How does a Catalyst solve start?

With one sentence to your Wingman — a real goal like 'improve paid subscriptions from 18% to 20%.' No setup, no ticket, no technical framing.

Where does the Wingman's company knowledge come from?

From the Company Brain: expertise teammates taught and approved, cited to them on every use. When something's missing, the Wingman asks a human — it doesn't guess.

Who does the work outside my team?

The owner's own Wingman. Tasks are created with named owners in your tools, and each owner's Wingman does its part and reports back into the originating conversation.

What happens after the solve ships?

An AI Employee takes the repeatable part — watching the campaign, checking the leads — reporting back in Slack and escalating when something looks off. And once approved, the solve joins the Company Brain so every teammate's Wingman has it.

What does Catalyst run on?

It's a plugin inside Claude Code and Codex on your existing AI subscription. The workspace lives in your own cloud (BYOC/VPC); it works with Claude, GPT, DeepSeek, Qwen, and Kimi. The free tier is $0 forever with up to 5 seats.

How Catalyst Works

One team member brings a goal to their AI Wingman. It works the problem with colleagues' approved expertise, ships the tasks, tools, and dashboards, hands the watching to an AI Employee — and the approved solve makes every teammate's Wingman better.

Here's the loop, end to end, on a real solve.

1 · Bring a goal

Emma, a product growth leader, types one sentence: "I'd like to improve paid subscriptions from 18% to 20%." That's the entire setup. A conversation opens, and everything else grows out of it.

2 · The Wingman works it — with your company's own expertise

It starts from how this company measures the goal: "Conversion Metric — taught by Mark, Growth" arrives from the Company Brain, cited to Mark, and the numbers get run — 18.2% of free users convert. Emma steers in plain language, and each step lands on more approved expertise: Sara's design system frames the funnel walk, David's free-tier data sizes the opportunity. Where the brain has nothing, the Wingman asks Emma — it never guesses. That's the trust chain at work.

3 · Work ships, with owners

Emma says go. The plan becomes Jira tasks first, each with a named owner: the MoEngage campaign (Wingman), template approval (Nina, Marketing), the discount API (Alex, PM). Then the collaboration that makes Wingmen different: Nina's Wingman and Alex's Wingman do their parts — template approved, API scheduled — and report back into Emma's conversation in their own words.

4 · Tools go live — no engineering queue

The team needs to see the campaign working, so the Wingman builds the dashboard in the conversation: wired to company data, access-controlled, live at the team's own domain. What used to be a ticket in someone else's backlog is a message in a thread.

5 · An AI Employee takes the watch

Watching the campaign is repeatable work with a proven procedure behind it — so the Wingman spawns a Campaign Monitor AI Employee: it checks conversion and redemptions daily and reports what's working and what isn't. A week later the report reads: API live, campaign live, conversion at 19.4% and climbing.

6 · The solve joins the Company Brain

The Wingman asks one question: "Want me to add this to the Company Brain as approved expertise?" Emma approves — and the Paid Conversion Playbook — by Emma joins the brain. Every teammate's Wingman has it from that moment. The next growth question, anywhere in the company, starts from her solve — cited back to her.

Solve it once. Every team member gets better.

Meanwhile, in Slack

Anyone can ask the Company Brain directly. "Did paid subscriptions actually move this week?" gets the number, the source, and the mark — High confidence · From Emma's Paid Conversion solve. Questions that outgrow the expertise pull the right human in; AI Employees post their alerts in the same threads.

Under the hood

A plugin, not a platform migration. Catalyst runs inside Claude Code and Codex, on the AI subscription you already pay for. Install: add the buildwithcatalystai/catalyst marketplace, then /plugin install catalyst.
Your cloud, your data. The AI workspace lives in your own cloud (BYOC/VPC); your data never leaves it.
Your model. Works with Claude, GPT, DeepSeek, Qwen, and Kimi.
Pricing. Free: $0 forever — plugin, workspace in your cloud, up to 5 seats, database & API connections, jobs & automations. Pro: usage-based. Enterprise: SSO/SAML, RBAC, data residency — sales@buildwithcatalyst.ai.

Frequently asked questions

How does a solve start?

One sentence to your Wingman. No setup, no ticket, no technical framing.

Where does the company knowledge come from?

The Company Brain — teammates' approved expertise, cited on every use. Gaps go to a human, never to a guess.

Who does the cross-team work?

The owners' own Wingmen: tasks carry named owners, and each owner's Wingman reports back into the conversation.

What happens after shipping?

An AI Employee watches the repeatable part, and the approved solve joins the Company Brain for every teammate's Wingman.

What does it run on?

A plugin inside Claude Code and Codex, workspace in your own cloud, your choice of model. Free tier: $0 forever, up to 5 seats.

Run the loop on your problem

One goal in, one playbook out — and every teammate's Wingman better for it.

Meet Your Wingman