AI changed the work. Now price the change.

Vendor dashboards show one tool's activity. Alpodo is independent: it measures any AI tool on the same framework and links usage to matter outcomes, showing attribution confidence and gaps rather than treating activity as proof.

Activity signals begin flowing shortly after tenant authorization. Full deployment with practice management connectors and custom integrations typically completes within weeks, scoped to the size of the stack.

The evidence layer reads telemetry and metadata, not client content or secrets. Connectors operate inside your existing environment, and we publish exactly which signals we read and how they are handled. A documented data handling model and security review are available before any deployment.

Pre-built connectors for major practice management systems, Microsoft 365 and AI vendors, plus CSV and API-based integration. It sits on top of your stack, no rip and replace.

We walk through your existing stack, connect to your environment, and show live attribution data within the session. You will see per-matter pricing signals, vendor utilisation, and evidence coverage before the call ends.

Yes. A sandbox connects to a sample of your data so you can see real attribution signals and pricing insights from your own workflow patterns before committing to a deployment.

Each tool's activity is linked to specific matters and work units where the data supports it. We show the available economic context, the attribution confidence, and the unresolved gaps rather than treating vendor activity as proof of impact.

Every signal is labelled: observed, estimated, or attribution-confirmed. We never claim AI caused an economic outcome without a recorded validation basis.