Executive overview

Find the automation opportunities worth building.

Map manual processes, research the operating context, use AI to identify candidates, then let deterministic ROI and scoring turn them into an explainable roadmap.

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Audits

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0 completed

Top opportunities

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Highest-ranked candidate per audit

Potential annual value

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Server-computed base case

Potential monthly savings

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Structured process economics

Live audit portfolio

These cards come from the authenticated API, not hardcoded demo fixtures.

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Why this is not a chatbot

AI discovers and explains. The server computes financial value, readiness, priority, lifecycle and stale-run safety.

AI responsibility

Understand processes, synthesize evidence, surface risks, suggest workflow blueprints.

Deterministic responsibility

ROI ranges, priority scores, readiness score, roadmap order and state transitions.

n8n responsibility

Research and analysis orchestration with run IDs, signed callbacks, retry identity and stale detection.