Our Services
AI integration, response-quality improvement and knowledge retrieval — from the first feature to ongoing maintenance.
AI Product Integration
Turn an AI idea into a feature that fits your product, data and users, with application engineering around the model.
- LLM API Integration
- Use-Case and Integration Design
- Conversation Flows
- Existing Backend Integration
- Output Contracts and Failure Handling
AI Quality & Operations
Improve inconsistent responses and keep application behavior coherent as models, settings and requirements change.
- Response Validation
- Fallback and Recovery Behavior
- Regression Checks for Known Failures
- Model Settings and Data Migration
- Cost-Accounting Consistency
Memory & Knowledge Retrieval
Design and investigate how knowledge is saved, retrieved for the right context and used by the answering workflow.
- Conversation Memory Design
- Embeddings and Vector Search
- PostgreSQL / pgvector
- Persistence and Identity Checks
- End-to-End Retrieval-Flow Review
Additional Capabilities
Application Integration
Connect AI features to existing interfaces and backend workflows.
Elixir & Phoenix
Application and backend engineering to support your AI features.
Cloud Deployment
Cloudflare and cloud infrastructure to support application delivery.
Quality Verification
Review expected behavior, known failures and recovery paths.
Model Maintenance
Keep model settings, stored data and cost calculations consistent.
Ready to Start?
Whether you need a full-scale AI platform or a robust backend system, let's talk it through. Book a free consultation — quick response, no commitment.
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