Use cases
Jobs done end to end, across the products that do them.
Each use case follows one job from the first step to the last, names the product each step happens in, and shows it in the console with demo data.
Use cases
Offboarding everywhere
When someone leaves, every kind of access ends together.
One leaver request ends access to the directory, apps, data grants, doors and cloud resources, with the approvals and evidence in one record and every destructive step held for a person.
For IT, HR, Security · Lifecycle · Workflows & Agents
Camera-to-sign-in investigation
From a person on camera to the badge and sign-in records, in one case.
Find the moment on camera in a sentence, check it against the access log in one question, and keep the footage and the records together in a case with a legal hold, while every look at the footage is recorded.
For Security, Investigations, Legal · Video Search & Alerts · Ask · Investigations
KYC onboarding with evidence
Verify customers with a flow you can explain and evidence you can delete.
Versioned verification flows with consent captured before any check, explainable risk with a second reviewer, payloads kept in the customer’s region, and deletion that leaves proof behind.
For Compliance, Risk, Operations · Verify
Pilot-first device rollouts
Change the fleet a ring at a time, and grant admin rights by the hour.
Roll baselines and apps out to a pilot ring before everyone, see drift against the version you published, and replace standing local admin with time-boxed elevation that someone approved.
For IT, Security, Help desk · Workplace
A sovereign, portable lakehouse
Keep your data in open tables, in your region, under your keys.
Tables in open Iceberg format on the storage you choose, encrypted with your own tenant keys, held in the regions your policy allows, governed at query time, and exportable whole when you leave.
For Data, Platform, Compliance · Lakehouse · SQL & Analytics
Governed GenAI over your own data
An assistant over your documents that reads only what each person may.
Corpora, embeddings and a per-tenant vector index, retrieval filtered by the person asking, inference routed by policy or kept entirely in-house, guardrails and token budgets on every call, and an evaluation harness to prove it works.
For Data science, Platform, Security · ML & GenAI
A SaaS on predictable compute
Run your product on servers, Kubernetes and databases with a bill you can predict.
Servers and clusters provisioned in seconds, managed databases with point-in-time recovery, schedules and autoscaling so nothing idles, and budgets and caps that stop spend before the invoice does.
For Engineering, Platform, Finance · Kubernetes · Managed databases · Servers
Reselling the cloud under your own brand
Sell the cloud to your customers, under your name, at your margin.
A reseller tier between the platform and your customers, with your domain, login and brand, your own price books and margin, sub-billing to each customer, support tooling, and no customer of yours visible to any other reseller.
For MSPs, Hosting providers, Telecoms · Servers
Proving access decisions to an auditor
Show an auditor who could do what, who did, and why it was allowed.
Every allow and deny across every pillar in one hash-chained audit, a reason and policy on every denial, reverse and forward entitlement queries, exports in the formats auditors use, and a separate record of who looked at footage.
For Security, Compliance, Internal audit · Investigations
Recovering from a bad change
Undo the bad change, whichever layer it was made in.
Roll a table back to the snapshot before the bad write, restore a database to a point in time, recover servers and objects from snapshots and versions, roll a workflow back to its last good version, and let reconciliation repair drift on its own.
For Platform, SRE, Data · Lakehouse · Managed databases · Backups · Workflows & Agents · Servers
Incident response with approvals
One alert queue for everything, and a response that waits for a person where it should.
Alerts from identity, data, video, cloud and the platform in one model and one severity scale, grouped into incidents with an owner and an SLA, worked by a responder agent whose risky steps wait for approval, and closed with a review that links the evidence.
For SRE, Security operations, IT operations · Workflows & Agents
Multi-site physical security
Every site’s cameras, doors and sensors, watched from one place.
Bring the cameras and VMS you already run, organise them by site, building and zone, watch their health and tampering, set standing alerts per site, join footage to access control and plate readers, and limit each operator to their own sites and shifts.
For Security, Facilities, Operations · Video Search & Alerts · Ask · Investigations