| Primary workflow | 12-agent strategic foresight pipeline with 4 validated scenarios |
| Additional module | Market research analysis with PESTEL, Porter's Five Forces, SWOT, TOWS |
| Execution modes | Fast mode and thinking mode with per-mode model selection |
| Document analysis | RAG with PDF, TXT, Markdown, Word, OCR-ready uploads |
| Traceability | Entity IDs across signals, trends, forces, scenarios, and strategy outputs |
| Validation | PDCR scoring, schema validation, bias detection, smart retry loops |
| Infrastructure | PostgreSQL, Redis, optional Qdrant, Docker, Kubernetes, CI/CD ready |
| Security | Basic auth, rate limiting, CORS middleware, enterprise deployment options |
| Observability | Execution traces, token usage, cost estimation, LangSmith integration |
| Exports | Markdown, PDF, DOCX, JSONC, publish-ready executive reports |