Platform architecture
Three fabrics, two foundations and one governed plane.
Operational complexity that has outgrown human cognition.
An AI-native operational intelligence fabric that continuously understands your operational state, reasons over telemetry and institutional knowledge, and coordinates specialised agents. It sits above your existing tools to safely automate production operations under governed policy, so teams recover from incidents faster and decide with confidence.
What it does.
An AI-native operational intelligence and autonomous execution fabric that unifies telemetry, tools, and reasoning to run enterprise operations under governed policy.
- AIOps
- Process mining
- ServiceOps
- FinOps
- SecOps
- Asset operations
- No CMDB required
Continuously understands operational state across connected systems
Reasons over telemetry and institutional knowledge together
Coordinates specialised agents under governed policy
Sits above the existing tool estate rather than replacing it
Observe to optimise
The operating loop.
Observe.
Sentinel AI continuously reads telemetry and operational knowledge across the connected estate, OpenTelemetry-native, without requiring a CMDB.
Investigate.
It traces incidents to root cause across systems, and every finding cites the evidence it was drawn from, so the reasoning is verified, not taken on faith.
Resolve.
ProcBot executes the approved procedure through a reversible Action Ticket: retry, reallocate, tune, each step explained and fully audited.
Optimise.
Sherlock validates the outcome and feeds the learning back, so every fix makes the next one smarter.
Procedures that outlive people
Institutional knowledge, encoded.
Every operation runs on knowledge that lives in people: the engineer who knows why checkout breaks when pricing deploys, the runbook on a sticky note. Opstral encodes that knowledge as versioned, governed procedures that ProcBot executes and Sherlock validates, so the procedure outlives the person and every business process becomes one that any L1, or the platform itself, can run.
In the operation.
How it fits.
Opstral is part of the VisionWaves platform: it runs under the same governed plane as every other VisionWaves fabric, and reads from and acts on the operational systems already in place rather than replacing them.
Where it leads
Energy & Utilities and Industrial & Manufacturing.
Platform facts
Built for the environment.
Zero-trust baseline: role and attribute-based access control, key vault, runtime protection
Data Governance Fabric curates and anonymises data before it reaches any model
Agents hold explicit, scoped grants: no component has more access than its job
Petabyte-scale data foundation with containerised, parallel execution
OpenTelemetry-native
Complements paging and on-call tools by shrinking the volume that reaches them
Start with a Proof of Value.
Run VisionWaves against a real operational problem, with exit criteria agreed before the engagement starts.