How it works
Spongeware connects to where your features already live, runs them through an adversarial AI pipeline, and pushes ranked decisions to your ticketing system — with or without you in the loop.
Paste your company URL. Spongeware crawls your site — product pages, pricing, about copy — and uses an LLM to extract your audience, business model, competitive position, and growth stage. This profile is stored and reused for every evaluation. You never repeat this step.
Features don't live in one place — and Spongeware doesn't ask you to change that. Connect your Slack bot, Discord server, or Google Meet notes. Or enter features manually. Every source feeds the same evaluation queue, so nothing gets lost between tools.
Each feature runs through a multi-agent evaluation, grounded in your company profile and argued from both sides. Every feature gets a build now, defer, or reframe verdict with a confidence-adjusted ROI score. Your backlog comes out ranked, not shuffled.
Verdicts become actionable tickets — with context, reasoning, and conditions already written. Build now verdicts go to Jira, Linear, or GitHub Issues. You choose: review before export, or run fully hands-free and let Spongeware push automatically. Your backlog stays clean without the meeting.
Every feature, judged
Every feature comes out the other side with one of three calls — never a shrug.
Strong case, low risk. Pushed straight to Jira, Linear, or GitHub as a scoped ticket.
Real potential, wrong timing. Held in Spongeware until the conditions blocking it change.
The feature as pitched doesn't hold up — but the problem underneath might. Comes back with what to fix.
Your call
Spongeware works the way your team works. Keep a human in the loop or let it run on autopilot.
Verdicts land in your review queue. Your PM signs off before anything hits Jira. Good for teams that want AI leverage without losing final say over the backlog.
Features come in, verdicts go out, tickets get created — without anyone touching it. Best for teams with high feature volume who trust the pipeline and want zero backlog debt.
Free to start. No credit card. Just your company URL and one feature.
Get started free