FirmAdapt is an AI product and engineering company. It owns and operates AI native software companies: DemandLabs for supply chain planning and integrated business planning, EventAnalytics for meetings and events reporting, CosmeticComply for cosmetic regulatory filing, and SonofBasel for digital clones of individual people. FirmAdapt builds the same class of system inside other companies' operations, mapping how the operation actually works, reengineering the processes that should not be manual, building the AI agents and automation that replace them, and then running the system in production. It also publishes a free diagnostic that scores a company across eight operational lenses.

Does FirmAdapt have a free API?

Yes, FirmAdapt offers free open API endpoints that require no authentication. AI agents and developers can make up to 10 requests per week without signing up. The API supports company profile lookups across 12 global markets.

Can AI agents use FirmAdapt?

Yes, FirmAdapt is designed for native AI agent integration. It provides an MCP (Model Context Protocol) server for Claude Desktop, Cursor, and other AI tools. AI agents can access company profiles across 12 global markets using free open endpoints with no API key required.

What markets does FirmAdapt support?

FirmAdapt supports 12 global markets: US (NYSE/NASDAQ), UK (London Stock Exchange), Germany (XETRA), France (Euronext Paris), Japan (Tokyo Stock Exchange), India (NSE/BSE), Saudi Arabia (Tadawul), UAE (Dubai/Abu Dhabi), Malaysia (Bursa), Indonesia (IDX), Canada (TSX), and Australia (ASX).

Find the AI opportunities hiding inside any company.

Type a domain. We map the AI wins, automation savings, and operational waste across eight lenses — the same diagnostic we run for owners, operators, and the firms that advise them. No card. No "schedule a discovery call." Just answers.

Already mapped 14,200+ companies · Backed by Cornell MBA + Norwich InfoSec

Companies scanned

Lenses per company

Median time to first insight

$0M+

AI savings surfaced (last 90d)

WHAT WE SURFACE

Eight lenses. Forty-plus opportunity signals. One report.

We don’t score for the sake of scoring — every finding ties to a specific AI, automation, or operating change with an estimated payback window.

AI Readiness

Where AI can plug in tomorrow vs. where you'd need 6+ months of plumbing first — and what to build first.

Operational Efficiency

Where labour, swivel-chair work, and duplicated effort are eating margin you don't have to give up.

Process Automation

The five highest-ROI workflows to automate this quarter, ranked by build cost and payback.

Tech Stack Maturity

Where your tools are punching above weight vs. legacy systems that are quietly capping growth.

GTM & Market Position

Where AI-native competitors are already beating you on speed-to-customer — and how much margin's at risk.

Brand & Customer

Whether your reputation, NPS proxies, and review signals support a price premium — or quietly drag it down.

HOW IT WORKS

Three steps from domain to defensible action plan.

STEP 01

You enter a domain.

We pull the public surface area — site signals, hiring, news, technographics, leadership, filings if any — in parallel.

STEP 02

We run eight lens models.

Frontier AI scores each lens, then triangulates findings against peer benchmarks for your detected industry.

STEP 03

You leave with a plan.

A ranked list of AI and automation moves with estimated payback windows. Share it, export it to PDF, or run it past us live.

RUN ONE NOW

The fastest way to know where AI fits in any business.

Type a domain. We’ll come back with eight lens scores, the top opportunities, and an estimated payback. No gating.

Prefer it as a PDF?

Drop your email — once your scan finishes we’ll mail you the full report as a polished PDF.

WHO RUNS THESE

Built for the people who actually have to ship the change.

OWNERS & FOUNDERS

Find what to automate before your competitor does.

See where AI cuts cost, where it unlocks revenue, and where it's a distraction. Decide in an evening, not a quarter.

OPERATORS & COO

A diligence-grade view of your own ops in 90 seconds.

Useful when the board asks 'where's our AI plan' and you'd rather answer with data than vibes.

ADVISORS & CONSULTANTS

Land discovery calls already knowing the answer.

Run it on a target the morning of a meeting. Show up with the eight-lens scorecard and the conversation changes.

M&A & PE

Pre-LOI ops diligence on any target.

Spot the operating gap before you write the cheque. Quantify the AI uplift before the IC meeting.

QUESTIONS

Short answers, because the long ones are in the scan.

No. The eight-lens scorecard, the ranked opportunities, and the payback estimates all render with no email and no signup. The email box exists if you want the PDF copy in your inbox or the weekly opportunity digest.

Pick a company. Find the AI in it.

Your own business, your biggest competitor, the company you’re thinking about acquiring — anyone with a domain works.

Or join the weekly AI opportunity digest.

One short email a week — the operating moves we’re seeing AI-native companies make, and the wins their competitors are leaving on the table.