Customer Spotlight: A Nairobi Law Firm Cut Filing Time by 70%
How a 24-advocate Nairobi law firm reclaimed 8 billable hours per advocate per month by turning email into auto-filed matter records.
Customer Spotlight: A Nairobi Law Firm Cut Filing Time by 70%
This is the long-form version of the case study. It includes the parts that didn't fit there.
The starting numbers
24 advocates, 18 support staff, and a Managing Partner who'd been tracking non-billable time for six months before approaching us. His finding:
- Advocates billed an average of 1,650 hours/year (target: 1,800)
- The gap was non-billable administrative work — and 70% of that was document operations
If he could recover 8 hours/advocate/month, the firm would hit its billable target without working anyone harder.
What we did
The intervention was unglamorous:
- Inbox routing: Every email forwarded to
matters@firm.papyrus.iogot AI-classified to the right matter - Templates with merge fields: Standard letters, retainers, NDAs instantiated with one click
- Court bundle builder: Select documents, click “Build Bundle”, get a hyperlinked PDF
- Conflict-check workflow: Before any new matter, a compliance partner reviews and approves the no-conflict opinion
The technical migration took 6 weeks. The behaviour migration took another 8.
What we measured
Before / after (from the firm's time-tracking system):
| Activity | Before (hr/advocate/month) | After |
|---|---|---|
| Filing emails | 3.2 | 0.4 |
| Drafting standard docs | 2.1 | 0.6 |
| Bundle assembly | 2.0 | 0.3 |
| Conflict checks | 1.0 | 0.1 |
| Total non-billable | 8.3 hr | 1.4 hr |
| Recovered | — | 6.9 hr (83%) |
The firm rounded up to “8 hours” in their internal communications. We rounded down. Either way: meaningful.
The Managing Partner's quote
"I budgeted for 18 months to see ROI on the implementation cost. We hit it in 5. The cost wasn't even the issue at that point — it was the advocates' time we got back."
What didn't work the first time
Two things failed initially:
Failure 1 — Voice dictation
We tried integrating a voice-to-text feature for advocates dictating notes after meetings. Accuracy was 75% on Swahili-English code-switching; advocates complained about cleanup time. We pulled the feature after 3 weeks and recommended dedicated dictation software for that workflow.
Failure 2 — Auto-assign court bundles to senior advocate
The first version of the bundle builder auto-assigned the resulting PDF to whoever was listed as “senior advocate” on the matter. Several matters had outdated senior-advocate assignments, leading to wrong-person notifications. We changed to propose assignment with one-click confirmation.
Where they're going next
The firm is now considering rolling Papyrus to:
- Client billing (currently in a separate practice-management system)
- Trust account reconciliation
- KYC and AML evidence
- Internal HR
The MP's reasoning: “If 8 hours per advocate is recoverable from email and filing, what's recoverable from the rest?”
Generalisable lessons
For law firms considering Papyrus:
- The biggest non-billable savings are from email routing, not workflow design
- Templates with merge fields pay back disproportionately for high-volume standard documents (NDAs, retainers)
- Conflict checks done right become a system feature rather than a process burden
- The MP-level enthusiasm matters more than the advocate-level enthusiasm. Senior buy-in pulls the firm along.