Where AIM sits
Discounted government AI contracts and governed-execution workflow tools are real. AIM is still the pre-decision layer: constraint-normalized scoring, vendor-neutral architecture, cited cost, designated approvals, and a delivery baseline — upstream of platform commitment.
The competitive pressure
Agencies can now buy discounted general-purpose AI on government contracts. They can also buy decision-support and workflow SKUs that help teams run work once a platform is chosen. Those are live alternatives. They do not replace a modernization decision that has to survive a contracting officer, a hospital CFO, or a board.
AIM is the walk that produces the decision those tools leave unfinished: evidence, ranked alternatives, 3- and 5-year affordability, and a recorded approval the delivery record can inherit.
Discounted general AI
Fast drafting, research, and synthesis. No live catalog scoring, no cited parametric cost, no designated organizational approval, and no baseline the delivery team inherits. “A model estimated it” is not a defensible IGCE or TCO.
Governed-execution tools
Workflow, ticketing, and decision-support SKUs help teams execute once they are inside a platform. That is downstream of the commitment. AIM is upstream of that commitment.
AIM
Constraint-normalized RAO scores, vendor-neutral architecture, 3- and 5-year cost with Year 1 as a row, designated approvals, provenance, then Project Pulse and Pulse Sustainment. The host still owns the environment.
If a discounted current vendor scores against the organization's constraints, AIM says so. Neutrality is not a bias against the incumbent. A honest demo can lose to the current stack.
Policy translation programs and hours-saved dashboards are demand signals, not AIM product lanes. The commercial test is whether one complete decision reduces reconciliation after award.