Workflow Lab / Internal workflow resource

10-minute check

Field Notes-to-Update Readiness Check

Use this short internal checklist before moving sanitized field notes into a review-ready project-update draft. Mark what is currently true, then use the decision guide to identify the next responsible step.

Scope boundary

This is not ecological judgment, compliance advice, or a substitute for human review. It does not validate data, make recommendations, or create a client-ready deliverable. Follow your firm’s approved data-handling rules and qualified review process.

Mark the current state

Five checkpoints before the internal draft

Use ☐ = not yet · ☑ = ready

01

Intake readiness

Can a reviewer see the basic context before a drafting step starts?

  • The notes identify the internal project reference and the visit or observation date.
  • The source uses labels or headings that make supplied facts easy to separate from open questions.
  • Unknown, incomplete, or needs-confirmation details are marked visibly rather than filled in.
  • The person preparing the source knows where the approved intake lives.

02

Sanitation and data handling

Has the team prepared a safe, approved source for its internal workflow?

  • The source has been checked against the firm’s rules for client, personal, location, image, and sensitive ecological data.
  • Only information approved for the intended internal tool or workspace is included.
  • Any detail that must stay out of an AI tool is removed, generalized, or handled through the firm’s approved alternative process.
  • The example or source is not being treated as a client-facing record or final professional conclusion.

03

Draft structure

Is there a simple destination for the internal draft?

  • The team can name the intended internal draft, such as a project-update outline or reviewer handoff.
  • The draft has a clear place for supplied facts, items needing confirmation, and questions for a reviewer.
  • The team knows which content must be left blank when the notes do not support it.
  • The draft is labeled as internal and review-required before anyone uses it further.

04

AI and tool boundaries

Does the team know where an approved tool helps—and where it stops?

  • The tool or tool-neutral method is approved by the firm for this limited internal use.
  • Instructions constrain the draft to supplied information and make uncertainty visible.
  • No tool is asked to make ecological judgments, compliance conclusions, professional recommendations, or unsupported inferences.
  • The workflow does not represent generated text as verified, final, or client-ready.

05

Human QA

Is a qualified person responsible for the draft before it moves on?

  • A named reviewer checks names, dates, supplied facts, and missing or uncertain details.
  • The reviewer decides whether the wording needs professional judgment, clarification, or removal.
  • The reviewer confirms the next internal handoff and whether any separate process is required.
  • No one treats the checklist or a tool output as a substitute for human review.

Generic example

Structure, not a client scenario.

A generic internal source might separate: “visit date,” “supplied observation,” “unknown or needs confirmation,” and “reviewer question.” That structure makes gaps visible. It does not establish what the observation means or what should happen next.

Decision outcome

  1. Mostly ready: run the approved internal drafting step, then send it to the named reviewer.
  2. One checkpoint is missing: improve that step before drafting.
  3. Source or boundary is unclear: pause and use the firm’s existing review or data-handling process.

Workflow Lab · Practical systems for internal AI workflow preparation. This resource contains generic, non-client-specific examples only.