Answer-first technology definitions
See the system behind the AI feature.
Six linked definitions help a small team separate architecture, information, evidence, testing, and exit before product preference becomes a decision.
AI technology layer
An AI technology layer is one responsibility inside the complete system around an AI feature: the business job, user experience, workflow connection, model service, information path, identity and controls, human review, or operating exit.
Open the evidence record02 / SYSTEM TERMAI delivery pattern
An AI delivery pattern describes how a capability reaches the workflow, such as a person-led assistant, an embedded feature, a controlled automation, a retrieval layer, or a custom application, and therefore what the business must operate and govern.
Open the evidence record03 / SYSTEM TERMConnected data boundary
A connected data boundary states which information sources an AI-enabled workflow may reach, which permissions apply, what can leave each system, who can approve changes, what is retained, and how access and records are removed.
Open the evidence record04 / SYSTEM TERMVendor evidence record
An AI vendor evidence record ties each material claim to the exact product, plan, configuration, source, date, and evidence type, then marks contractual protections, documented controls, demonstrations, internal tests, sales statements, assumptions, and unknowns separately.
Open the evidence record05 / SYSTEM TERMRepresentative AI test set
A representative AI test set is a reusable group of approved normal, difficult, incomplete, ambiguous, prohibited, and stop-or-escalate examples that candidates face under the same instructions, configuration, reviewer rubric, and decision conditions.
Open the evidence record06 / SYSTEM TERMReversible AI pilot
An AI pilot is reversible when it has one bounded workflow slice, approved information, limited access, a working fallback, predefined evidence and stop conditions, a decision date, and a tested closeout path for accounts, connectors, records, data, billing, and support.
Open the evidence record