Project-scoped context
AI sees what the project declares — references, briefs, asset map — and nothing else. No accidental cross-project leakage.
Context Orchestration & AI FinOps
One governed surface for LLMs. Project-scoped context, metered consumption, no Shadow AI.
What this capability does
One governed bus for every LLM.
expandev acts as the central bus for every LLM used to build software in your organization. Tool fragmentation collapses into one governed surface; Shadow AI loses its surface area.
By restricting context strictly to a project's declared boundaries, the platform blocks deviations and token waste — turning generative work into a measurable, attributable cost. FinOps becomes a property of how the platform runs, not a quarterly reconciliation.
Key functionalities
What's inside the capability.
Token consumption metered per operation
Every generation, structuring pass, and analysis is logged with its Dev Unit (DVU) cost. Org-, project-, and user-level breakdowns.
Shadow AI elimination
One governed entry point replaces the dozen browser tabs your team used to keep open. Audit answers "which decision produced this output" without forensic work.
Multi-model support
Bring the model your security team approved. expandev governs how it is used, regardless of provider.
Where it lives in the product
Built into every workspace.
Surfaces at the organization and project level: context-boundary configuration, and DVU consumption dashboards. Every workspace (Business / Architecture / Development / Analyzer) consumes through this single bus.
Why it matters
Platform and CFO get cost governance instead of cost surprises. Security and Risk close the Shadow AI gap by default. Engineering keeps frontier-model speed without giving up the audit trail.
See expandev applied to your stack.
Tell us about your team and we'll tailor a walkthrough to your stack, your governance needs, and the way you ship.