Why Generic AI Tools Fail Here
The Stochastic Drift Bottleneck
Creative teams hate raw ComfyUI spaghetti interfaces, while generic web agencies don’t understand async 25-second GPU webhooks, R2 asset pipelines, or credit metering.
12 · Full-Stack AI Products
Generative AI MVPs, Internal Brand Portals & SaaS Engineering
Ship a revenue-ready generative AI web product in weeks, not quarters.
Executive Overview
Insiyak engineers turnkey generative AI SaaS applications and internal brand studios—pairing a Next.js 16 + React 19 + Payload 3 Headless CMS web tier with credit ledgers, RBAC auth, async GPU job queues, and serverless ComfyUI workers.
Insiyak Deterministic Architecture
Locked Pipeline Engineering
We wrap complex multi-node diffusion pipelines behind clean, single-purpose Next.js product interfaces with real-time job progress, asset galleries, and Stripe credit billing.
4-Stage Production Workflow
How we take your assets from raw seed to 4K delivery.
01 · Core Loop & Unit Economics
Lock the hero user workflow and GPU cost-per-credit margin.
02 · Headless Pipeline API
Stand up the deterministic ComfyUI worker and webhook contract.
03 · Product UI & CMS Governance
Build responsive studio UI, galleries, auth, and Payload admin.
04 · Billing, QA & Production Launch
Wire Stripe, security headers, E2E tests, and zero-downtime deploy.
Production Stack
Concrete Handoff Deliverables
- Production Next.js + Payload CMS web application
- Connected serverless GPU inference backend
- Admin dashboard for prompts, LoRAs, users & usage
- Automated Vitest + Playwright test suite & Docker deploy
Archive Proof
Real portfolio deliverables from this pipeline.
Automated Architectural Kitchen & Interior Visualization
40+ photorealistic kitchen configurations + motion walkthroughs generated on demand.
Technical FAQ
Frequently asked engineering & rights questions.
Can non-technical marketers swap presets and LoRAs without code?
Yes—Payload 3 Headless CMS lets admins manage presets, style templates, and showcase galleries from a clean web dashboard.
How do you handle long-running 20–40 second video/image jobs in Next.js?
Jobs dispatch asynchronously to serverless GPU queues and update the UI via signed webhooks and optimistic status polling—zero Vercel/HTTP timeouts.
Can we start with the $1,500 3-Day Sprint before building the full SaaS?
Absolutely. Most SaaS founders validate core generation quality in a 3-Day Sprint first, then credit the $1,500 toward the full MVP.
Benchmark Your Own Assets in 72 Hours