AI Integration & Data Access
Design and build AI plumbing: agent definitions, orchestration, MCP servers and secure data access layers.
Learn moreBlack Bear Solutions B.V.
AI Era Software Engineering
We build your AI plumbing end to end: agent definitions, orchestration flows, MCP servers, model extension and training, and secure integration into existing systems.
What we deliver
From AI strategy to implementation, we help you choose the right direction and deliver production-ready execution with senior engineering ownership.
From AI Prototype to Production
Translate strategy into implementation plans, then harden architecture, security and operations for dependable production use.
Learn moreLegacy Software Modernization
Modernize legacy platforms so AI capabilities can be introduced without disrupting core business operations.
Learn moreDedicated Software Engineering
Add senior engineering capacity with 10+ years of applied AI delivery experience across model work and production systems.
Learn moreWhy Black Bear Solutions
We combine 10+ years of AI solution delivery with practical engineering accountability, from strategic decisions to stable implementation.
Strategy plus implementation
We advise on where AI creates real value, then execute the roadmap with architecture, delivery and operational ownership.
Deep AI plumbing expertise
We implement the technical backbone: agent architecture, orchestration logic, MCP servers and controlled model integrations.
Longstanding applied AI experience
Our team has more than a decade of experience building, extending and training models for real customer use cases.
Selected capabilities
Hands-on AI and software engineering capabilities from platform plumbing to deployment and support.
Strategy and implementation
- AI opportunity and feasibility guidance
- Roadmaps from concept to production
- Architecture and security reviews
- Delivery governance and technical leadership
AI plumbing and model work
- AI agent definition and orchestration
- MCP server architecture and implementation
- Model creation, extension and training
- LLM integration with business systems
Production readiness
- CI/CD and release automation
- Test strategy and quality assurance
- Observability and operational support
- Long-term maintenance and optimization
Need a team that can architect and build your AI foundation?
Tell us your AI goals and current landscape. We will propose a clear strategy and practical implementation path.
Start the conversation