// Individual task-automation diagnostic

WillAIReplaceMe.

Diagnostic · recheck needed

Estimates which share of a person’s tasks may be automatable now, with the tasks and assumptions visible.

For Individuals who want a task-level view of current AI exposure and a practical next step.
Status A diagnostic surface and task-level evidence assets exist; fresh launch and end-to-end AgentForMe handoff readiness have not been verified for this preview.
Family AI Workforce

// product · v.2026

AI Workforce Availability varies by product

Role in Valnative AI OS for Retail

Assess tasks before changing work

This is one component of the platform. A working product does not establish that every cross-product handoff or retailer integration is available.

Inputs and outputs

Inputs: Role and task context with pinned capability evidence.

Outputs: A task-exposure assessment; routing into AgentForMe remains planned.

Problem & who it’s for

Headlines reduce job impact to a binary prediction. People need to see which tasks drive an estimate, what assumptions it uses and what they can do next.

Offer & core workflow

WillAIReplaceMe produces a lightweight automation-exposure estimate with the underlying tasks and assumptions, then points the person to AgentForMe. For example, “45% of your tasks may be automatable” is an illustrative journey, not a portfolio-wide benchmark.

What exists now

An existing web and Telegram diagnostic surface.
Task-level workforce evidence and a dated unit-test result in the product status ledger.

Next milestones

Reverify the public diagnostic flow and its current dependencies.
Implement and test the handoff from a person’s task result to AgentForMe.
Validate completion and follow-through without treating an illustrative percentage as a benchmark.

Evidence and limitations

Historical local verification · 2026-07-06 · AIWorkforce/docs/STATUS_LEDGER.md records 233 unit tests passed; browser E2E was not rerun in that pass.
Inferred target boundary · source reviewed 2026-07-15 · the AgentForMe handoff is planned and the 45% example is illustrative.

Connections in the platform

Directional value exchanges with explicit implementation status, separating current capability from the roadmap.

AllJobs → WillAIReplaceMe — task and automation evidence; methodology and release truth remain in AllJobs. Partially implemented
WillAIReplaceMe → AgentForMe — planned handoff of task exposure, assumptions and selected work. Planned

Talk to us about WillAIReplaceMe.

Bring the workflow, data and systems you have in mind. We can discuss current availability, an appropriate demonstration and the work needed to assess a fit.

Book a call Discuss this capability