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Custom systems for repetitive business work

Take repetitive workoff your team'splate.

FirmPoint designs and builds AI systems that connect the tools you already use, handle routine steps, and send important decisions to your team.

01Find the problem
02Map the work
03Build and test
04Run and improve
Workflow mappingCustom systemsIntegrationsHuman reviewTestingOngoing support

Where the time goes

Your team should not have to hold the operation together by hand.

Useful projects begin with work the team already knows is unreliable.

01

Information lives in too many places

People search through inboxes, documents, spreadsheets, and software before the real work can begin.

02

Follow-up depends on memory

Requests, approvals, and next steps wait until someone remembers to check them.

03

Documents are checked by hand

Skilled people spend hours finding, comparing, copying, and organizing the same kinds of information.

04

Leaders cannot see where work is stuck

The team is busy, but delays, rework, and missing information stay hard to measure.

Start with one recurring problem, define what better looks like, and build only what the team can use and measure.

What we build

AI systems for work your team repeats every day.

We design around your tools, records, rules, and review process, so the system fits the business instead of forcing the business to fit the software.

Current area of depth

Reduce the busywork around legal decisions.

Handle intake, records, deadlines, billing, communication, and document preparation while lawyers keep control of legal judgment.

01Capture
02Reconcile
03Prepare
04Approve
Data migration and operational cleanupCase lifecycle and deadline systemsRecords, bills, and document intelligenceDrafting and follow-up with approval gates
See legal examples

Start where your workflow is today

Map. Build. Operate.

Map the problem when the path is unclear. Build when the workflow is ready. Operate when a live system needs support or the next improvement.

  1. 02

    Build

    For a validated workflow

    Custom AI System

    We design, connect, test, and launch a custom system for one proven workflow.

    Investment
    Custom fixed project fee
    Timing
    Schedule set from approved scope
    Scope
    One production workflow
    See Custom AI System
  2. 03

    Operate

    After a system is live

    Embedded AI Partnership

    Ongoing support and new builds for AI systems already in use.

    Investment
    Custom monthly engagement
    Timing
    Ongoing at an agreed cadence
    Scope
    Named systems and monthly capacity
    See Embedded AI Partnership

Free starting point

AI Opportunity Conversation

Bring one frustrating workflow to a free 30-minute call. We will discuss whether it may be worth mapping, ready to build, better served by existing software, or not an AI project.

Book the free fit call
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How we keep the work practical

Keep the first system focused and testable.

These rules keep the project focused, testable, and under the right human control.

We watch the workflow before deciding where AI belongs. The written process and the daily process are rarely the same.

Workflow examples

See the shape of a useful first system.

These examples show how we define the problem, the system, and the measure. They are not client results.

01

Legal operations

Matter intake and operating control

Problem
New matters arrive in different places, but each one needs the same records, checks, assignments, and deadlines.
System
An intake system gathers the record, finds missing information, prepares the matter, and sends exceptions for review.
Measure
Completion time, missing-information rate, rework, and deadline visibility.
Illustrative example · Not a client result
02

Document-heavy operations

Record reconciliation and review queue

Problem
Teams compare documents by hand before they know what is complete, conflicting, or ready for review.
System
A system extracts the required details, cites each source, flags conflicts, and prepares a review queue.
Measure
Review time, exception visibility, source coverage, and avoidable handoffs.
Illustrative example · Not a client result
03

Company knowledge

Cited operating knowledge system

Problem
Policies, procedures, and company history are hard to find when someone needs an answer.
System
A search system answers from approved sources, shows citations and dates, and declines when the evidence is weak.
Measure
Answer coverage, citation accuracy, unresolved questions, and time to verified context.
Illustrative example · Not a client result
See more workflow examples