iByteCode
Directional assessment

How ready is your organization to move AI into production?

Answer fifteen practical questions. See your overall and dimension-level scores immediately—without providing contact details.

Strategy, workflow, data, technology, and governance.
This score is a directional planning aid, not an industry benchmark, certification, or formal audit.
Assessment progress0/15 answered
01 · StrategyWe have defined business outcomes for AI.
02 · StrategyAI opportunities have accountable business owners.
03 · StrategyWe can explain how a successful first use case would influence wider priorities.
04 · Workflow clarityThe target workflow has clear inputs, steps, owners, and outputs.
05 · Workflow clarityWe understand the workflow’s volume, effort, delay, or error baseline.
06 · Workflow clarityWe know which exceptions and actions require human review.
07 · DataRequired information sources are identified and accessible.
08 · DataOwnership, quality, freshness, and permission issues are understood.
09 · DataWe can test output quality against representative real-world examples.
10 · TechnologyThe target systems offer usable APIs, events, or controlled data access.
11 · TechnologyIdentity, permission, integration, and deployment constraints are understood.
12 · TechnologyWe can monitor availability, latency, cost, and system behavior.
13 · Governance & adoptionData boundaries, acceptable use, and accountable approval are defined.
14 · Governance & adoptionUsers and subject-matter experts can participate in design and evaluation.
15 · Governance & adoptionThere is an owner for operations, feedback, incidents, and ongoing improvement.
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