The legal AI that
can't make things up.

A Microsoft Word add-in that verifies every legal citation against Colombia's official law — and drafts grounded in it. Confidential. Serverless. ~95% gross margin.
BUSINESS PLAN · CONFIDENTIAL · Pylox Systems Inc. · 2026

Executive Summary

NOMOS is a Microsoft Word add-in for Colombian lawyers. It does two things inside the document they already write in: it verifies every legal citation against the official text of Colombian law (green = real, red = doesn't exist), and it drafts in Colombian legal Spanish grounded only in real, cited authorities.

The verification is deterministic — it checks each citation character-by-character against a database of official law, not an AI guess. That is the moat: every competitor generates text and "hopes" the citations are real. We prove they are. We do this at the exact moment Colombian courts have started fining lawyers and annulling rulings for AI-fabricated citations.

$100
USD / lawyer / month
~95%
gross margin
425k
lawyers in Colombia (#1 per capita)
<1¢
AI cost per draft

The Problem

AI hallucinates citations. Colombian courts now punish it.

Generative AI invents articles and court decisions that don't exist — with real-looking numbers, dates and magistrates. In Colombia this stopped being theoretical in the last 12 months:

"The problem is not the tool; it is the omission of the non-delegable duty to verify."
— Corte Suprema de Justicia, Auto AC739-2026

Every fabricated citation is now a fine, a nullity, and a disciplinary file waiting to happen. Lawyers need a safety net — and none of the tools they're using is one.

The Product

It lives inside Microsoft Word.

Not another tab, not another chatbot. A task pane beside the document the lawyer is already drafting in Word — the tool 90%+ of legal work happens in.

1 · Verify
Scans the document. Every citation gets a chip: green (exists — with the verbatim official text shown) or red (does not exist). Click any citation to read the actual law, with a link to the government source. The lawyer reads the source, never trusts the AI.
2 · Draft
Writes in Colombian legal Spanish, grounded only in real corpus articles, then auto-verifies its own citations before showing them. The AI literally cannot hand over a fake citation without flagging it.

Powered by DeepSeek V4 Pro for drafting and a deterministic engine for verification. Confidential by design: verification runs against the corpus with no model in the loop; only the drafting step calls the AI.

Why We Win

Deterministic verification. Nobody else has it.

Colombia's legal-AI market is real (#2 in Latin America) — which proves demand. But every player is a generative/RAG tool that surfaces "source links" and still hallucinates. The leader, Magnar (Chilean, $800k raised), says minimizing hallucinations is an unsolved challenge in its own founder's words. None of them verify that a cited article or ruling actually exists.

 Magnar / Ariel / vLexNOMOS
ApproachRAG — generates + linksDeterministic — proves it exists
Hallucinated citationcan still slip throughflagged red, always
Lives in Microsoft Wordmostly separate appsyes — in the document
Confidentiality / on-accountcloud RAG over your filesverification needs no model

The one sentence no competitor can say, at the worst possible moment for them not to: they minimize hallucinations; NOMOS makes them impossible to file.

The Market

The most lawyer-dense country on earth.

425,016
licensed lawyers (2025)
801
per 100k people — #1 worldwide
+20k
new lawyers / year

A saturated, hyper-competitive bar (≈40% can't find legal work) means maximum pressure to adopt AI to compete — and maximum exposure to the hallucination risk the courts are now punishing. 62% of Colombian firms with 5+ lawyers already pay for an AI tool. The buyers exist; they're just buying tools that don't protect them.

Unit Economics

$100 in. A few dollars out.

The product's cost structure is almost pure margin. Verification costs nothing (deterministic). Drafting on DeepSeek V4 Pro costs under one cent per document. Microsoft takes nothing — AppSource listing is free, and billing through Stripe means a 0% Microsoft fee.

Per seat / monthAmountNote
Subscription revenue$100.00per lawyer
DeepSeek V4 Pro (drafting)−$1.00~0.1¢/draft; <$2 even at 1,000 drafts/mo
Citation verification−$0.00deterministic — no model
Microsoft Word / AppSource−$0.00free listing, 0% via Stripe
Payments (Stripe)−$3.202.9% + $0.30
Infrastructure−$0.10serverless, amortized
Gross profit / seat≈ $95.70≈ 96% margin
< $2
total cost to serve a power-user lawyer who drafts a thousand documents a month. The other $98 is margin.

The Numbers

Margin compounds with every seat.

Seats% of marketMRRARRGross profit/yr
1000.02%$10,000$120,000~$115,000
5000.12%$50,000$600,000~$575,000
1,0000.24%$100,000$1.2M~$1.15M
5,0001.2%$500,000$6.0M~$5.7M
10,0002.4%$1.0M$12.0M~$11.4M

Capturing just 2.4% of Colombia's lawyers = $12M ARR at ~95% gross margin. The serverless, $0-Microsoft, sub-cent-AI cost structure means scaling adds margin, not overhead.

What's Already Built

This is not a pitch for a prototype.

The hard, defensible asset — the corpus and the verification engine — already exists:

34,811
official authorities ingested & verifiable
$0
data cost — all from official government sources

Remaining: package the Office.js Word add-in, expand the corpus (Council of State + Supreme Court case law, all national statutes — all public and free), and launch.

Go-To-Market

Distribution is built into Microsoft Word.

Pricing: $100 USD/seat/month, with annual and firm/seat-bundle options. Premium-but-justified: one avoided sanction pays for years.

NOMOS Colombia — Pylox Systems Inc. — Confidential business plan, 2026. Figures are model estimates based on public market data and current DeepSeek / Microsoft pricing. Corpus sourced from Secretaría del Senado and the Corte Constitucional relatoría (official public sources).