Pink Viper Labs architects, builds, and ships production-grade platforms — from litigation intelligence to zero-knowledge security infrastructure. Built by operators who've run federal agency infrastructure, scaled 8-figure data platforms, and litigated pro se in federal court. 30+ years of engineering. Zero hand-offs.
From AI judicial simulation before you file, to real-time hearing simulation, jury intelligence, whole-file brainstorming, round-the-clock docket watching, and zero-knowledge evidence defense — plus the shipping products built on top: a self-hosted litigation command center, consumer credit disputes engineered like a lawsuit, and industrial-scale phone list hygiene. Select a file to open it.
Built live in active federal litigation across multiple districts. The platform that runs the war room.
Full-stack case management built by a pro se litigant operating in federal court. Every feature exists because it was needed in a real case, against real opposing counsel, under real deadlines.
The decision engine that sits at the front of the entire litigation stack. Run your motion before the court does — and know the ruling before it's issued.
Convene a three-judge Judicial Panel (Textualist, Equitable, Proceduralist), surface Fatal Flaws, generate Opposition Intel™, and run an Outcome Shift™ simulation — before you ever step foot in court.
AI-powered mock trial simulation. Run a Jury Trial, a Bench Trial, or a Full Panel — jury and judge simultaneously — and find out exactly where your case stands before you ever walk in.
Three modes. One platform. Powered by LitigatorOS on the backend, a custom AI jury engine calibrated across 12 juror profiles, and an AI judge agent that applies actual legal standards — not gut instinct.
Find what loses your case — before opposing counsel does. Upload your case, face a configured AI judge and opposition by voice or text, and get a ruling prediction in under 30 seconds.
Real-time adversarial simulation. The judge questions you. AI opposing counsel uses your own documents against you. Two adversaries. One simulation. The defense doesn't loop — it adapts.
If you can't prove your evidence hasn't changed, you don't have evidence. L-Vault turns your answer from "I believe it's unchanged" into mathematical proof.
Built after a 48-hour forensic teardown of 3,000+ pages of certified discovery in an active federal case revealed live, ongoing record alterations. Existing tools couldn't detect it. Couldn't prove it. Couldn't stop it. L-Vault does all three.
A private thinking room for working an idea until it holds. Load the whole case file — not a hundred-page slice of it — argue with it, and keep what survives.
Every good thought dies in a new chat window. Brain Storm reads a 1,200-page deposition end to end, scans included, cites the page back to you, and never makes you re-explain the case to something that already forgot it.
Invisible legal AI in your email and your texts. No portal. No login. No missed deadlines — a 40-page opposition lands at 4:52 PM and your briefing is in your inbox by 4:56.
It watches your dockets around the clock, briefs every filing in plain English so you don't have to read it in a hurry, calendars every deadline, and checks every citation against real case law.
The commercial build of LitigatorOS, licensed outright. Every hearing, deadline, offer and filing across every matter on one screen — self-hosted, one-time price, nobody in between.
Litigation software for people who file their own motions. It runs on your host, your VPS, or your laptop; your case data never touches our servers. The same dashboard used daily in active federal litigation.
Consumer credit repair built with litigation discipline. Every dispute becomes evidence, and every letter cites the FCRA section and Metro 2 rule it stands on.
Load a saved copy of your three-bureau report and the engine audits every tradeline against Metro 2 field rules, FCRA accuracy standards, and re-aging patterns — then drafts the dispute letter, with the authority for each finding attached.
Clean, carrier-filter and de-duplicate multi-gigabyte phone lead lists on your own PC — 209 million rows in one pass, and your data never leaves your machine.
Built for call-center data operations. Strip landlines and VoIP free with a 2-million-prefix NPA-NXX block table before spending a penny on paid lookups, filter to the carriers your buyers actually want, and never pay twice for an answer the cache already knows.
We don't bolt together SaaS subscriptions. We own every layer of our stack — from the database schema to the UI. Purpose-built for high-stakes environments where off-the-shelf won't cut it. Federal agency cybersecurity pedigree. Zero-knowledge architecture expertise. Litigation-tested, evidence-grade systems.
Full-stack SaaS development from schema to deployment. We architect systems that scale from MVP to enterprise — with security and data integrity built in from day one, not bolted on after.
Zero-knowledge architecture, access control frameworks, and evidence-grade audit logging. Built for environments where a breach isn't a PR problem — it's a federal one.
Litigation management, discovery matrix automation, and case intelligence platforms. Purpose-built tooling that treats legal workflows as the high-stakes data problems they actually are.
30+ years designing high-throughput data systems. From schema design and ETL pipelines to real-time processing and first-party data infrastructure that doesn't depend on third-party goodwill.
REST and GraphQL API design, third-party integrations, and SDK development. We connect systems cleanly so your data flows where it needs to without leaking where it shouldn't.
Our marketing arm operates independently under the Elusive Marketing division — high-volume data, campaign infrastructure, and performance execution for buyers moving serious numbers. Same precision engineering. Different output.
500M+ records. Carrier-verified, TCPA-formatted, and ready to deploy. Consumer and B2B pipelines built for high-volume buyers.
Email, SMS, and multi-channel drip at scale. Full attribution and deliverability monitoring included — not an upsell.
Proprietary segmentation engines, DripStack Pro, and first-party attribution built in-house. No licensing fees. No third-party dependencies.
A second practice operates privately — an infosec research division building tooling for cleared intelligence, defense, and law-enforcement engagements. No public portfolio. No case studies. Engagements by referral only.
Purpose-built research and tooling developed under engagement-specific terms. Nothing here is productized, published, or reused.
A decade of federal agency cybersecurity work behind it. Engagements structured to the clearance and handling requirements they operate under.
No inbound pipeline. If your agency should be talking to this division, you already know how to reach it.
We operate like the operators we are — fast decisions, clean architecture, and shipping code that holds up when it counts.
Before a single line of code, we design the full system. Data models, security posture, API surface, and failure modes mapped out so we're not untangling decisions later.
We don't build MVPs that fall over. The first deployed version is built with production-grade security, logging, and infrastructure. Scaling it shouldn't require a rewrite.
Our systems get tested in real adversarial environments — litigation, federal scrutiny, financial data. If it survives that, it survives your use case.
We deploy, monitor, and iterate. No hand-off to a maintenance team you've never met. If we built it, we understand every line of it — and we stand behind what we ship.
Our software gets deployed in high-stakes environments. Here's what that output looks like.
Three decades of infrastructure work across federal agencies, enterprise data platforms, and high-volume consumer systems. We don't outsource the critical path. We build it, own it, and run it — which means our clients get systems that actually hold up under pressure.
"In 2025 I was forced into federal litigation against a billion-dollar healthcare system. I didn't hire lawyers. I learned the rules, built the tools, and filed motions that earned a compliment on the record from a federal magistrate. Then I turned those tools into a product suite. Everything on this page has been pressure-tested. I don't operate in theory. I operate where failure has consequences."
Tell us what you're building, what's broken, or what doesn't exist yet. We'll tell you exactly how we'd approach it and whether we're the right team for it. No retainers. No long-term lock-ins. Just honest engineering work.