The platform
One platform, from the sensor to the system of record.
Connect your business systems and machines, discover the real processes across OT and IT, deploy governed AI digital workers, check them against golden scenarios, and govern every action.
Connect & understand
A living knowledge graph across every system.
Manifest-driven connectors bring in your SaaS, ERP, HR and data systems, and edge adapters bring in the plant floor. Records normalize into entities and relationships, so you get one model of how your operation actually runs.
- 68-connector catalog: 41 IT with a live REST/OAuth path, 27 OT on sample data
- Entity + relationship extraction with source traceability
- Asset twins that span the graph
Plant floor (OT)
Discover the as-run process from raw machine telemetry.
Ingest live over OPC UA and MQTT Sparkplug B, then rediscover the real technological flow, where reality diverges from the master recipe, where the bottleneck is, and which asset is degrading.
- Live OPC UA and Sparkplug B edge ingestion, no data hand-labeled
- Conformance vs. master recipe + bottleneck
- Condition monitoring / predictive maintenance
Machine telemetry
Live gauges and 24h–90d history, model-ready.
Every machine gets its own view: temperature and spikes, vibration and its dominant frequency, RPM, flow, reservoir level, throughput, recorded continuously and exportable to train anomaly, RUL and forecasting models.
- Per-signal history: 24h · 7d · 30d · 60d · 90d
- Vibration frequency spectrum for bearing defects
- Training-ready CSV export
Replace drive-end bearing in Saturday's 06:00 window. Reliability Sentinel, score 0.86.
Govern
Human-in-the-loop, with autonomy that's earned.
Every pending action arrives decision-ready, the agent's measured track record, the risk, and a recommendation. Deciding feeds the human signal back into the ledger that governs each agent's authority.
- Risk-tiered approval inbox
- Agent trust + earned authorization
- Notifications to any incoming webhook (Slack-compatible), plus email
- Action
- Raise maintenance work order
- Risk
- Medium · €1,840 est.
- Signer
- Reliability lead
Prove
Golden scenarios and regression gates.
Golden scenarios check each built-in agent for correct findings and unsafe targets, including the negative cases. Promotion is driven by approved, effective outcomes in production. Changes to an agent are shadow-tested against its history and blocked if they regress.
- Golden scenarios with a safety check
- Per-agent scores vs. baseline
- Shadow-tested changes, blocked on regression
Promoted to Autonomous · 10 actions, trust 0.94
Command center
One pane over the whole operation.
Detected processes, quantified automation opportunities, digital workers, pending approvals and the agent fleet, the operating picture from the plant floor to the back office, in one place.
- Detected processes + ROI opportunities
- Digital workers + executions
- Fleet, runtime & control tower
Go deeper
One page per capability, with use cases and a model you can run.
Connect every system, from the plant floor to the back office.
The average enterprise runs 897 applications, and only 29% of them are connected.
MuleSoft (Salesforce), with Vanson Bourne & Deloitte Digital, 2025
One model of your operation, not thirty disconnected systems.
Poor data quality costs organisations at least $12.9 million a year on average.
Gartner, 2020
Governed AI agents that act, not just advise.
Gartner predicts over 40% of agentic AI projects will be cancelled by the end of 2027, citing cost, unclear value and weak risk controls.
Gartner (via Process Excellence Network), 2025
The platform finds the automations worth doing.
Process-mining software spending grew more than 30% in 2024 and is forecast to pass $2 billion by 2028.
Gartner (via Process Excellence Network), 2025
Check your agents against scenarios, and gate every change.
Documented AI incidents rose to 362 in 2025, up from 233 in 2024, while responsible-AI benchmarking remains sparse.
Stanford HAI, 2026
Bring the plant floor into the governed platform, safely.
An hour of downtime in heavy industry costs four times what it did in 2019; in automotive, twice.
Siemens, 2024
Your org chart, as a model you can change and price.
The average company loses more than 20% of its productive power to organizational drag.
Bain & Company, 2017
Everything in the platform
Sixteen modules. One governed operating layer.
Operations X-Ray
See it on your own operations.
Ask for a guided walkthrough, or start with an Operations X-Ray of one line.