For AI products and online businesses

Make your AI product cheaper to run, safer to launch, and easier to sell.

GYBE LABS builds focused software fixes for teams with one clear problem: high model costs, generated content risk, or a funnel that is not converting. You get shipped code, tests, and evidence.

Pick the problem slowing you down

Each engagement is scoped around one practical outcome, so the work stays useful and easy to judge.

01

Lower model spend without guessing

If every request goes to a premium model, margin gets squeezed fast. We test cheaper and self-hosted models against your real prompts, then route each request to the lowest-cost option that still does the job.

Example. Use smaller models for routine work and keep a premium fallback where quality has to hold.

02

Keep UGC and AI content within platform rules

If your app or site hosts user-generated or AI-generated content, unsafe content can put your App Store, Google Play, Stripe, or payment-provider access at risk. We build moderation, filtering, reporting, blocking, review queues, and audit logs so your team has real controls in place.

Example. Add policy controls for chat, characters, images, video, and user uploads before platform review.

03

Turn traffic into more revenue

When signups or checkout completion are weak, redesign guesses waste time. We test landing pages, pricing, onboarding, paywalls, and checkout flows, then ship the version backed by evidence.

Example. Run a focused pricing or paywall test and roll out the winner with tracking in place.

How we work

We keep the process narrow, build the working version, and measure whether it helped.

Start with one metric

We agree the number that matters first: cost per request, policy risk, signup rate, checkout completion, or another clear outcome.

Build the smallest useful fix

No discovery theatre. We scope the fastest version that can be shipped, tested, and improved.

Test against real cases

Prompts, abuse cases, user journeys, and analytics events are part of the work, not an afterthought.

Work with the builder

You deal directly with the person writing the code, so decisions stay fast and practical.

Tell us what needs fixing

Send the problem, your current setup, and the outcome you want. You'll hear back from the person who'd do the work.

hello@gybelabs.co.uk