We run an AI-assisted VFX pipeline for film clients (rotoscoping, denoising, upscaling, generative shot tools), and every job has real GPU and inference cost. Credyt sits in front of those tools as a credit wallet, so clients prepay and Credyt authorizes the balance in real time before the job runs. We never start an expensive render against an empty wallet.
The drop-in customer portal saved us from building balance, top-up, and auto-recharge UI ourselves. Grants let us hand out free credits to new studios without writing custom logic. Stripe integration works out of the box with no markup on fees, and the $1 per Monthly Active Wallet pricing is honest. No percentage cut on our revenue, which matters at our margins. Review collected by and hosted on G2.com.
The analytics dashboard is still maturing. We can see balances and authorizations fine, but we wanted deeper per-client cost breakdowns by job type (rotoscoping vs upscaling vs render) and had to pull the data out via API and build our own view in Metabase. Not a blocker, but it would save us time. Review collected by and hosted on G2.com.