Pilot Evidence Operations Guide - Initial Pilot Cohort

Purpose

This note turns the evidence kit into an operating routine a real pilot can run.

It is for the people who have to set up, run, and maintain the measurement loop:

• technical enablement lead
• manager sponsor
• pilot coordinator
• technical lead supporting sampled review

Minimum viable tool stack

Use existing tools first.

Minimum viable setup:

• one survey or form tool
• one shared spreadsheet or table
• one issue-tracker view for pilot workflows
• one place to log exceptions or incidents

Do not add a new measurement platform unless the pilot has already outgrown the lightweight stack.

If the organization does not yet know how to instantiate that stack, use Pilot Evidence Reference Deployment - Microsoft 365 and Jira as the reference build.

Core roles

Technical enablement lead

Owns:

• kit setup
• weekly pulse review
• sampled case review coordination
• weekly action log
• pilot closeout summary

Manager sponsor

Owns:

• workflow participation support
• weekly soft-signal input
• follow-up on support gaps
• reinforce that the kit is not for performance management

Technical lead or reviewer

Owns:

• sampled case review quality
• verification-quality judgment
• escalation of unsafe patterns

Setup checklist before kickoff

1. Choose 2-6 target workflows total across the pilot.
2. Tag those workflows in the system of record.
3. Create one shared evidence sheet.
4. Decide the baseline window, usually 2-4 weeks of recent comparable work if available.
5. Build the pre-pilot survey and weekly pulse in the chosen form tool.
6. Confirm who reviews sampled cases each week.
7. Confirm confidentiality language with the sponsor.
8. Tell participants explicitly that the kit is for workflow learning, not employee ranking.

Weekly operating rhythm

Early in the week

• update KPI rows for the target workflows
• review the weekly pulse responses
• note any immediate support needs or red flags

Midweek

• sample 5-10 cases across the pilot
• apply the rubric
• capture 1-2 strong examples and 1-2 weak examples if available

End of week

• write one short action summary
• decide refine, support, escalate, or hold
• communicate only the relevant summary, not raw individual responses

Action thresholds

These are not hard laws, but they are useful default triggers.

Escalate quickly if:

• there is a meaningful privacy, security, or policy exception
• a high-risk case scores 0 on verification quality or risk handling
• multiple cases show fluent but weakly explained output being trusted

Refine the workflow if:

• review burden rises for 2 consecutive weeks
• weekly pulse responses repeatedly report rework or confusion
• adoption quality is mixed while throughput appears better

Pause scaling if:

• a target workflow looks faster but hidden rework is rising
• managers or technical leads report growing unease that samples confirm
• lower-oversight-readiness participants are moving faster without better explanation ability

Shared spreadsheet structure

Use Pilot Evidence Sheet - Initial Pilot Cohort as the working sheet model.

Recommended tabs:

1. pilot overview
2. workflow KPI tracker
3. sampled case log
4. support and learning log
5. weekly action log

Reporting rule

Keep the output simple.

The weekly summary should answer:

• what improved
• what got heavier
• what needs support
• what needs inspection
• what should not scale yet

Closeout routine

At pilot close:

1. run the post-pilot survey
2. compare baseline and pilot-period workflow signals
3. summarize the strongest good and bad examples
4. name hidden costs, not just gains
5. recommend refine, pause, or scale

What to avoid

• auditing everything
• building a scorecard for individuals
• chasing statistical proof in a tiny pilot
• keeping weak metrics because they are easy to collect
• hiding uncertainty in the summary language