Resources
Insights & releases
GRADUS releases, and writing on SHIFT to SCALE, ANCHOR, and the Microsoft Cloud, newest first.
Measure the Workflo before you scale it
McKinsey's 2025 survey still shows most companies using AI without enterprise EBIT impact. The scoreboard has to move before the program grows.
Put the agent inside the Workflo
Copilot and agents create value when they sit inside a named workflow with sources, approvals, and a human owner.
Give every agent an owner in Entra
Entra Agent ID makes the agent a governed identity. Production still needs a sponsor, least privilege, and a decision record.
From pilot to production on the Microsoft Cloud
Copilot Studio, Foundry, and Entra can host the agent. SHIFT to SCALE is how that agent becomes a workflow your operators run.
Why production AI needs Forward Deployed Engineers
Models and platforms are available. The gap is ownership, cadence, and the last mile into systems your teams already run.
Start with ANCHOR, not a greenfield build
SETU and PROVA give Forward Deployed Engineers a proved foundation, so the engagement spends its time on your workflow, data, and controls.
One governed record, across the asset lifecycle
GRADUS connects assets, contracts, licenses, suppliers, and field work so renewals and redeployments are decisions with evidence.
Platform v1-2: contract intelligence
Renewals, auto-renewal risk, and supplier dependencies now surface before terms lock in, connected to the assets they govern.
Microsoft partner network alignment
AxlFlo delivery now sits inside Microsoft's partner network, not as a side vendor, so your teams get ecosystem-native execution.
GRADUS update: field redeployment
Find service-ready equipment closer to the job site, then record the move, custodian, and warranty context in one flow.