Start where repetition already lives
The easiest files to automate first are the ones your team prepares often and revises in a predictable way. In a small firm, that usually means documents where the matter facts change but the structure stays familiar from one instruction to the next.
Look at the work that lands on the same person week after week, then note which parts are copied, checked and retyped. Those are the areas where template libraries, merge fields and clause banks can take real pressure off the drafting process without changing how the firm handles legal judgement.
- Letters of demand with standard opening and closing wording
- Basic contracts with repeatable party and payment fields
- Leases with a clear set of property and term inputs
- Wills and related instructions that follow a fixed structure
- Conveyancing paperwork that relies on matter data already captured elsewhere
Pick documents with clean decision points
A strong first candidate has obvious choices that can be turned into questionnaire branches. If a document only changes in a few places, you can build a guided path that asks for those details and then assembles the right version from approved wording.
That is easier to manage than starting with a document that depends on too many unusual exceptions. Conditional questions, review checkpoints and version control work best when the firm can describe the main pathways without needing a long debate every time a new matter arrives.
- Choose documents with clear yes or no branches
- Avoid files that depend on many rare exceptions
- Check whether the wording already exists in approved form
- Use one matter type at a time
Use the paper trail as your guide
Before selecting the first automation set, gather the versions the firm already uses in day-to-day practice. The most useful files are often the ones that appear in folders, shared drives and saved precedent packs with only small wording changes from matter to matter.
That paper trail shows which documents are stable enough for template mapping and which ones still need more internal agreement. It also highlights missing fields, duplicate clauses and places where the current drafting process depends too heavily on memory or personal habit.
- Recent precedents that are actually used
- Old versions that keep reappearing in newer matters
- Drafting notes that show where staff edit the same clauses
- Signature pages, annexures and schedules that follow a set order
- Any document pack that already has an internal review routine
Test the first bundle against daily file flow
The first bundle should fit the pace of ordinary instructions. A useful starting point is a small set of documents that can be linked to the same matter data, the same approval logic and the same storage habits.
That gives the firm one workable path from questionnaire to draft to sign-off. If the process already includes admin checks, partner review and filing steps, automation can sit inside those stages so the team keeps most of its habits.
- Keep the first bundle narrow enough to manage easily
- Link it to one clear workflow and one review route
- Use matter data fields that staff already capture
- Store drafts and final versions in a controlled cloud location
Avoid starting with the most disputed files
Some documents are better left for later because they carry too much variation or too many internal debates. If a file usually needs several people to rewrite the same clauses, it may need more drafting agreement before it can be turned into a stable template.
The document may suit a later phase. It simply means the firm may need to sort the wording first, then build the questionnaire, clause bank and review steps around a clearer internal standard.
- Files with frequent one-off wording changes
- Documents where every matter becomes a special case
- Templates that are still being negotiated inside the firm
- Records that depend on too many manual attachments
First round checks for small firms
Once the first candidates are named, the next step is to check whether they are ready for automation. The best starting pack is usually small, tidy and familiar enough for the team to test without slowing the practice down.
In Rosebank or in a branch office serving Pretoria, Cape Town, Durban or Bloemfontein, the same principle still applies. The first documents should be easy to explain, easy to map and easy to review, with enough structure to justify the work of onboarding and template setup.
- Does the document follow a repeatable structure?
- Are the key fields already gathered in the matter file?
- Is the approved wording stable enough for a template?
- Can the firm decide on the main branching questions?
- Will the document benefit from version control and sign-off steps?
- Can the final file be stored with POPIA-aware handling in mind?
That checklist usually points the firm toward a small, practical first round. A smaller start gives the team room to map templates, train users and tune the workflow before adding the next document family.
