// cognigtm — v0

We build AI systems that find real market pain and pressure-test go-to-market decisions before they ship.

Detect early, act decisively.

painsignal / signals live elevenlabs

conf source complaint when

92% reddit API returning empty audio buffer on long inputs 2m

87% github Voice cloning: silence in output for non-English text 14m

Most GTM decisions are made from a room full of people who agree with each other.

The pain is somewhere else — in tickets, forums, and the sentence a prospect said on the third call before they ghosted.

CogniGTM builds the instruments that go look at it, and the tools that stress-test the answer before it becomes a page.

PainSignal

Mines unstructured customer signal — reviews, forums, tickets, calls — and surfaces the real complaints your team isn't seeing yet.

Replaces: manual GitHub watchlists, Reddit lurking, gut-feel prioritisation.

painsignal / signals live elevenlabs

conf source complaint when

92% reddit API returning empty audio buffer on long inputs 2m

87% github Voice cloning: silence in output for non-English text 14m

78% hn Moved off after pricing change — nothing at this tier works 1h

3 new · 12 triaged today · 1 sent // awaiting review

see how it works

AdversarialCI

Red-teams your positioning, ICPs, and sales decks through hostile personas — finds the failure modes before your buyers do.

Replaces: launch-day surprises, "why did that deal die" post-mortems, vendor bake-offs run on spreadsheets.

research argue judge

verdict · database vertical 3 vendors · buyer mode

// winner

Postgres 87% confidence

dimension	postgres	mysql	mongo
cost	8	9	6
performance	9	7	8
scalability	8	6	9

see a sample report

// approach

Method, not brag.

// 01

Adversarial first

If it can't survive a hostile read, it won't survive a hostile market.

// 02

Measurable, or it doesn't ship

Every artifact we ship has a number attached — hit rate, confidence, time-to-detect.

// 03

One person, deep

No committee. No handoffs. The person who talked to you writes the code.

// 04

We ship, not deck

The deliverable is a working system, not a recommendation you have to implement.

// field notes

Proof, when it exists.

No case studies yet — CogniGTM started shipping in 2026. The first field note lands when a partner engagement produces a number worth publishing. Nothing here will ever be a stock testimonial.

get the first field note when it lands

// faq

Asked, answered.

What does CogniGTM actually sell?

Working systems, not decks. An engagement ends with a running instrument — a signal pipeline, a stress test, a report you can re-run — plus the code.

Are PainSignal and AdversarialCI products I can buy today?

They're live systems we run for partners rather than self-serve SaaS. If you want one pointed at your surface or your market, that's an engagement — email hello@cognigtm.com.

Who is behind CogniGTM?

A two-person applied AI studio in Dublin, Ireland. The people you email are the people who build.

What does an engagement look like?

Short and scoped: a defined surface to watch or a defined decision to stress-test, a working system at the end, and a number attached to it. No retainers for slideware.

Is the research real?

AdversarialCI's method is published as a preprint on arXiv (cs.IR). Live products, open repos, checkable claims — that's the operating rule.

// about

A studio, deliberately small.

CogniGTM is an applied AI studio in Dublin, Ireland. We build GTM-intelligence instruments — systems that find real market pain and pressure-test decisions before they ship — and we work with a small number of partners at a time. The fastest way to reach us is hello@cognigtm.com.