The App Engine for Physical World Intelligence
AI that thinks,
learns and acts in
the physical world
Twinit powers AI-native digital twins of buildings, infrastructure, plants and cities – living semantic graphs integrating IT, OT and engineering data. Custom AI agents reason over the graph; humans in the loop decide.
Three Intelligence Categories
One platform. Three categories of intelligence.
All three share the same composable foundation, semantic graph and AI-native runtime. A given pursuit may involve any combination of them.
PROJECT INTELLIGENCE
Plan, design, build, handover.
Partner-built apps across the capital project lifecycle. Every phase, every use case. The bridge from project to operations is the Asset Twin, delivering the as-built record.
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Phase-bounded apps: planning, design, construction, and handover
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One view across schedule, contracts, cost, financials, quality, safety, risk
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Asset Twin: the as-built bridge into handover
ASSET INTELLIGENCE
The horizontal scaffold.
Scaffolded apps for asset operations. Every asset, every AI capability. The anchor is the Asset Intelligence App Template, the one horizontal scaffold for all industries.
AI capabilities: predictive maintenance, health, anomaly, benchmarking, risk-based scheduling, energy
Control tower: one view across OT/IoT, CMMS, ERP, contracts, and financials
SI-delivered: built on the scaffold by APM specialists
OPERATIONS INTELLIGENCE
Reason across the business.
Bespoke apps for operations outcomes. Every domain, every business question. The anchor is the semantic graph, reasoning across data that no single system holds.
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Business outcomes: margin, throughput, service levels, compliance, risk
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Cross-domain reasoning: orders, schedules, contracts, regulations, asset condition
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Bespoke delivery: per engagement, on the composable platform
The Three-Layer Architecture
Services. Workspaces. Studio.
Studio is where apps are built. Services are what they're built from. Workspaces are where they run. One coherent platform, three concerns separated cleanly.
The platform is unopinionated, composable, and flexible – purpose-built for bespoke apps, not for boxing them in. Developers write scripts; Twinit executes them securely and consistently, insulating applications from infrastructure change, security risk, and scaling concerns.
Twinit Studio
THE DEVELOPER EXPERIENCE
Twinit’s extension for Cursor and VS Code. Twinit Workbench. App Templates. Open APIs & SDKs.
Twinit Workspaces
THE SECURE RUNTIME
Data & tenancy controls. Secrets and policies. Application Lifecycle. Sandbox & production isolation. Audit trails.
Twinit Services
THE COMPOSABLE BUILDING BLOCKS
Semantic graph layers. Workflows. AI orchestration.
IT and OT / IOT integration. Engineering data integration and visualisation. File management. Evening and Notifications. Custom APIs. MCP server. Authentication. Authorisation. Audit
Domain-Agnostic By Design. Vertical-Deep by Partner.
Twinit is horizontal and unopinionated. Partners bring the vertical depth.
Every sector across four categories.
Composable Platform. Your Apps. Your IP.
Twinit is the platform you build on. The composable services, the secure runtime, the Al-powered developer experience, the open-source App Templates that compress months of foundational work - all maintained and supported by Twinit. The apps you build for your customers are your IP, your customer relationship, your services revenue.
Building a custom physical-world intelligence app from scratch - semantic graph, telemetry pipeline, Al agent framework, security, lifecycle management, role-based access - is a long undertaking before any domain logic is written. On Twinit it is much faster: Twinit's extension for VS Code and Cursor - the Al-native IDE - supercharges development by combining top-tier models like Claude and GPT-4o with Twinit's specialised logic.
You can build complete Twinit apps using nothing but natural language prompts. The same composition that powers the first use case is the foundation for every subsequent one.
Your Journey with Twinit.
01. Discover
Find the use case
Identify high-value use cases and define KPIs that set a clear success goal.
02. Pilot
Real data, real results
Launch a focused pilot using real data; produce results in weeks, not quarters.
03. Scale
Expand with proof
The validated solution expands across assets and processes, supported by automation and proven ROI
04. Evolve
Learn & adapt
The twin keeps learning via re-composable scripts and agentic playbooks, unlocking new efficiencies.