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AI-PLATFORMS // DOMAIN BRIEF
AI Platforms
Intelligent workspaces and automated agents.
Connecting AI models requires solid pipeline control. We build user-friendly panels for orchestrating prompts, validating LLM responses, and embedding vector datasets.
Domain Challenges
- Model timeout & rate limit errors
- Context window optimization costs
- API key custody security
- Prompt injection vulnerability
Engineered Solutions
- Queue-based LLM task handlers
- Hybrid embedding chunking rules
- Vault credentials encryption
- Input filter validation tools