Engineering Division -- Zestic AI
Multi-model inference engine. Supports GPT, Claude, Mistral, and custom fine-tuned models. Hot-swappable at runtime.
REST, GraphQL, WebSocket, and gRPC endpoints. OpenAPI 3.1 spec auto-generated. Rate limiting and auth built in.
Vector store with hybrid search. Supports RAG, structured queries, and semantic retrieval. Up to 10M documents.
Chain-of-thought, tool use, and multi-step planning. Configurable reasoning depth. Audit trail for every decision.
Persistent conversational memory. Session-scoped and global stores. Configurable retention policies. GDPR compliant.
Image and document understanding. OCR, chart analysis, and visual QA. Accepts PNG, JPEG, PDF, and WebP.
Define agent purpose, capabilities, constraints, and acceptance criteria. Produce specification document ZAI-SPEC-001.
Select base model, knowledge sources, tool integrations, and memory configuration. Bill of materials produced.
Components connected, configured, and integrated. System prompt engineered. Guardrails installed.
Full test suite execution. Load testing, adversarial testing, regression testing. Duck-typed validation.
Agent deployed to production environment. Monitoring enabled. Handover documentation delivered.
| Rev | Date | Description | Author |
|---|---|---|---|
| C | 2026-03-28 | Added multi-modal vision module. Updated reasoning engine specs. Rust rewrite complete. | Engineering |
| B | 2026-02-14 | Added persistent memory module. Improved knowledge base capacity to 10M documents. | Engineering |
| A | 2026-01-10 | Initial release. Core neural processor, API interface, and knowledge base specifications. | Engineering |