliance implementation

Data handling that meets privacy regulations. We implement proper logging controls, user data protection, consent management, and audit trails for conversational systems in regulated industries.

  • GDPR-compliant data handling
  • Conversation logging controls
  • User consent management
  • Security audit documentation

What you can expect from working with us

Discovery and planning

Use case analysis 2-3 weeks
Conversation flow mapping 1-2 weeks
Technical architecture 1 week

Development and integration

Core system build 4-8 weeks
Platform integration 2-4 weeks
Testing and refinement 2-3 weeks

Deployment and handoff

Production deployment 1 week
Team training 3-5 sessions
Documentation delivery Complete

Ongoing optimization

Performance monitoring Continuous
Model updates Monthly
Support response 24-48 hours