// pipeline · built with partners, not for a launch video

Four operational products we're validating right now.

Microsoft's admin centre is absorbing generic governance. What it doesn't do is work across the dozens of customer tenants a partner supports — or hold evidence for the decisions regulators ask about. That's where we build. Working demos below; waitlists decide what ships first.

msp-reliability · for MSPs & consultancies

Power Platform Reliability & Offboarding

When an employee leaves, their flows keep running on a disabled identity — until they silently don't. One console across every customer tenant: failed and switched-off flows, resources owned by leavers before they leave, expired and personal-account connections, business-criticality, and tickets raised straight into HaloPSA, ConnectWise, Autotask or Jira. Branded monthly health report per client.

Not another alert tool — departure detection to verified reassignment, as an MSP workflow.

Open the interactive demo →
cost-guard · for consultancies & CoEs

Licence & Architecture Cost Guard

One premium connector can change the licence position of every user of an app — and most teams find out after go-live. Upload a solution export: get the premium dependency list, a licence bill-of-materials at current UK prices, and priced alternatives — "the cheapest compliant architecture for this solution." Client-ready PDF with recorded assumptions.

Working analyzer already built — email us a solution zip and we'll return your report within 24h while the self-serve version is in development.

See a sample report →
evidence-vault · for regulated SMBs

Approval Evidence Vault

Power Automate approvals time out after 28 days, and audit trails live in whatever SharePoint list someone remembered to build. The vault holds long-running approvals open for months, records an immutable hash-linked decision chain, pins the decision to the exact document version approved, handles delegation and absence, and produces signed evidence packs your auditor accepts.

Vertical-first: construction variations, QMS document control, procurement exceptions.

See a sample evidence pack →
agent-gate · for enterprises & AI consultancies

Copilot Agent Regression & Compliance Testing

Your Copilot Studio agent behaved last month. Then someone edited its instructions, added a knowledge source, and Microsoft updated the model underneath it. A CI/CD-style release gate: maintained test suites, answer-regression detection, citation and policy-boundary checks, prompt-injection probes, credit-cost and latency tracking — and auditor-ready evidence for every release.

Prove your agent still follows policy after every change.

See a sample release-gate report →

Waitlists shape the roadmap

We build in the order partners pull. One email — tell us which product and what you'd use it on. Early partners get founding pricing and direct input on the MVP.

msp-reliability

MSPs: how many tenants do you support?

Join waitlist
cost-guard

Consultancies: send a solution zip for a free report.

Join waitlist
evidence-vault

Tell us your vertical and your audit regime.

Join waitlist
agent-gate

Running Copilot Studio agents in production?

Join waitlist
Why waitlists? Same rule as everything at Cairn Labs: products are funded by services, never the reverse. We validate demand before we build — so when you subscribe, you're buying a tool with real users, not a roadmap slide. Demos on this page use fictitious data.