Live · in production · solo + small firms

Your back office runs itself.
You handle the law.

Six AI agents intake clients, poll USCIS, track deadlines, queue client comms from your templates, run billing, and route every action to the right human. Your attorneys keep judgment, strategy, and signing off. Everything else — gone.

~70%
Time recovered
on back-office work
6
Named AI agents
not generic chat
+ X
Custom Agent · built for
the work only your firm does
Solo + small
Built for · immigration
& adjacent practice areas
Same week. Different ending.

Eight moments every small firm hits — solved by the agent that owns it.

Left: a real week before MatterEngine. Right: the same week, after. Each pair bridged by the named AI agent that takes it over.

I
Thursday04:47 PM
“The Müller RFE is due Monday.”
Thursday afternoon, three expert letters still missing. The deadline calendar lived in someone's head.
Malpractice exposure↳ Deadlines
Deadlines
Agent
Monday09:00 AM · on time
“All letters in. Filed Monday.”
Day 0: Deadlines Agent flagged the RFE. Day 1: auto-requested letters from Drs Foster + Iwasaki. Day 14: all 3 received. Filed 3 days early.
Audit log clean
II
FridayDay 5 · cold
“We still haven't sent the Retainer.”
Referral came in Monday. By Friday the intake packet still hasn't gone out. Lead is going to another firm.
3–5 day conversion↳ Intake
Intake
Agent
Monday11:02 AM · signed 4:38 PM
“Signed same day. New client active.”
Intake Agent qualified the referral in 12 min, pre-filled the retainer from your firm's template. You reviewed in 2 min, sent 11:02 AM. Signed by 4:38 PM.
6-hour conversion
III
Wednesday02:18 PM
“Same intro. Same RFE paragraph. Again.”
Cover Letter for the Park H-1B. You've written this structure eighty times. 70% of it is templated.
2 hrs / case on boilerplate↳ Comms
Comms
Agent
Wednesday02:00 PM · 2-min review
“Pre-filled from your template. Two clicks.”
Comms Agent pulled your cover-letter template, filled the case-specific fields, and queued it. You read once, edited one line, approved.
2 hrs → 2 min
IV
Tuesday11:42 AM · #3 today
“Any update on my case?”
Third "any update" email before lunch. Each one: log into USCIS, copy-paste, reply. 60 matters / week.
A full FTE doing data entry↳ USCIS
USCIS
Agent
Tuesday07:14 AM · already sent
“Update in their inbox before they ask.”
USCIS Agent polled all 60 matters overnight. Status updates batch-prepared from your firm's templates. Client #3 got their update at 7:14 AM — beat the email.
0 status emails / week
V
Sunday09:18 PM · day 34
“Nobody's emailed me in over a month.”
34 days quiet on the Hoffmann file. He calls Sunday night, anxious. You just got busy.
Trust thins, referrals dry up↳ Comms
Comms
Agent
Day 14silent-matter alert
“Personal check-in went out. He felt heard.”
Comms Agent flagged Hoffmann at day-14 silent. Pre-filled a check-in from your firm's template, populated with his specific case details. You approved in 30 sec.
No anxious Sunday call
VI
Sunday04:11 PM · T-2
“Where's the Dr. Foster letter?”
Filing Tuesday. Sunday afternoon you realize the expert letter never arrived. Panicked weekend emails.
2× per month, evidence gaps↳ Intake
Intake
Agent
Day 30letter received · T-30
“Letter arrived Day 30. No weekend panic.”
Intake Agent tracked Dr. Foster from day 0. Reminders sent day 14 + 21. Escalation routed to paralegal day 28. Letter arrived day 30 — 30 days before filing.
Zero evidence gaps
VII
Month-end+16 days late
“Wait — did Costa already pay?”
Stripe paid the 14th. Matter shows "awaiting payment" til the 30th when QuickBooks syncs. Almost re-invoiced.
Cashflow is a fog↳ Billing
Billing
Agent
14th09:32 AM · reconciled
“Marked paid the morning it cleared.”
Billing Agent reconciled Stripe → matter status the morning Costa paid. Status flipped to "paid" 9:32 AM, 14th. Zero re-invoice risk.
Books = reality, daily
VIII
Monday08:00 AM
“What needs me today?”
Open the firm. Open 14 matters one by one. 9 AM and you still haven't practiced law — just air traffic.
The partner is the bottleneck↳ Partner Queue
Partner
Queue
Monday08:00 AM · coffee + clarity
“3 decisions. 11 handled overnight.”
Partner Queue: 3 items need you, 11 already handled by agents while you slept. First sip of coffee, you start with the work only you can do.
Practicing law by 8:30
The product

Built for the way immigration firms actually work.

Start every morning with one queue, not ten tabs.

By 8 AM, six agents have reviewed every active matter. You sit down to a single ranked list of what needs your judgment today — not a wall of email and CRM tabs.

  • One-line summary across all matters
  • Three urgency tiers, color-coded
  • One-click into the case, document, or agent log
  • Mobile view for triage on the go
app.matterengine.ai · Partner Queue
Tuesday · 8:42 AMGood morning, Peter
need you3 items
USCIS
Chen, L-1A — RFE issued. Materials pulled, paralegal queued.
87d clock
DEADLINE
Garcia I-485 — biometrics rescheduled
7:11 AM
BILLING
3 invoices sent · $14,200 receivables
handled
COMMS
Hoffmann update sent (day-34 file)
handled

Agents prepare. You approve. Or escalate.

Each morning, every routine action is pre-filled from your firm's templates with case-specific data already pulled in. When an agent can't complete the work cleanly — missing documents, ambiguous facts — it flags and routes to the right human. Nothing client-facing leaves the firm without attorney sign-off.

  • Pre-filled forms + intake sheets from your firm's templates
  • Auto-escalates to case manager when client follow-up is needed
  • Bulk-approve routine items · edit inline before sending
  • Full per-action audit log · privilege-preserving
app.matterengine.ai · Drafts awaiting approval
3 items today · 2 ready for attorney · 1 needs case manager
BULK APPROVE →
INTAKE AGENT · intake sheet prepared · Dr. Patel (EB-1A) ready for attorney
Education, employment, publications, awards auto-populated from CV + LinkedIn + intake-call notes. All 14 EB-1A criteria pre-checked. Ready to review.
INTAKE AGENT · intake sheet prepared · Liu, J. (L-1A transfer) ready for attorney
Specialized-knowledge criteria pre-checked from referring counsel email + uploaded employment history. Qualifying-relationship docs verified. Ready to review.
INTAKE AGENT · ⚠ documents incomplete · Garcia (I-485) needs case manager
Client submitted 6 of 11 required documents. Missing: I-94, medical exam (I-693), 4 prior tax returns. Auto-compiled a follow-up checklist — case manager needed to call client and confirm timing.
— Every action logged. Agents do the prep; attorney signs off; case managers handle client follow-up where judgment + relationship are needed. —

The numbers that justify the line item.

Hours recovered, items approved, deadlines watched. Every month, you see exactly what MatterEngine did for your firm — and what it would have cost to hire those hours instead.

  • Time saved, items approved, conversion rate
  • By-agent breakdowns
  • Monthly "if billed" vs "if hired" comparison
  • Export for partner meetings
app.matterengine.ai · Insights · May 2026
May 2026 · firm-level summary
Time recovered
68%
~96 hrs / month / attorney
Drafts approved
412
avg 2-min attorney review
Deadlines watched
147
zero missed · all flagged
— Hours by agent —
USCIS34h
Comms28h
Intake19h
Deadlines14h
Billing6h
How it works · an operating layer

Not another tool. An operating layer.

MatterEngine doesn't replace Outlook, Excel, Google Drive, or Clio. It sits between you and them — pulling, preparing, queueing — so the work flows through one inbox instead of seven.

— YOU · Attorney —

Judgment, strategy, signing off.

You stay on top. Every client-facing or USCIS-facing action requires your approval.

— MATTERENGINE · operating layer —

Six agents · one queue.

Intake · USCIS · Deadlines · Comms · Billing · Partner Queue. They read, prepare, and queue. They do not act unsupervised.

INTAKEUSCISDEADLINES COMMSBILLINGQUEUE
— YOUR EXISTING STACK —

Outlook · Excel · Google Drive · Clio · USCIS.

Nothing to migrate. Nothing to rip out. We connect to what you already use.

OutlookExcelGoogle Drive ClioUSCIS
Humans on top of the loop,
not inside it.
Old workflow: you sit inside every step. New workflow: the loop runs. You sit on top, approving the few that need judgment.
Beyond the six

Have something specific the six don't cover?
We build it.

Your practice has its own pattern of repetitive work — a specific USCIS service center that's been rough, an EB-1A evidence template your associates keep rebuilding, a master calendar for I-589 that's eating your paralegal's mornings. Tell us what you'd hand to a $40/hr paralegal if you could. We build it as a custom agent on the same platform.

Example 1
"Every EB-1A extraordinary ability filing eats 12 hours of associate time on evidence collection."
Custom EB-1A Evidence Agent. Live in 7 days.
Example 3
"USCIS Nebraska Service Center is taking 90 days slower than Vermont. We need different client comms cadences per service center."
Custom Service Center Cadence Agent.
Try it now

This isn't a screenshot. Click around.

Below is the actual MatterEngine product running in your browser. Open the Partner Queue. Click through an RFE. See an agent's reasoning. Same product 18 firms use every day.

Live · interactive
app.matterengine.ai · Command Center OPEN FULL ↗
No login. No tracking. Just the actual product running on demo data.
Six named AI agents

Each one does one thing. Together they run your back office.

No generic chatbot. Six named agents, each with a specific job, each held accountable, each visible in the Partner Queue.

01

Intake Agent

Qualifies inbound inquiries against your firm's rubric. Pre-fills a response from your firm's template. Strong fits flagged; junk filtered.

02

USCIS Agent

Auto-polls official USCIS API every hour. Pulls notices, parses them, surfaces them with case context for your review. Reproducible filing log. No screen-scraping.

03

Deadlines Agent

Master calendar that updates itself. Parses USCIS notices, biometrics reschedules, expiration dates. Flags anything <14 days out.

04

Comms Agent

Client status updates, deadline reminders, document requests — pre-filled from your firm's templates with case-specific details. Sent only after attorney approval.

05

Billing Agent

Invoice generation, aging-report flags, polite follow-ups on overdue balances. Connected to your accounting. No double-entry.

06

Partner Queue

The one inbox. Every agent action routes here for your sign-off. Approve, edit, reject. Bulk-approve when the agents are clearly right.

Plus-one · not rip-and-replace

Sits beside what you already use.

No migration. No "tear out your current system." MatterEngine connects to your existing stack and runs alongside it.

— Layer 1 · You

Attorney.

Judgment, client relationships, strategy, signing off on filings.

— Layer 2 · MatterEngine

Six agents.

The operating layer. Reads, prepares, queues. Your inbox of decisions.

INTAKEUSCISDEADLINESCOMMSBILLINGPARTNER QUEUE
— Layer 3 · Your existing tools

What you already use.

We connect. We don't replace. Most clients keep their current setup; we plug in on top.

OutlookExcelGoogle DriveClioUSCISQuickBooks
How we compare

Not a case management system. An operating layer on top of one.

Practice management systems are filing cabinets with workflows. MatterEngine is a coworker.

Traditional PMS
(Clio · Filevine · MyCase)
Single-purpose AI tools
(intake-only, comms-only)
MatterEngine
Six coordinated agentsOne at a time
USCIS auto-polling (official API)Manual lookup
Pre-fills forms + intake sheets from your templatesStatic templates onlyGeneric AI✓ Auto-pulled case data
Partner Queue (one inbox)7 dashboards
Custom agents on your patterns
Per-action audit trail · privilege-preservingPartial
Sits beside your existing PMSIt IS the PMSStandalone✓ Plus-one
Pricing

One agent costs less than half a paralegal.

Pricing is per firm, not per seat. The right number depends on your firm size, integration scope, and annual commitment. We'll walk you through it in the demo.

Solo
For solo practitioners just starting out.
  • All six AI agents
  • Up to 50 active matters
  • USCIS auto-polling
  • Outlook + Google Drive + QuickBooks sync
  • Email + chat support
Talk to us →
Firm
For growing immigration boutiques.
  • Everything in Solo
  • Up to 200 active matters
  • Unlimited seats
  • Clio + Outlook + Drive integration
  • Priority support · same day
  • Quarterly business review
Request a demo →
Practice
For established multi-attorney practices.
  • Everything in Firm
  • Unlimited active matters
  • Custom workflow templates
  • Custom integrations
  • Dedicated CSM
  • SLA-backed uptime
Contact sales →
Annual contracts only. 30-day paid pilot available — credited toward your contract if you continue.
Common questions

What firms actually ask us.

Do I have to rip out Clio (or my current PMS)?+
No. MatterEngine sits beside what you already use. Most of our customers keep Clio + Outlook + Google Drive exactly as is. We connect, read, prepare, and queue — the underlying records of truth stay where they are.
What happens if an agent gets something wrong?+
Nothing client-facing or USCIS-facing leaves the building without your approval. Agents pre-fill from your firm's templates with case-specific data; you reject, edit, or rewrite — your call, every time. When an agent can't complete the work cleanly (missing docs, ambiguous facts), it auto-escalates to a case manager rather than guessing.
How long does it take to get going?+
Solo firms: typically two weeks of founder-led onboarding (Sophie runs each one personally right now). Practice firms (2–5 attorneys): three to four weeks. We don't promise overnight magic — we promise a careful start.
What if I need an agent for something you don't list?+
That's the Custom Agent path. Tell us what you'd hand to a $40/hr paralegal if you could — a specific service center, a niche visa category, a recurring evidence template — and we build it on the same platform. Live versions typically ship in 7–14 days.
Why per-attorney pricing instead of per-matter or per-seat?+
Because that's how immigration firms actually think about cost. Your unit economics are per-attorney. Our pricing is per-attorney. No surprise bills when you take on a big case. No paying for the paralegal seats. Industry-native pricing language.

Stop being the integration layer. Run the firm.

Tell us what's eating your week repeatedly — we'll show you how MatterEngine handles it.

Request a demo

10 minutes. No slide deck. We know your time is precious.

Our founder team from Stanford, NVIDIA, and Microsoft reviews every request personally.

We know many lawyers prefer a quick call to email back-and-forth.

We'll reply within 24 hours. Your details stay with us. No sales follow-up if it's not a fit.
Bay Area or Austin? We'll visit you in person.

✓ Built for solo + small immigration firms · ✓ Founders only — no sales team, no slide deck · ✓ Onboarded in 1–2 weeks
Request demo →