Illustrative PLANERGY AI workflow example — not a claimed client result.
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PW-002 — Report Drafting
Report drafting is common across professional services, operations, management, community organisations and many other knowledge-work environments. The problem is rarely the ability to write. It is the repeated effort required to gather information, structure it, draft it, check it and produce a consistent final document.
The current state
Before: AI may exist, but the workflow has not been redesigned.
- Gather information
- Search previous documents
- Build structure
- Draft manually
- Review
- Rework
- Finalise
Information is spread across emails, notes and documents.
Employees repeatedly recreate report structures from scratch.
Substantial time goes into producing first drafts.
Quality and consistency vary between people.
Review cycles can create additional rounds of rework.
Employees may already experiment with public AI tools — without an approved process.
Diagnosis before recommendation
Is Report Drafting actually a suitable opportunity?
PLANERGY AI does not recommend a workflow merely because AI can perform part of it. Each candidate workflow is tested against organisational and workforce evidence first.
Business alignment
Does faster or more consistent reporting support an organisational priority?
Workforce demand
Are employees identifying reporting and document preparation as repetitive or burdensome?
Frequency and burden
Does the task occur often enough to justify intervention?
AI suitability
Can AI safely assist defined parts of the task?
Adoption readiness
Can employees realistically use an approved workflow?
Risk and human judgement
What information, error consequences and human oversight requirements apply?
The redesigned workflow
The PLANERGY AI Workflow — PW-002 Report Drafting
1DEFINE
Confirm the report purpose, audience, approved inputs and required format.
2PREPARE
Gather authorised source material and remove or protect information that must not be entered into an unapproved tool.
3GENERATE
Use approved AI to assist with the defined drafting task.
4VERIFY
Human checks factual accuracy, completeness, source material, tone and required organisational standards.
5REFINE
Human revises the draft and resolves errors, omissions or inappropriate AI output.
6APPROVE
The accountable employee or authorised reviewer approves the final report.
7MEASURE
Capture agreed workflow measures so PLANERGY AI can determine whether the redesigned process actually improved the work.
AI assists. Humans verify and remain accountable.
The shift
What changes
Before
After — with PLANERGY AI
Employee repeatedly constructs much of the report manually.
Employee follows an approved repeatable process in which AI assists defined drafting activities and the human performs verification, judgement and approval.
Individual AI experimentation.
Approved organisational workflow.
Inconsistent prompting and process.
Defined workflow recipe.
Unclear information-handling boundaries.
Explicit guardrails.
AI output may be trusted informally.
Mandatory human verification.
Assumed productivity benefit.
Measured before/after evidence.
Human oversight
Human control is designed into the workflow
Approved inputs
Information and privacy boundaries
Factual verification
Professional judgement
Escalation where required
Final approval
Accountability remains human
The objective is not autonomous report production. The objective is a better human-led workflow.
Evidence, not assumption
What PLANERGY AI measures
Baseline time per report
Post-implementation time per report
Frequency
Number of employees using the workflow
Adoption and repeat use
Rework
Quality
Cycle time
User confidence
Relevant exceptions and incidents
PLANERGY AI separates observed evidence from extrapolation. Financial savings are not claimed unless supported by an explicitly approved calculation and evidence.
The 30-Day AI Workforce Accelerator
Where PW-002 fits in the adoption sequence
PW-002 becomes an implementation candidate only after organisational and workforce evidence identifies it as appropriate — and management approves it. Diagnosis comes first; implementation follows evidence.
Which workflows should change in your organisation?
PLANERGY AI's 30-Day AI Workforce Accelerator identifies, prioritises and implements practical AI-enabled workflows based on your organisation's strategy, workforce evidence, technology and risk profile.
Illustrative PLANERGY AI workflow example — not a claimed client result.