How the Architecture Works

How the Architecture Works

ConclAIve is a supervised decision-support workflow designed to make reasoning traceable: what was assumed, what is unknown, what was prioritized, and why. It does not replace command judgment — it produces structured, reviewable outputs.


Workflow (observable steps)

  1. Task framing: Define the operational question, constraints, and success criteria (time, risk tolerance, ROE/authorities, assets, and limits).
  2. Multi-agent generation: Produce multiple independent COAs (distinct analytic postures) to avoid single-path thinking.
  3. Cross-analysis: Compare COAs and highlight assumptions, contradictions, risks, and uncertainty drivers.
  4. Scoring & gating: Apply explicit criteria and non-negotiable rules (human-defined thresholds) before recommending any COA.
  5. Supervised synthesis: Deliver a defensible recommendation with an audit trail: rationale, trade-offs, unknowns, and next-step questions.

Inputs → Outputs

Inputs

  • Operational question (high-level is best for this demo)
  • Constraints (time, assets, authorities, risk tolerance)
  • Assumptions and known unknowns (optional but recommended)

Outputs

  • Multiple COAs with rationale
  • Risk / trade-off map and uncertainty flags
  • Decision thresholds & human-gated next steps

Deployment posture

  • Cloud, offline, or air-gapped: the architecture can run on approved infrastructure and approved models.
  • Stateless by design: demo chats are intentionally session-limited; end-to-end workflows pass outputs step-to-step when required.

Quick clarifications

Is this a chatbot? No — it is an orchestration layer that makes reasoning visible and reviewable.

Can I run my own scenario? Yes — use a high-level operational question with clear constraints for best results.

Why multiple agents? To surface blind spots, reduce single-path bias, and produce defensible trade-offs under uncertainty.

What if the workflow is run step-by-step? Steps can run independently; for full continuity, carry the prior step output forward.