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Software Development Studio
We Don't Just
Build Software.
We Deploy Systems.

Pink Viper Labs is a Las Vegas-based software development studio. We architect, build, and ship production-grade platforms — from litigation intelligence to zero-knowledge security infrastructure. 30+ years of engineering. Zero hand-offs.

Built by operators who've run federal agency infrastructure, scaled 8-figure data platforms, and litigated pro se in federal court.

30+
Years Engineering
9
Active Platforms
0K
Third-Party Dependencies
$5M
Seed Target
Precision Software.
Owned Infrastructure.

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.

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Federal agency cybersecurity pedigree
Zero-knowledge architecture expertise
Litigation-tested, evidence-grade systems
Core Competencies
Technical Capabilities
  • AI Judicial Simulation — 3-judge panel, independent philosophiesPreRuling
  • AI Mock Trial — Jury Trial, Bench Trial, Full Panel modesJuryBench
  • AI Hearing Simulation — Judge + Opposition, Voice & Text modesTrialPrepped
  • Cryptographic Evidence Defense & Integrity CertificatesL-Vault
  • Multi-Case Discovery Matrix & Deadline AutomationLitigatorOS
  • Real-Time Citation Verification — 5-source consensus checkLitigatorOS
  • Fatal Flaws Detection + Filing Recommendation EnginePreRuling
  • Opposition Intel™ — Predict what opposing counsel arguesPreRuling
  • Tamper Alert + Evidence Preservation at the moment of detectionL-Vault
  • Juror Deliberation Layer — full transcript per AI jurorJuryBench
  • Filler Word Detection + Post-Hearing Debrief AnalyticsTrialPrepped
  • Court-Ready Integrity Certificate for federal discoveryL-Vault
  • Whole-File AI Brainstorming — no page caps, argues back, cites pagesBrain Storm
  • 24/7 Docket Watch + Inbox Filing Briefings & Deadline TextsNight Clerk
  • Self-Hosted Portfolio Command Center — deadlines, exposure, war roomCommand Center
  • Metro 2 / FCRA Tradeline Audit + Cited Dispute DraftingDisputeViper

Platform Engineering

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.

Security Infrastructure

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.

Legal Tech Systems

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.

Data Architecture

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.

API & Integration

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.

Division — Elusive Marketing

Performance Marketing Division

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.

Data Infrastructure

500M+ records. Carrier-verified, TCPA-formatted, and ready to deploy. Consumer and B2B pipelines built for high-volume buyers.

Campaign Execution

Email, SMS, and multi-channel drip at scale. Full attribution and deliverability monitoring included — not an upsell.

Custom Marketing Tech

Proprietary segmentation engines, DripStack Pro, and first-party attribution built in-house. No licensing fees. No third-party dependencies.

The Product Suite
Nine Platforms. One Stack.

The entire litigation lifecycle — from AI judicial simulation before you file, to real-time hearing simulation, motion strategy, jury intelligence, whole-file brainstorming, round-the-clock docket watching, and zero-knowledge evidence defense — plus the shipping products built on top of it: a self-hosted litigation command center, and consumer credit disputes engineered like a lawsuit.

Live
PreRuling
Know Your Verdict Before You File

PreRuling is 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.

  • Judicial Panel Engine — three independent judges, three philosophies, one verdict
  • Fatal Flaws Detection — weaknesses that independently kill a motion, surfaced immediately
  • Opposition Intel™ — predicts exactly what opposing counsel will argue to each judge
  • Outcome Shift™ — before/after simulation showing how patches change the panel ruling
  • Filing Recommendation — Proceed · Proceed with Patches · Do Not File
  • Real PDF ingestion via PDF.js — judges read the actual filing, not a filename
Launching in ~63 Days
JuryBench
Know Your Verdict Before the Courtroom

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.

  • AI Jury Engine — demographic & behavioral calibration across 12 juror profiles
  • AI Judge Agent — federal & state bench trial simulation, applies legal standards
  • Full Panel Mode — jury + judge simultaneously, with divergence analysis showing exactly where and why they split
  • Deliberation Layer — multi-agent simulation with full transcript output per juror
  • Verdict Analytics — split breakdown, confidence scores, key issues, divergence report
Coming 2026
TrialPrepped
AI Hearing Simulation

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.

  • Configured AI judge + AI opposing counsel — two adversaries, real-time adaptation
  • Voice mode — argue out loud under real-time pressure, not just read your notes
  • Result Snapshot — likely ruling, confidence %, weakest issue, exact fix after every sim
  • Filler word detection — tracks every hesitation, rush, and lost momentum moment
  • Jurisdiction-aware RAG engine — judge cites the right law, opposition argues the right rules
  • Configurable judge temperament — strict, lenient, impatient, detail-oriented
Limited Beta
L-Vault
Evidence Defense Infrastructure

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.

  • Client-side encryption — files encrypted before they leave your device, L-Vault never sees plaintext
  • Cryptographic hashing at ingest — any change at any layer produces a detectable mismatch. No ambiguity.
  • Continuous integrity monitoring — persistent re-verification against anchored baselines, not a one-time check
  • Tamper alert + evidence preservation — when tampering is detected, the attempt itself becomes part of the record
  • Court-ready integrity certificate — cryptographic proof formatted for federal discovery. You don't argue. You produce the proof.
Live
Brain Storm
Think Out Loud. Without the Ceiling.

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.

  • No page caps — whole depositions, whole records, in one conversation
  • Built to disagree — steelmans the other side, names the hole in your idea early
  • Nine lenses — what am I missing, devil's advocate, pressure test, what would kill this
  • Documents that edit in place — a 100-page draft changes as fast as a one-pager
  • Word & PDF out — plain document, double-spaced brief, or numbered pleading paper
  • Runs on your machine — files never leave your desk, only the conversation goes out
Coming Soon
Night Clerk
The Clerk That Never Sleeps

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.

  • 24/7 docket watch — federal and state, full filings retrieved and briefed automatically
  • Inbox-first — forward any court notice and it's filed, briefed, and calendared
  • Deadline engine — every downstream date computed under the applicable rules, with citations
  • Citation verification — fabricated authority flagged before it gets filed, or after they file it
  • Texts & digests — 7·3·1·0-day reminders plus a 7am digest of your whole docket
  • Private by design — runs on your machine, your files never leave your desk
Shipping — v8.0
Command Center
Your Cases. Your Data. Your War Room.

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.

  • Deadline engine — downstream dates computed under the applicable rules, with holiday and mail-service adjustments
  • Cross-case views — every hearing, discovery item and settlement position across the whole portfolio
  • Risk Radar + Critical Mode — stalled offers, colliding hearings, and quiet matters surfaced before they bite
  • Frozen records and snapshot history — a defensible, timestamped chain of who knew what, and when
  • Smart export — chronologies, sanctions packets and hearing-prep briefs in one click
  • Self-hosted, white-label, no lock-in — one-time license from $499, own it forever
Live
DisputeViper
Credit Disputes Engineered Like a Lawsuit

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.

  • Three-bureau tradeline parsing — Experian, Equifax and TransUnion read field by field, no retyping
  • Metro 2 + FCRA audit — every flag tied to the specific statute or reporting standard it violates
  • Cited dispute letters — § 1681e(b), § 1681i and § 623 quoted where they actually apply
  • Self-directed by design — you review, sign and mail every letter; nothing is ever sent for you
  • Certified-mail workflow with the 30-day bureau response window tracked

We Own the Stack.
Every Layer.

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.

  • Federal agency cybersecurity consulting — decade of classified-grade infrastructure
  • Proprietary zero-knowledge security architecture
  • High-throughput data pipeline design and operation
  • Forensic-grade audit logging and evidence chain-of-custody
  • Custom API and SDK development — no third-party lock-in
  • Production SaaS deployment with enterprise-grade hardening
  • 30+ years of uptime discipline and incident response experience
LitigatorOS — System Health
100
Uptime %
0
3rd Party Deps
ZK
Encryption
PreRuling — Judicial Panel Engine100%
PreRuling — Opposition Intel™ + Outcome Shift™100%
PreRuling — PDF Ingestion Pipeline100%
L-Vault — Secure Storage40%
TrialPrepped — Hearing Simulation Engine35%
PreRuling — Onboarding + Auth60%
How We Build
Engineered From the Ground Up

No sprint theater. No Jira ceremonies. We operate like the operators we are — fast decisions, clean architecture, and shipping code that holds up when it counts.

01

Architecture First

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.

02

Build to Production

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.

03

Test Under Pressure

Our systems get tested in real adversarial environments — litigation, federal scrutiny, financial data. If it survives that, it survives your use case.

04

Ship & Own

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.

Case Studies
Built Under Fire

Our software gets deployed in high-stakes environments. Here's what that output looks like.

Legal Tech
Platform Development + Federal Deployment

LitigatorOS — Built in Active Federal Litigation

Cases ManagedMulti-District Federal
Build WindowConcurrent with Active Filings
StackFull Custom — Zero SaaS Dependencies
5+Active Cases
30Defendants Tracked
100%Uptime
Security Infrastructure
Zero-Knowledge Architecture + Evidence Integrity

L-Vault — Evidence Defense Infrastructure Build

ArchitectureZero-Knowledge End-to-End
Use CasesLegal, Compliance, Whistleblower
Threat ModelFederal Adversary Grade
ZKEncryption
0Plaintext at Rest
100%Audit Coverage
Marketing Technology
Elusive Marketing Division — Campaign Infrastructure

Proprietary MarTech Stack — Built for 8-Figure Volume

Records Processed500M+
Platform Tenure30+ Years
Revenue Generated$250M+
97%Deliverability
3xAvg. ROI Lift
03rd-Party ESPs

Ready to
Build?

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.

Las Vegas, NV — Operating since 1996.

☎ (707) 893-7726