Local-first billing intelligence for law firms

Turn everyday work into review-ready time entries.

IntelliBill analyzes supported Outlook email activity, suggests the client, matter, duration, and narrative, and requires human review before export.

The Interactive Product Tour uses fictional data · working-data evaluations are arranged directly

IntelliBill
● LOCAL MODEL READY

Review queue

Potential billable activity

Mason matter — email correspondenceMatched from thread participants and subject
0.4h
Liu matter — client follow-upMatched from Outlook email thread evidence
0.8h
Ortiz matter — draft revisionQueued for review · confidence below threshold
0.6h
Fictional data · Interactive Product TourOpen product tour →
Built for careful
legal review
Local AI inferenceSupported classification can run through Ollama on your machine.
Evidence, not guessesClient and matter suggestions carry confidence and supporting signals.
Review where it mattersAmbiguous activity is held for a person to resolve.

The gap

The work happened. The timer didn’t.

The six-minute email, the late-night reply, the client follow-up buried in a long thread—small pieces of real work are easy to reconstruct poorly or forget entirely. IntelliBill starts with supported Outlook email.

Reconstructed from a working day
Reviewed and answered opposing counselEMAIL
Analyzed a client attachment and drafted adviceEMAIL
Revised client follow-up narrativeREVIEW
Activity surfacedReady for human review

How it works

From activity trail to billing draft.

IntelliBill is designed to assist the billing workflow, not conceal it. The evidence and review state travel with the draft.

01

Read supported activity

The offered Mac pilot reads supported Outlook email activity only.

02

Find likely billable work

Local inference identifies legal work and drafts a duration and billing narrative.

03

Match the matter

Evidence and confidence scores connect the activity to a client and matter; uncertainty is surfaced.

04

Review and export

Resolve flagged items, run delivery checks, and download reviewed CSV for reconciliation or import preparation.

The product

One queue for work you may have missed.

The current product focuses on the signals attorneys already produce and the controls a careful billing workflow needs.

01 / EMAIL

Email activity scan

Surfaces likely billable work from supported Outlook activity without requiring a running timer.

02 / THREADS

Email evidence trail

Keeps participants, subject, timestamp, and thread context attached to each proposed entry.

03 / EVIDENCE

Client and matter matching

Uses participants, subjects, known aliases, and prior decisions to explain each suggestion.

04 / NARRATIVE

Billing-ready drafts

Generates a proposed narrative and time estimate while preserving the underlying review signals.

05 / QA

Delivery safeguards

Checks duplicates, unresolved clients, overlaps, and unusual estimates before an export is prepared.

06 / LEARNING

Corrections that teach

Reviewed decisions can become examples for future classification instead of disappearing into a spreadsheet.

Privacy without theater

Local where it matters. Explicit about what isn’t.

Core classification is designed around local Ollama inference. Operational tooling can include separately configured cloud services—including accounts, backups, alerts, or review workflows—so every working-data evaluation starts with an explicit data-flow review.

IntelliBill is built by a practicing attorney who wanted reviewable evidence and operational clarity, not a black-box promise.

Current architecture
Core classificationLOCAL OLLAMA
Operational servicesDEPLOYMENT-SCOPED
Ambiguous activityROUTED FOR REVIEW
Product Tour dataFICTIONAL + IN-MEMORY
Export quality checksBUILT IN

See the workflow

Start with the work already in your inbox.

Explore the Interactive Product Tour with fictional email data. If the workflow fits, request a private evaluation so the Mac setup, Outlook email source, manual-review process, export, and privacy boundaries can be reviewed first.