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Business outcomes,
reasoned from your

operational reality.

Each Operations Intelligence app is built for the customer's business outcomes — by a systems integrator with sector domain depth, on Twinit's composable platform. The platform foundation is in place: backend services, the semantic graph, and generic connectors that ingest data from any IT, OT, CAD or BIM source, composed by your integrator into the orchestrators your scenario needs. The platform is the scaffolding; the integrator brings the domain expertise that makes the app real. 

Asset condition matters. But the decisions that matter to the business (what to spend on next, which contractor to retain, which capital case to make to the regulator, which assets to prioritise before a lease event, how to defend the net zero trajectory to lenders and investors) are downstream of asset condition. They require reasoning over a wider entity set: orders, schedules, contracts, market signals, regulatory frameworks, capital plans, customer commitments. And they require translating asset reality into business consequence. 

Four characteristics common across Operations Intelligence apps.

Operations Intelligence apps differ across sectors in the entities they reason over, the outcomes they deliver, and the audiences they serve. But four characteristics are common to all. 

Reasoning across the operational reality

Reason across the entities the business actually runs on: orders, schedules, contracts, regulatory frameworks, market signals, capital plans, customer commitments, alongside live asset condition. Surface decision-relevant insight before it hardens into a missed commitment.

Defended decisions, with provenance

Every recommendation is grounded in the data it reasoned from, carrying an auditable evidence trail into the regulatory submission, the audit committee, the customer renewal, and the board pack. 

Built into your operational rhythm

Operations Intelligence fits the rhythms operational teams already work in: the daily ops review, the weekly performance meeting, the monthly board pack, the regulatory cycle. Not a new dashboard, but the intelligence layer above the rhythm you already have. 

Outcome attribution, not symptom monitoring

Translate operational symptoms into business consequneces: revenue at risk, capex misallocation, regulatory exposure, customer commitment slippage. Attribute outcomes to the underlying causes, and defend the attribution with continuous evidence. 

What OI delivers, across any sector.

 What stays constant is the platform: the semantic graph, the reasoning, the provenance. What changes is the operational reality your integrator builds around, the orders and tariffs of a utility, the leases and capital plans of a property portfolio, the schedules and contracts of a manufacturer. One platform, a bespoke app for every sector, no two alike. 

Describe your operational challenge. Get an OI solution sketch.

Select your sector, role, and primary concern. Then tell us what operational context systems you have in place – schedules, contracts, regulatory frameworks. A personalised OI solution sketch, assembled from reviewed content.

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