Software production
Turn rough product asks into scoped issues, implementation PRs, Stripe flows, deploy previews, and release notes.
Premium AI operators for software, billing systems, and launch media. Customers can run the workspace themselves, or hand the sprint to a team that ships the work.
The premium comes from operating the models, reviewing output, and getting the sprint across the finish line.
Turn rough product asks into scoped issues, implementation PRs, Stripe flows, deploy previews, and release notes.
Generate product visuals, ad cuts, short video drafts, and creative variants under a controlled project budget.
Operators translate briefs into tasks and review the output before delivery for customers who cannot drive agents well.
Customers who can operate AI agents will use the workspace. Customers who cannot will pay for a production team that turns credits into finished software and launch assets.
Customer outcomes become scoped sprints, credit estimates, and execution queues.
AI handles drafts and implementation while human operators review, ship, and manage expectations.
Every model call belongs to a project budget with approval thresholds and top-ups.
Founder submits a product or marketing outcome.
System estimates credits, risk, operator time, and delivery window.
Customer chooses self-serve, assisted, or done-for-you.
Work ships through PRs, previews, generated assets, and final approval.
Stripe can handle subscriptions, invoices, top-ups, and usage billing. The product should still keep its own project-level credit ledger.
Direct access to the AI production workspace.
Platform plus a managed operator team executing weekly tasks.
MVP builds, launch assets, stuck repos, and client deliverables.
Start with intake, project ledger, Stripe billing, model routing, and human operator workflow. Productize repeated requests after customers pay for them.
Frontend workspace and enterprise landing experience.
Subscription, invoices, credits, and overage billing.
Repo context, PRs, review, and release workflow.
No unlimited video or model usage. Credits are budget controls. Managed work is scoped before payment. Every deliverable has acceptance criteria.
Every paid sprint starts with deliverables, exclusions, revision limits, and acceptance criteria.
Model spend is tracked per project with top-up gates before expensive video or heavy coding runs.
Position the product as an independent workflow layer, not a resale of another provider account.
The first enterprise pilot should collect paid implementation demand, not pretend every workflow is already fully automated.