Use cases
Inventory
Find every tool, owner, seat, and cost.
Savings
Catch waste, overlap, and renewals early.
Access
Onboard and offboard across your stack.
Context
Map how people, tools, spend, and agents connect.
For
Founders
Protect runway by seeing every tool and cost.
Engineering
Control AI usage, access, and provider spend.
Finance
Reconcile software spend and find waste.
Operations
Keep inventory, access, and renewals current.
Resources & company
Resources
Guides and practical software insights.
Manifesto
Why software operations need a new model.
Press
Company news and media resources.
Partners
Build and grow with ELI.
IntegrationsStacksTools
Talk to a humanDiscover my stack
IntegrationsStacksTools
Discover my stackTalk to a human

Company

  • Home
  • Manifesto
  • Talk to us
  • Partners

Help

  • Terms of service
  • Privacy policy
  • Docs

Product

  • Inventory
  • Savings
  • Access
  • Context

For teams

  • Founders
  • Engineering
  • Finance
  • Operations

Explore

  • Integrations
  • Tools
  • Stacks
  • Startup credits
  • Articles

Socials

  • LinkedIn
  • Instagram
  • TikTok
  • YouTube
Enterprise Layer Intelligence
Categories/Legal Tech/Perceptron ML
Perceptron ML

Perceptron ML

Founded by Peyton Marcotte in 2026

Deploy custom legal AI systems trained on firm matters and primary sources

Pricing model

Demo

Rating

★ People love it

Time to value

Requires Expertise

You can use Perceptron ML to build custom legal AI systems tailored to your firm's workflows and data. The system automates billable timekeeping by extracting hours from your emails, calendars, and documents. It monitors court dockets and news to spot new client opportunities. Attorneys can conduct legal research backed by verified primary source citations and review thousands of discovery documents in hours. It also generates motions and briefs using your firm's templates while keeping all data hosted within your private infrastructure.

What Perceptron ML does

Capture billable hours automaticallyMonitor court dockets and news filingsVerify case citations and legal quotesReview large discovery document batchesDraft legal motions from firm templatesSearch internal matter files with primary sourcesTrace factual claims to primary legal recordsSelf-hosted deployment inside your firm's private infrastructureAutomated citation verification matched verbatim against primary legal reportersAutomated billable time extraction from emails, calendars, and documentsDocket and court filing monitoring for new client opportunitiesRapid discovery document review across thousands of filesDrafting of motions and legal briefs in your firm's style and voiceZero model training on proprietary client matter filesAuditable citation trails that trace every fact directly to original sources

Pricing breakdown

Pricing model: Book a demo

Frequently asked

Want a tailored answer?

See whether Perceptron ML fits your stack.

Techbible weighs Perceptron ML against what you already pay for, your team shape, and the work that's actually happening. Free to start.

Side by side

Compare Perceptron ML

Search the catalog or pick a similar tool to compare pricing, features, and fit.

Or pick from similar tools

More in Legal Tech

All tools →
Termly

Termly

Generate legal policies and manage cookie consent banners for websites and mobile applications

Firstbase

Firstbase

Form a US business online and manage legal compliance, bookkeeping, and corporate tax returns

SeedLegals

SeedLegals

Manage startup legal agreements, cap tables, share schemes, and fundraising rounds online

Aavenir

Aavenir

Manage contracts, track commitments, and monitor compliance across your enterprise lifecycle

ActiveNav

ActiveNav

Discover, classify, and manage unstructured data for legal firms

Adobe Sign

Adobe Sign

Send, track, and collect legally binding electronic signatures on digital documents and forms

Agiloft

Agiloft

Manage contracts from creation through renewal with AI-assisted review and tracking

Alchemy Machines

Alchemy Machines

Automate dispute resolution and negotiate legal settlements using artificial intelligence

Perceptron ML, legal AI, legal research, discovery review, motion drafting, automated timekeeping, docket monitoring, legal citations, matter files, private deployment, on-premise AI, law firm workflow