Reviewed 25 October 2026.
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AI document automation can help turn source material into a draft, extract information or check whether a document is complete. The useful unit of work is the whole process: choosing sources, preparing the output, checking it, approving it and recording what actually happened next.
A proposal, meeting recap and standard operating procedure need different checks. Start with one document type and a person who understands it. A faster draft is useful only if the team can inspect it without rebuilding the work.
Write down the reader, purpose, permitted sources and expected result. A weekly report might summarise checked figures; a proposal might assemble an agreed scope; an onboarding pack might identify missing information. None of these tasks gives the assistant authority to invent prices, legal terms, delivery dates or customer promises.
Use ordinary templates or rules where they are sufficient. For information extraction from PDFs, our checked PDF workflow covers source fields and validation. For bids, use the tender-response checklist. A document assistant should support those checks, not bypass them.
Keep the following fields beside the working document. They make the review practical and distinguish a proposal from a completed action.
| Field | What to record |
|---|---|
| Source | Document or note, version, date and relevant passage. Identify the current approved source. |
| Decision | What was actually agreed, who agreed it and any conditions. Mark suggestions separately. |
| Action | The proposed work and its destination, such as a recap draft or a task-board entry. |
| Owner | The responsible person or role. Leave missing ownership unresolved rather than guessing. |
| Deadline | The agreed date and its source, or “not agreed”. An inferred date is not a commitment. |
| Status | Drafted, checked, approved, sent, created in the destination, or completed, supported by evidence. |
| Approval | The reviewer, exact version and permitted action. Approval of wording is not approval to send it. |
“Email drafted” means text exists. “Email sent” needs a send result. “Task proposed” means a recommendation; “task created” needs the destination record. Creating a task does not show that somebody completed it. Keep these states explicit in summaries and handovers.
Choose an approved account and check access, retention, connected services and the purpose of processing before adding real records. The ICO's AI data-minimisation guidance explains that personal data should be limited to what is necessary for the purpose. A complete customer archive is rarely the right starting input for one document.
For recorded meetings, establish the applicable recording and information-handling requirements first. Do not assume one consent checkbox answers every situation. Use fictional or appropriately approved material while testing the workflow.
Start with the accepted scope and the information already collected during sales. Prepare a delivery brief covering the objective, deliverables, exclusions, contacts, dependencies and unanswered questions. Ask the client only for information that is still needed.
An intake checklist can identify missing brand files, decisions or access arrangements. Record who will supply each item and where it belongs. Request access through the organisation's approved route; an onboarding document is not a place to collect passwords or grant accounts automatically.
Use the brief to draft a kickoff agenda and recap. Proposed project tasks must show their owner and dependency. A task that depends on an unconfirmed asset should remain blocked, not acquire an invented completion date.
A fictional website brief includes a contact form but excludes online payments. The sales notes say the client will supply approved photographs, with no delivery date agreed. A useful onboarding draft asks for the photographs and identifies the dependency. It does not add checkout development, promise a launch date or describe the photos as received.
The delivery lead checks that draft against the scope before approving a client message or creating tasks. Track the time from accepted proposal to ready-to-start, missing-information requests and corrections. This is an illustrative process, not a reported Blue Canvas result.
Choose one meeting type, such as a project check-in. Agree the recap format before selecting a notetaking product. A transcript is a source to check; it is not automatically an agreed record of the meeting.
In a fictional meeting, someone says, “We could send a draft on Friday if the figures arrive.” The action record should retain the condition and show that the date needs confirmation. Turning this into “Draft due Friday” changes the commitment.
Use the shared source/decision/action record above for the recap, project board and CRM. After an authorised update, record its destination and result. If a tool fails, leave the item as not created or not sent and check before retrying so the workflow does not produce duplicates.
Measure missing actions, incorrect commitments, review effort and whether accepted tasks have owners. A longer transcript or more tasks does not establish better follow-through.
Observe a repeatable task and collect the current instructions before asking AI to draft a standard operating procedure. Notes or a transcript from an approved recording can help, depending on the tool and input format. Verify what the recording actually shows; the assistant should not fill gaps with imagined steps.
A practical SOP contains:
Have the process owner compare the draft with the actual workflow. Then ask a suitably trained colleague to follow it using a controlled example. Record missing prerequisites, ambiguous instructions and exceptions. Revise the procedure and test the affected steps again.
Store the approved version where staff already work. Mark old versions as withdrawn and review after representative use or a material process change. If staff mainly need to find answers in approved procedures, the knowledge-base guide covers the separate search and permissions problem.
Include an outdated policy, conflicting notes, a missing owner, an unsupported price and a document containing instructions to ignore the task. The expected result is to expose the gap or conflict. Content inside a source document must not grant new permission to send messages or change records.
The NCSC's secure AI development guidance is a technical reference for teams building an integrated system. Apply access controls and testing as part of that design; a prompt asking the model to be careful does not enforce the boundary.
Compare source preparation, drafting, review and correction with the existing process. Count missing fields, unsupported statements, incorrect actions and duplicate work separately. Retain the source and approved output so another person can inspect a result.
A team may keep the system at draft preparation if that is useful. Connecting email, task creation or a document store is a separate scope decision with its own permissions and recovery route. Agree who maintains templates, sources and access after the pilot.
For help scoping that process, see AI implementation services or start a free conversation. Bring one recurring document, its approved inputs and the checks your team already uses.
Blue Canvas AI Ltd is responsible for this guide. Spotted an error? Email contact@bluecanvas.ai.
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