Pipeline running · Las Vegas, NV

We evaluate ideas like a PE firm.
Then we build the demo.

Up to 15 AI agents take a raw idea, score it across market size, competition, financials, and legal risk, then design and deploy a demo site. The whole thing runs in 30 to 40 minutes. Total cost: $15 to $20 for a hardware POC.

~30–40 min
Idea to live URL
≤15
AI agents
$15–20
Hardware POC total
~6+
Min score to build

Why this exists

Most ideas die not because they're bad. Because testing them is too expensive.

Before NLT Labs, validating a business idea meant a strategy consultant, a market research firm, a design agency, and a development team. Months of back-and-forth. $65,000 to $200,000 before you had anything to show anyone.

Most founders skip it entirely and build on gut feel. Most of them lose. We built a machine that does the whole thing. Rigorously, completely, and for eight dollars.

Old way
Research + strategy $15K–$40K
Design agency $20K–$60K
MVP dev team $30K–$100K+
Timeline 3–9 months
Total $65K–$200K+
NLT Labs
9-agent PE evaluation $5–8
6-agent visual POC build $10–12
Hosting + custom domain $0
Timeline ~30–40 min
Total $15–20

The pipeline

One paragraph in. Demo deployed end-to-end.

No meetings, no briefs, no check-ins. Write the idea down. The pipeline handles everything else.

01
🔬
~13–15 minutes

PE Evaluation

9 agents in Phase 1: five run in parallel — market size, competition, build cost, unit economics, legal risk — alongside a Creative Director brief. A Devil's Advocate and Number Auditor then stress-test the output before a PE Firm agent scores the idea on a 9-lens rubric. Average ~6 or above, it moves to build.

Score ~6+ → build fires automatically
02
🏗️
~15–20 minutes

Visual POC Build

Up to 6 agents take over. A director names the product and maps every page. For hardware POCs, a product designer specs BOM and 3D before a visual-assets agent renders four images. A web designer and copywriter work in parallel — complete visual system and every word on the site at the same time. A builder writes real production code and pushes it to GitHub.

6–8 page site, zero placeholders
03
🚀
~5 minutes

Deploy + Notify

A provisioning agent spins up hosting, creates the custom domain, updates the portfolio, closes the GitHub issue, and sends a Telegram with the live link. Nothing else to do.

Live at *.nltlabs.ai

See the full pipeline with diagrams →

Proof

Real demos. Real URLs. Not mockups.

Every demo below started as one paragraph and ran through this exact process.

Demo deployed
PE evaluation · FUND · 7.1 / 10
BlueLedger

Your books. Your jobs. Zero paperwork. AI bookkeeping for trade businesses — job-aware categorization, audit-ready reports.

blueledger.nltlabs.ai ↗
More demos in the portfolio

Pawvlov (dog anxiety hardware), Complio (trade compliance), PitchPad (soft-trade proposals), Permitly (permit prep). Each one started as a single paragraph.

View full portfolio →
📋
Every demo includes the full business-plan evaluation artifact inline

PE scorecard, market sizing, unit economics (ARPU, LTV, CAC, margins, break-even), competitive landscape, GTM strategy, regulatory summary, investment thesis. Not a slide deck. Designed into the demo. Each full pipeline run lands in the $15–20 token range for a hardware POC, so the pipeline can underwrite dozens of ideas for the price of one consulting engagement and only fund the ones that survive the rubric.

See an example →

What we believe

Built to adapt. Grounded in what matters.

We started NLT Labs to build products for a world that won't hold still. Something fundamental is changing in how software works, how problems get solved, how businesses operate. This pipeline is what that belief looks like in practice.

01

Make it real

Every demo this pipeline outputs has to survive production-grade scrutiny. At scale, on a bad day. The PE evaluation is designed to kill weak ideas before a line of code is written.

02

New logic for a new world

We named this company New Logic Tech because the rules are being rewritten. This pipeline is what that looks like. Not a pitch, a working machine.

03

You get the win

We work in the background. The demo speaks for itself. Every FUND-verdict idea is a real company concept waiting for a founder who wants to run it.

04

No theater

Every agent in the pipeline does real work. The PE Firm argues against its own optimism before landing on a score. The Builder writes code that compiles. No filler.

See what the pipeline built.

Every demo in the portfolio started as one paragraph. Same evaluation. Same pipeline. All deployed.

View the portfolio How it works