SignalForge is an AI platform that automates and executes workflows across web and desktop without APIs. It doesn’t just generate — it completes work. From data extraction to comparison, dashboards, Excel outputs, and reports, everything runs end-to-end with built-in reliability. Each workflow is validated through readiness checks, recovery logic, and an evidence gate before it’s considered done.

Framer — Launch websites with enterprise needs at startup speeds.

Launch websites with enterprise needs at startup speeds.

Hey Product Hunt 👋 I built SignalForge because most “AI automation” tools don’t actually complete work. They generate text — but they don’t execute workflows reliably. SignalForge is different: - It operates software across web and desktop (no APIs) - It extracts, compares, and structures data - It generates dashboards and reports - It writes results into Excel and prepares email drafts But the key difference is reliability: Every run goes through: → readiness checks → execution with recovery → evidence validation → export gating If the result is incomplete or unreliable, it’s not considered done. Goal: Turn interfaces into reliable, executable workflows. Would love your feedback 🙌

Quick preview of something I ve been working on:

Gave it a task:

Find candidates on LinkedIn compare them generate a dashboard export to Excel prepare an email

It just did the whole thing.

Quick preview of something I ve been working on:

Gave it a task:

Find candidates on LinkedIn compare them generate a dashboard export to Excel prepare an email

It just did the whole thing.

Framer — Launch websites with enterprise needs at startup speeds.

Launch websites with enterprise needs at startup speeds.

SignalForge

AI that runs software workflows end-to-end (no APIs)

AI that runs software workflows end-to-end (no APIs)

Forum Threads

Small preview of something I’ve been building

Forum Threads

Small preview of something I’ve been building