The context · May 2026

Google’s May 2026 I/O keynote placed agentic AI and its use in everyday products at the centre of the company’s direction. [1]

A proposed project brief inspired by the period’s developments. This is an idea for exploration, not an announced Sansa product, an approved roadmap or a claim of completed client work.

Observe the existing work

Follow a small number of representative tasks from request to completion. Note where people search, copy information, ask for clarification or wait for approval. Include the exceptions that experienced staff handle without written instructions.

Choose a helpful intervention

Select one step an assistant could support and identify the information it would need. Define which actions remain with a person. Prototype the handover using realistic examples before connecting live systems, so the team can challenge the assumptions cheaply.

Leave a decision, not a slide collection

The proposed output is a workflow map, an evaluation plan and a scoped pilot recommendation. It may also identify a simpler process change that removes the need for AI. Proceed when there is a clear owner, usable data and a result the team can assess.

Source & context

Google · Sundar Pichai’s I/O remarks, 19 May 2026

This retrospective was written for the archive in September 2026. The linked primary source documents the announcement or event; the practical interpretation and proposed approach are Sansa’s editorial perspective. Public examples do not imply a client relationship. Product capabilities and guidance may have changed since the period discussed.

Another perspective · May 2026

From a product keynote to a decision about your workflow

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