AI for Law Firms in Kenya
The business of running a firm, not the practice of law.
What is legal?
AI for law firms addresses the commercial and administrative side of practice, principally time recording, deadline tracking, client intake and conflicts checking, leaving the substance of legal advice entirely to admitted advocates.
The largest invisible loss in most firms is time that was worked and never recorded. An advocate takes a call, thinks about a matter in the car, drafts a paragraph between meetings, and none of it reaches a timesheet written from memory on Friday.
Alongside that sits deadline risk. A missed limitation date or filing deadline is not an administrative inconvenience, it is a negligence exposure, and tracking them in a diary depends on somebody opening the diary.
Both are business problems rather than legal ones. The advice itself is not something we touch.
What we will not build for a law firm
Duara works with law firms and legal practices from Nairobi on the commercial side of running the firm rather than on legal work.
We do not build anything that gives legal advice or opines on the law. Advising is reserved work carrying professional liability, and a system that produces something an advocate signs without checking is a risk to their practising certificate rather than a convenience.
Who this is for
- Recorded hours are well below hours worked
- Deadlines are tracked in a diary
- Client intake is inconsistent
- Conflicts checking depends on memory
Industries we serve
- Commercial law firms
- Litigation practices
- Conveyancing firms
- In house legal teams
- Corporate secretarial practices
- Legal aid organisations
Problems this solves
These are firm management problems, and they are where the money and the professional risk actually sit.
- Time worked and never recorded. A timesheet written on Friday from memory misses the calls, the thinking and the short pieces of drafting, and that is real fee income lost.
- Deadlines in a diary. A limitation date or filing deadline tracked manually depends on somebody remembering to look, and a miss is a negligence exposure.
- Intake handled inconsistently. New client information is gathered differently by whoever takes the call, which causes problems later in the matter.
- Conflicts checked from memory. A conflicts check depending on partners recalling past matters becomes unreliable as the firm grows.
What we deliver
Time captured as work happens rather than reconstructed, deadlines tracked with escalating warnings, intake standardised, and conflicts checked against the full matter history.
Time captured as work happens
Deadline tracking with escalating warnings
Standardised client intake
Conflicts checked against full matter history
Matter profitability made visible
A clear boundary excluding legal advice
Features
- Nothing gives legal advice. Advising is reserved work carrying professional liability, and it stays entirely with admitted advocates.
- Time captured, not reconstructed. Recording as work happens recovers the calls and short drafting that a Friday timesheet always misses.
- Deadlines escalate rather than notify once. A single reminder can be missed. A limitation date warrants escalation because the consequence is negligence.
- Conflicts flagged for a person. Possible conflicts are raised for a partner to determine, since the judgement is professional and the consequence is serious.
- Matter profitability made visible. Which work actually pays becomes clear once time is recorded properly, and it frequently surprises partners.
Benefits
- Recovered fee income. Time captured as it happens is the largest single recoverable loss in most firms.
- Reduced negligence exposure. Escalating deadline warnings address the risk that a diary entry depends on somebody opening the diary.
- Consistent intake. Standard information gathered at the start prevents problems that surface later in a matter.
- Better matter decisions. Visible profitability shows which work is worth taking and which is subsidised by the rest.
Technologies we use
- Passive time capture. Recording work as it happens across calls, documents and correspondence for advocate confirmation.
- Deadline management. Tracking limitation dates and filing deadlines with escalation as they approach.
- Intake standardisation. Gathering consistent client and matter information at the point of instruction.
- Conflicts searching. Checking new matters against the full history of parties and matters.
- Matter profitability reporting. Comparing recorded time and disbursements against fees by matter type.
Time capture is the whole commercial argument. A firm recording ten percent more of the hours it already works has improved its economics more than any efficiency measure available to it.
How the process works, step by step
Firm projects usually take five to nine weeks, starting with time capture because it pays for the rest.
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Step 1
Free practice review
We compare recorded hours against a realistic estimate of hours worked, which is usually a wide gap.
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Step 2
Boundaries confirmed
The exclusion of legal advice and opinion is agreed in writing before anything is built.
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Step 3
Time capture first
Recording as work happens goes first, since recovered fee income funds everything else.
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Step 4
Deadlines added
Limitation and filing tracking with escalation follows, because the exposure justifies it.
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Step 5
Intake and conflicts
Standardised intake and conflicts searching complete the administrative side.
Quality assurance and how we work
The commitments attached to systems inside a regulated profession.
- Nothing advises or opines on the law. Advising is reserved work carrying professional liability and it stays with admitted advocates entirely.
- Conflicts are flagged, never cleared automatically. A conflicts determination is a professional judgement with serious consequences, and a person makes it.
- Time entries are confirmed by the advocate. Captured time is proposed rather than posted, since the person doing the work decides what is chargeable.
- Client confidentiality is a design constraint. Privileged material stays inside the firm and is never sent to a public model for training.
- We report the recording gap honestly. Including when it is large, because that figure is uncomfortable and it is the entire commercial case.
Frequently asked questions about legal
Does any of this touch the legal work itself?
No. This is the business side of the firm. Advising is reserved work carrying professional liability and stays with admitted advocates.
What is the biggest commercial gain?
Time capture. A firm recording ten percent more of the hours it already works has improved its economics more than any efficiency measure available.
Why is so much time unrecorded?
Because timesheets are written from memory. Calls, thinking time and short pieces of drafting simply do not survive until Friday.
Does it post time entries automatically?
No. Captured time is proposed and the advocate confirms, since the person doing the work decides what is chargeable.
How does deadline tracking help?
Escalating warnings rather than a single reminder. A limitation date warrants escalation because the consequence is negligence rather than inconvenience.
Can it clear conflicts?
It flags possible conflicts against your full matter history. The determination is a professional judgement and a partner makes it.
Is client material kept confidential?
Yes. Privileged information stays inside the firm and is never sent to a public model for training.
Will it show which matters are profitable?
Yes, once time is recorded properly, and the answer frequently surprises partners about which work is subsidised.
How long before time capture is running?
Five to nine weeks, with time capture first because the recovered fee income funds everything else.
Does it work with our practice management system?
Most common ones, feeding time and matter data into what you already use rather than replacing it.
Can it help with court filing deadlines?
Yes, tracked alongside limitation dates with the same escalation, since both carry consequences beyond inconvenience.
Will advocates accept time capture?
Better when it proposes rather than posts, and when the recovered income is visible to them. Framing matters considerably here.
Can it standardise client intake?
Yes, which prevents the problems that surface later when information gathered differently by different people turns out to be incomplete.
Does it handle anti money laundering checks?
It supports the documentation and record keeping. The assessment and any reporting obligation stay with your compliance partner.
Is this suitable for a small firm?
Yes, and small firms often have the widest recording gap since nobody is checking timesheets against anything.
Can in house legal teams use it?
Yes, though the emphasis shifts from time recording to deadline tracking and matter visibility, since there is no billing.
Will the Law Society have concerns?
The work is administrative and confidentiality is a design constraint. We would encourage discussing the specifics with them early.
Does it read our case files?
Only where you connect it for conflicts and deadline purposes, and the material stays inside your systems.
Who can access matter information?
Only your own staff under your existing permissions, which usually already restrict matters by team.
What does a firm project cost?
Fee earner numbers and matter volume determine it, quoted after the practice review.
Glossary of terms
Practice management terms in plain language.
- Recorded time
- Hours entered against a matter, which is routinely lower than hours actually worked.
- Limitation date
- The deadline after which a claim can no longer be brought, and a serious negligence exposure if missed.
- Conflicts check
- Establishing whether acting would conflict with an existing or former client.
- Intake
- The information gathered when a new client or matter arrives.
- Matter profitability
- Fees earned against time and disbursements spent on a matter.
- Disbursement
- A cost incurred on a client behalf, recoverable if properly recorded.
Related services in Industries
Talk to us about legal
Compare last month recorded hours against what your advocates would say they actually worked. That gap is the case.
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