Example pilot plan: answer customer RFPs.
This example is for sales and solutions teams drafting responses to a prospective customer’s RFP or security questionnaire. It uses fictional inputs and does not represent a deployed customer system or measured results.
Create your own pilot review →
The decisions behind this example
For architecture, failure tests, and staged rollout, read the RFP deployment guide.
- The assistant drafts; it cannot submit answers or update business records.
- The security lead reviews claims, including conflicts and missing evidence.
- Access violations or unsupported external claims trigger a pause and manual fallback.
- A budget cap and measured baseline remain actions before the pilot.
Read the full example brief
# AI Pilot Review: Security questionnaire drafting Prepared 2026-09-08 · TheTechStack Workbench · rules 2026-09-08.1 Status: Planning inputs captured — evidence and owner review still required Planning aid only. Answers are self-reported, not verified evidence or deployment approval. ## Objective and current workflow Reduce drafting time while keeping every submitted claim supported by an approved source. Current process: Account team receives questionnaire → solutions engineer drafts → security lead reviews → account team submits. Systems: Approved answer library and document repository Volume: Illustrative pilot: 10 questionnaires; establish current review time first. ## Proposed workflow and access boundary Request → permission check → approved context → draft or proposed action → human review → approved use Requested capability: Draft for human review Produce drafts only. A named reviewer approves their use; the pilot must not submit or change business records automatically. This is a proposed workflow, not a connected integration. ## Accountability and risk Owner: Solutions engineering lead (example role) Approval: Security lead approves claims; account owner approves submission. Stated consequence: High Require explicit sign-off for consequential outputs, traceable evidence, and an escalation path. Exposure alone does not establish that a workflow is regulated; the responsible team must identify applicable requirements. ## Data and integration decisions Read approved answer library only; enforce the requesting user’s permissions. Source owner checks freshness before each pilot batch. Validate source access, freshness, retention, and audit requirements in each named system. Do not assume that an available connector has the right permissions. ## Evaluation plan Use a reviewed example set with stale answers, conflicting sources, missing evidence, and unauthorized documents. Require supported claims and reviewer sign-off; block submission on unsupported claims. Capture expected outcomes and actual results for representative tasks and failure cases. Record the dataset version, reviewer, and unresolved failures before expansion. ## Stop and rollback Workflow owner pauses generation after an access violation or unsupported external claim. Revoke connector access and return to the manual process. ## Cost and operating measures Measure drafting and review minutes, accepted answers, subscription costs, and model usage. Set the budget cap before the pilot. Track accepted task rate, review effort, incidents, and total cost per accepted task. Establish the manual baseline before claiming improvement. ## Open actions - No blank planning inputs remain. Validate the plan and collect test evidence; this is not a release approval. ## Release gates (not completed by this form) - [ ] Scope and accountable owner agreed. - [ ] Permission boundaries tested, including denied access. - [ ] Evaluation evidence reviewed against agreed criteria. - [ ] Required reviewers sign off on pilot scope. - [ ] Stop mechanism and manual fallback exercised. - [ ] Pilot budget and operating review cadence agreed. Expand only after the accountable owner reviews results and unresolved risks. ## Build, buy, or extend Compare extending current systems, buying a tool, and building a narrow component against the same workflow and acceptance criteria. Record capability fit, integration effort, controls, portability, and total operating cost before choosing. ## Previous attempts Synthetic example; no customer deployment or measured result is claimed. ## Assumptions and limitations This brief uses your stated scope and fixed planning rules. It does not inspect sources, test controls, select a vendor, or establish compliance. Unanswered questions remain unknown. Suggested controls require review by the responsible teams.