Twelve intelligence engines. One operating system.
Each engine answers a board-level business question, produces a connected intelligence readout and routes the user into action. Not a feature list, a set of questions the business needs answered.
Built to full depth in this environment Available in platform
Four engines, built to full depth, and chained into one argument.
Each carries a real seeded outcome, its evidence, its commercial consequence and the action it prescribes. They chain into one another, together they form the causal argument rather than four samples of it.
- 01AI Recognition IntelligenceDo AI engines understand who the business is and when it should be considered?3 of 6engines misidentify the businessThree of six AI engines misidentify what Ironvale sells, and one does not recognise it as a distinct business at all.Recognition by engineEntity understandingCategory associationConfusion detectionOpen the readout
- 02Google vs AI Visibility IntelligenceDoes the business exist consistently across traditional search and AI-mediated discovery?11 of 20keywords invisible on both surfacesEleven of twenty tracked commercial keywords sit outside the Google top ten and receive no AI recommendation, the decision happens on neither surface.Google positionAI recommendation presenceGap classificationRecoverable searchOpen the readout
- 03Competitor Decision IntelligenceWhere do competitors receive the decision before the business receives the lead?31% vs 4.2%recommendation shareCindermark receives 31% of all AI recommendations across the tracked decision set; Ironvale receives 4.2%.Recommendation shareWinning promptsDecision-stage controlAuthority driversOpen the readout
- 04Action IntelligenceWhat must happen next, by whom and by when?6prioritised interventionsSix interventions are prioritised; the first two address authority evidence and supplier-comparison coverage.ActionEvidenceExpected impactConfidenceOpen the readout
Demonstration environment, seeded organisation Ironvale Supply. Illustrative data, not a customer result.
Eight further engines available in the platform.
These are part of the operating system but are not built in this demonstration environment. Their business questions are listed so the shape of the full system is visible.
- 05AI Search Presence
Is the business present when customers ask AI whom to choose?
Available in platform - 06Search Economics
When does paid search become structurally inefficient?
Available in platform - 07Narrative Intelligence
When the market explains the category, whose language does it use?
Available in platform - 08Trust and Authority Diagnostics
Is the business visible but still unsafe to recommend?
Available in platform - 09Opportunity and Revenue Intelligence
Which gap is commercially meaningful enough to fix first?
Available in platform - 10Strategic Timing Intelligence
Is the market ready, and how long is the window open?
Available in platform - 11Distribution Intelligence
Does the route to market strengthen the brand or transfer power to intermediaries?
Available in platform - 12Global Market Intelligence
How does the business change across countries, languages and markets?
Available in platform
Twelve engines resolve into one decision position.
Mission Control reads every engine at once, ten measures, each opening its evidence.