System operational
EU / Estonia
§01 · Outside-counsel reconciliation

Bills, read closely.

A hundred-eyed review of outside-counsel invoices. Argus parses every signed engagement letter, reads every invoice line, and flags every variance with the exact clause cited.

ISO 27001 certifiedBuilt by Fluidlabs · Docusign Implementation Partner
01 · The problem§01

Reviewing law firm bills shouldn't be a part-time job.

If you run an in-house legal team spending $5M to $25M a year on outside counsel, you already know the math: you negotiate engagement letters and billing guidelines, and then you trust the firm to follow them. Most of the time they do. Some of the time they don't.

The tools built for this problem were designed for Fortune 500 legal departments. They require LEDES-formatted submissions, take months to configure, and depend on your firms playing along. If your firms send PDFs by email and your engagement letters live in Docusign, those tools don't fit.

There's a better answer.

56%
of legal invoices contain billable errors at point of submission.
CLOC State of the Industry, 2024
20%
of matters stay within their original budget.
Gartner Legal Operations Survey
7–10%
conservative recovery range from professional bill review programs.
Industry benchmark, 2025
02 · How it works§02

Your contracts, applied to every invoice - automatically.

When an invoice arrives, Argus pulls the signed engagement letter, the rate card, and the billing guidelines from wherever they live. It extracts the structured terms a senior legal ops lead would use. Then it reads the invoice line by line. Every variance gets flagged with the exact clause it violates, an AI confidence score, and a one-page evidence pack.

iamargus.com / matters / acme-v-stark / invoices / mur-2026-0418
READY
Murphy, Hoyt & Lin LLP
Invoice MUR-2026-0418
Acme Corp.
Matter: Acme v. Stark
Period: Mar 2026
TimekeeperDescriptionHoursRateAmount
Murphy, J.
Partner
Conference call re: settlement strategy1.20925.00$1,110.00
Chen, A.
Senior Associate
Drafted reply brief; legal research; revisions; review opposing motion; conferences with team; further drafting; finalize edits8.40640.00$5,376.00
Patel, R.
Contract Attorney
Document review - production batch 146.00475.00$2,850.00
Murphy, J.
Partner
Travel - first class, NYC→SFO--$1,840.00
Chen, A.
Senior Associate
Deposition prep with witness3.50640.00$2,240.00
Total billed$13,416.00
● Parsed● Ingested● Reconciled● Resolved
↑ Live interactive demo · synthetic data, no privileged content
03 · Differentiators§03

What makes Argus different.

01 / 03

Engagement-letter native.

Legacy e-billing platforms were built around LEDES formatting and structured rule configuration. They want your firms to submit invoices their way. Argus reads your signed engagement letters and billing guidelines as the source of truth. No rule translation. No format mandate.

02 / 03

Raw-PDF coverage of the long tail.

Your top three firms might send LEDES. Your other thirty send PDFs by email. Argus handles both natively - every firm, every format, no pushback to navigate. An AI invoice reviewer that doesn't make your firms change their workflow.

03 / 03

Built for trust.

Every flag carries an AI confidence score and a citation to the specific contract clause it's based on. Your reviewers see the evidence. Your firms see the same evidence. Documented AI governance from day one, not bolted on.

04 · Workflow§04

Four steps. Then it runs.

01

Connect.

Forward your billing email to a private Argus address, or connect Docusign Navigator, iManage, SharePoint, or Box. We recommend connecting two sources: one for invoices, one for engagement letters.

02

Onboard.

Upload your engagement letters, rate cards, billing guidelines. Word, PDF, signed Docusign envelopes - whatever format they live in. Argus parses them once and asks you to confirm.

03

Reconcile.

Argus reads each incoming invoice and reconciles it against the contracts agentically. No rule configuration to maintain. When letters change, you upload the new version and the system adapts.

04

Review.

You get a dashboard of flagged variances with cited clauses, evidence packs, and a one-click dispute action. Approved invoices export to your AP system as CSV or via API.

05 · Security & AI governance§05

Procurement-ready from day one.

Security

  • LiveISO 27001 certified · Fluidlabs OÜ, ongoing since 2024
  • In flightSOC 2 Type II audit in progress · target Q4 2026
  • LiveAnnual third-party penetration testing
  • LiveHard tenant isolation. Your data never touches another customer's environment.
  • LiveEU and UK data residency available
  • LiveSub-processor list and DPA published, available before contract signing

AI governance

  • LiveDocumented AI governance framework, available on request
  • LiveNo training on customer data, contractually guaranteed in our DPA
  • LiveConfidence scoring on every AI output, with documented threshold-based human escalation
  • LiveExplainability built in: every flag cites the specific contract clause it's based on
  • LivePrivilege-aware processing modes for California and other states with broader privilege rules
For our privilege architecture white paper, sub-processor list, or full security pack -
Request security pack →
06 · ROI§06

What it actually saves you.

Industry research shows that 56% of legal invoices contain billable errors and only 20% of matters stay within budget. Recovery rates from professional bill review programs typically range from 7% to 10% of outside counsel spend.

For a mid-market legal team spending $10M annually on outside counsel, that's an illustrative $700,000 to $1,000,000 in recovered spend - against an Argus subscription that ranges from $40,000 to $90,000.

The ROI calculator on the right uses conservative industry benchmarks, not customer outcomes. We're pre-revenue. When we have customer numbers, we'll publish them.

Sources · CLOC State of the Industry 2024 · Gartner Legal Operations Survey · Wolters Kluwer ELM Solutions benchmarks
ROI estimator
v1.2 · industry benchmarks
$1M$10M$25M$50M
Estimated annual recovery
$700,000 - $1,000,000
710% of $10M outside counsel spend
Recommended planStarter · $40k–50k/yr
Estimates are based on published industry benchmarks for bill review recovery rates (7–10% typical, 4–25% range). Argus does not guarantee specific savings; customer-specific outcomes depend on contract terms, firm relationships, and review thresholds.
07 · Scope§07

What Argus is not.

This is deliberate.

Argus does outside counsel invoice review and the operations around it. We do that one job precisely.

If you're looking for any of the categories on the right, we have opinions on who to use. Ask us.

“One thousand no's for every yes.”
  • Contract review / CLM
  • Matter management
  • RFP for legal services
  • E-discovery
  • Time tracking for in-house
  • Knowledge management
  • Litigation analytics
  • Firm-side practice mgmt
  • Generic legal AI assistant
  • AI-drafted pleadings
  • Outside counsel marketplace
  • Custom firm-onboarding services
08 · Pricing§08

Pricing, plainly.

Starter
Up to $10M OC spend
$40–50k / yr
Annual subscription · billed yearly
  • Email + file-drop ingestion
  • Engagement-letter parsing
  • Variance flags with citations
  • AP-system CSV export
  • Single reviewer per matter
  • Email support, business hours
Talk to us →
Growth
$10M – $18M OC spend
$70–90k / yr
Annual subscription · billed yearly
  • Everything in Starter
  • Docusign Navigator integration
  • iManage / SharePoint / Box
  • Multi-reviewer routing
  • Firm-facing dispute portal
  • Dedicated success manager
Talk to us →
Scale
$18M – $25M OC spend
$110–150k / yr
Annual subscription · billed yearly
  • Everything in Growth
  • API access + webhooks
  • Slack / Teams integrations
  • Custom variance categories
  • Quarterly executive review
  • Priority support, 4hr SLA
Talk to us →

90-day pilot

Every customer starts with a 90-day pilot at $20k–$30k with written success criteria agreed before kickoff. Pilot fee credits toward your annual subscription on conversion.

Founding-customer terms

The first five customers receive 50% off year-one in exchange for a written case study, two reference calls, and feedback sessions. $750M – $3B revenue, sitting Head of Legal Ops.

Custom & enterprise

OC spend above $25M, multi-entity deployments, single-tenant cloud, or non-standard data residency are quoted separately. Reach out.

09 · Why now§09

Why we built Argus.

Built by
Fluidlabs OÜ
Founded2016
Docusign Partner since2022
ISO 27001 since2024
Argus launchQ3 2026

Argus is built by Fluidlabs OÜ, a Docusign implementation partner that has spent the last several years inside corporate agreement workflows.

We watched mid-market in-house legal teams pay millions to outside counsel every year with no realistic way to verify what they were charged - the existing tools were built for the Fortune 500 and required months of rule configuration most teams couldn't afford.

The technology to fix this exists now. Modern AI systems can extract and apply the structured terms a senior legal ops lead would use. The legacy e-billing category was architected before any of that was possible. We built Argus from the ground up around it.

We're starting with corporate legal because the pain is sharp, the buyer is reachable, and our engineering and Docusign distribution match the problem.

10 · Book a demo

See it run on a real invoice.

A 30-minute demo with one of the founders. We'll walk you through Argus on a synthetic engagement letter and three real-world invoice formats.

No deck. No pitch theater. You'll know in 30 minutes whether this is for you.

Or email hello@iamargus.com directly.