Adaptive Alchemy AI Fluency Index

Question 1

What is the AI Readiness Check?

Accepted Answer

The AI Readiness Check is a free self-serve tool from Adaptive Alchemy that scores an individual practitioner's AI fluency in approximately 5 minutes. It uses the Adaptive Alchemy AI Fluency Index — a five-level maturity model across six dimensions of AI practice — to produce a personal level score and a dimension profile showing where practice is strong and where it breaks down. Completing the check requires no sign-up and produces an immediate scored result.

Question 2

What does the AI Readiness Check measure?

Accepted Answer

The AI Readiness Check measures practitioner fluency — how effectively an individual uses AI tools in their actual work — across six dimensions: Task Recognition, Context and Prompting, Workflow Design, Judgment and Verification, Delivery Integration, and Governance and Systematization. It does not measure AI infrastructure, technical AI capability, or tool selection. A practitioner who uses commodity tools with disciplined, repeatable methods will score higher than one with access to sophisticated AI platforms but inconsistent practice.

Question 3

How is AI readiness different from AI maturity?

Accepted Answer

Most AI maturity frameworks assess organizational infrastructure: cloud investment, governance committees, data platforms, and enterprise policy. The Adaptive Alchemy AI Fluency Index measures something different — practitioner fluency, meaning whether the humans using AI tools have developed the judgment, habits, and workflows to extract consistent, verified value. A team with sophisticated AI infrastructure but undisciplined human practices will score lower on the AI Fluency Index than a team using basic tools with systematic methods. AI readiness, as measured here, is about how people work, not what technology they own.

Question 4

How long does the AI Readiness Check take?

Accepted Answer

The AI Readiness Check takes approximately 5 minutes to complete. It is a self-serve questionnaire focused on the respondent's own recurring tasks and workflows. No preparation is required. Results are delivered immediately upon completion.

Question 5

What score levels does the AI Readiness Check produce?

Accepted Answer

The AI Readiness Check assigns an overall maturity level on a five-level scale from the Adaptive Alchemy AI Fluency Index: Level 1 — Curious, Level 2 — Emerging, Level 3 — Practicing, Level 4 — Systematic, and Level 5 — Agent-Ready. The level is determined by gate scoring, not averaging: your overall level is the highest level at which all six dimension scores meet the required threshold. This means one weak dimension holds the overall score at the level below, and the report names that dimension as the binding constraint — the specific thing to fix first.

Question 6

What does each maturity level mean?

Accepted Answer

Level 1 — Curious: the practitioner is aware of AI tools but has no recurring AI use in their work. Level 2 — Emerging: AI is used inconsistently, triggered by memory rather than process, with variable results. Level 3 — Practicing: AI is used regularly for specific tasks with saved prompts, but it sits alongside workflows rather than inside them. Level 4 — Systematic: AI is embedded in deliberately designed workflows with documented methods, measurable output, and defined verification steps. Level 5 — Agent-Ready: workflows are sufficiently specified and auditable that they are genuine candidates for supervised AI agent delegation.

Question 7

What is a binding constraint in the AI Fluency Index?

Accepted Answer

Under gate scoring, the binding constraint is the specific dimension whose score is holding a practitioner's overall level below where their other dimensions would place them. For example, a practitioner who scores at Level 4 on five dimensions but Level 2 on Governance and Systematization receives an overall score of Level 2, and Governance and Systematization is the binding constraint. The AI Readiness Check surfaces the binding constraint explicitly in the results — it is labeled 'Fix first' in the dimension scorecard — so the next step is specific and actionable rather than a generic list of improvements.

Question 8

Who is the AI Readiness Check designed for?

Accepted Answer

The AI Readiness Check is designed for individual practitioners at growth-stage companies — founders, team leads, and individual contributors who use AI tools in their daily work and want to understand where their practice stands. It is particularly relevant for teams at Series A–C companies with 20–200 employees where AI use is active but inconsistent. The check produces an individual baseline score; the paid AI Readiness Assessment extends this to a full team-level diagnostic.

Question 9

What happens after I complete the AI Readiness Check?

Accepted Answer

After completing the AI Readiness Check, you receive an immediate results page showing your overall level on the Adaptive Alchemy AI Fluency Index, your score across all six dimensions, and your binding constraint — the dimension to address first for level progression. Based on your results, you are routed to one of three tracks: Track A (foundation-building for Levels 1–2), Track B (workflow and systematization for Level 3), or Track C (governance and agent readiness for Levels 4–5). Each track includes resources calibrated to the specific transition you are working toward.

Question 10

What are Track A, Track B, and Track C?

Accepted Answer

Track assignment is determined by your binding constraint and overall level after completing the AI Readiness Check. Track A is for practitioners at Level 1 — Curious or Level 2 — Emerging, where the priority is building foundational task recognition and prompting habits. Track B targets Level 3 — Practicing practitioners whose binding constraint is in workflow design or delivery integration — the transition from individual AI skill to embedded process. Track C is for Level 4 — Systematic practitioners working toward Level 5 — Agent-Ready, where the focus is governance, systematization, and the auditability criteria that make supervised agent delegation safe.

Question 11

Does the AI Readiness Check require an email address?

Accepted Answer

The AI Readiness Check requires an email address to deliver your results. Your email is used to send your scored dimension profile and binding constraint report; it is not used for unsolicited marketing without your consent. Data handling follows the GDPR-compliant retention and erasure policy applicable to all Adaptive Alchemy assessment data. You can request deletion of your assessment data at any time.

Question 12

What is the difference between the AI Readiness Check and the AI Readiness Assessment?

Accepted Answer

The AI Readiness Check is a free, 5-minute self-serve tool that produces an individual-level score and dimension profile using the Adaptive Alchemy AI Fluency Index. The AI Readiness Assessment is a paid, consultant-led diagnostic sprint delivered by Adaptive Alchemy over 2–3 weeks, covering a full team rather than a single practitioner. Both use the same underlying AI Fluency Index methodology; the distinction is scope and depth. The check is the starting point — it establishes an individual baseline. The Assessment maps the whole team and produces a team-level roadmap.

Question 13

How do you measure AI maturity in a team?

Accepted Answer

The Adaptive Alchemy AI Fluency Index measures team AI maturity by assessing each practitioner's fluency across six dimensions — Task Recognition, Context and Prompting, Workflow Design, Judgment and Verification, Delivery Integration, and Governance and Systematization — and then composing individual scores to the team level, adding organizational-layer questions about shared processes, governance structures, and cross-functional consistency. Level assignment uses gate scoring: the team's overall level is the highest level at which all six dimension scores meet the threshold. This produces a single binding constraint — the specific dimension limiting the team's overall practice — rather than a diffuse average.

Question 14

Why is AI use inconsistent at my company?

Accepted Answer

Inconsistent AI use at a company level typically has a specific structural cause rather than a general motivation problem. The Adaptive Alchemy AI Fluency Index surfaces this through the binding constraint: the single dimension where practice is weakest relative to the team's overall level. Common binding constraints for teams experiencing inconsistency include weak workflow design (AI use is individual and ad hoc rather than embedded in shared processes), low context and prompting quality (results vary because inputs vary across sessions and practitioners), or insufficient governance and systematization (no shared documentation means each person's AI practice is locked in their own head). The AI Readiness Check identifies the specific dimension holding your team back.

Question 15

What does Agent-Ready mean in the AI Fluency Index?

Accepted Answer

Level 5 — Agent-Ready in the Adaptive Alchemy AI Fluency Index means that specific workflows are sufficiently specified, structured, and verified that they can be delegated to supervised AI agents with defined escalation conditions and predictable outcomes. Agent-Ready does not require that a team is already running AI agents. It means the underlying human practice — input specification, output specification, escalation conditions, failure modes, reproducibility, and accountability assignment — has reached the auditability depth where agent delegation would be safe. For growth-stage companies, reaching Agent-Ready is the natural entry point for the agent strategy conversation: which workflows are ready candidates, and what would the design of that automation look like?

Free AI Readiness Check: Benchmark Your Team in 5 Minutes

Measure where your AI practice actually stands.