AI Pilot Scope Template
APPNEURAL · Updated 9 September 2026
Problem and owner
Business problem: [complete]
Business owner and technical contact: [complete]
Current baseline, measurement method and period: [complete]
Controlled scope
Included workflow and channel: [complete]
Approved input data and sample cases: [complete]
Permitted systems and API actions: [complete]
Human review and unknown-answer behaviour: [complete]
Usage limits and exclusions: [complete]
Prerequisites
Sandbox access, documentation, vendor permissions: [complete]
Information approver and review availability: [complete]
Data processing, provider and retention agreement: [complete]
Deliverables and acceptance
Workflow map, configured evaluation and test results: [complete]
Success criteria, failure cases and measurement period: [complete]
Go/no-go decision, handover and production recommendation: [complete]
Commercial agreement
Delivery effort and fees: [to be agreed]
Third-party usage charges and applicable taxes: [to be agreed]
Change-control process: [complete]
This template is a planning aid, not a quotation or commitment to delivery.
Next step: https://appneural.com/contact/
Evaluation worksheet
Test case and approved expected behaviour: [complete]
Source information and approval owner: [complete]
Incorrect answer, unavailable source and adversarial input cases: [complete]
Forbidden actions and authorization tests: [complete]
Human escalation trigger, queue owner and offline response: [complete]
Acceptance threshold and who may approve it: [agree before testing]
Go/no-go record
Record the actual evaluation evidence and unresolved errors. Identify data leakage, unauthorized actions or missing human ownership that require stopping. A pilot passing a limited test set is not proof of general accuracy. Record the decision owner, changes required, operating cost assumptions and conditions for a wider rollout.
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