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What will AGI do for Test Administration Manual?

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How AGI delivers it

Four ways AGI delivers for Test Administration Manual

Headless SaaS for Agents
Give your tools an agent-consumable surface (API / MCP / SDK) so agents can do the work.
For Test Administration Manual, give your tools an agent-consumable surface (API / MCP / SDK) so agents can do the work.
Services-as-Software
Get the professional outcome delivered as software, priced on results, not headcount.
For Test Administration Manual, get the professional outcome delivered as software, priced on results, not headcount.

Value flow

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