Machine-intelligence working framework

Machine-intelligence assessments

Score the operating evidence in the browser, download the result, and use the gaps to structure a review. No assessment result is transmitted by the theme.

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Published August 1, 2026Updated August 1, 2026Reviewed August 1, 2026By LongTermIntelligence.com

Direct answer

What do the LongTermIntelligence.com assessments measure?

The assessments measure whether a proposed or existing agentic workflow has enough business definition, architecture, authority, evaluation, operations, comparative evidence, and ownership to support the next decision. They are diagnostic aids, not certifications.

Scoring happens locally in the browser.
No assessment data is submitted by the theme.
Every score should be supported by inspectable evidence.

Source basis: reviewed synthesis of the strategy corpus. Report-derived claims remain subject to the verification boundary in the source library.

Assessment library

Choose the blocked decision

Each assessment is deliberately narrower than a generic AI maturity survey.

20 questions

Agentic Readiness Assessment

Twenty questions across business, architecture, authority, evaluation, and operations.

Start locally

12 questions

Pilot-to-Production Evidence Check

Test whether a pilot proves value, system readiness, release evidence, and operating ownership.

Review the pilot

12 questions

Vendor Neutrality Check

Assess economic independence, comparative evaluation, portability, exit design, and decision governance.

Test independence

Use this in practice

Scoring discipline

A percentage summarizes answers; it does not override professional judgment.

Score evidence that exists now, not planned future work.
Use the lowest score when stakeholders disagree materially.
Record the evidence location and owner outside the browser result.
Treat policy, safety, authority, and legal constraints as hard gates where appropriate.
Use the result to decide discovery, pilot, conditional release, remediation, replacement, or stop.

Downloadable working files

Offline companion files

CSV template

Agentic Readiness Scorecard

Record scores, evidence, owner, and remediation offline.

Download CSV

CSV template

Vendor and Model Evaluation Matrix

Compare vendor, model, custom, and non-AI alternatives transparently.

Download CSV

Templates are planning aids. They are not certifications, legal advice, security guarantees, or substitutes for client-specific validation.

Next decision

Turn a score into a decision record

Use one assessment with a cross-functional group and capture the evidence behind every answer.

Discuss the decision Evaluate readiness