AI image and video generation, built for you and watched in production.
We build the generative content pipeline behind your creative — an AI image generation service and AI video generation workflows that turn briefs and product data into on-brand assets at volume — and wire every pipeline into Obsivara so you see cost, failed renders, and health from the first batch. Generative content at scale, without the runaway credits or the silent failures.
- Scoping call + a clear fixed plan and timeline before any work starts
- Pipeline built on your models, assets, and accounts
- Read-only Obsivara connection — per-render cost, failures, and health
- Batching, retries, and failed-render alerting wired in
- Full handoff — you own it; we maintain or hand over entirely
AI Image & Video Generation, done for you.
Image generation pipelines
Systems that turn briefs, product data, or templates into on-brand images at volume — for ads, catalogs, and social — with review steps before anything ships.
Video generation workflows
Pipelines that produce short-form and product video from scripts, stills, or clips — rendered, captioned, and formatted per channel automatically.
Fixes, batching & hardening
Audit an existing pipeline for failed renders and credit waste: add batching, retries, and alerts so failures don't quietly burn spend.
Midjourney · Flux · Runway · Kling · ComfyUI · OpenAI / Claude · your asset library
Build → connect → monitor.
Scope & build
On a short call we scope exactly what you need, then design and ship it around your stack, data, and guardrails — with a fixed plan and timeline before any work starts.
Connect to Obsivara
Every system we build is wired into Obsivara read-only from day one — via native n8n, SDK, OpenTelemetry, or webhook. No proxy in your request path, so it never adds latency or a failure point.
Monitor & improve
You get cost intelligence, health scoring, silent-failure alerts, and a weekly audit — and we keep it reliable and tune it as your usage grows, or hand it over entirely.
Built by us. Watched by Obsivara.
Because we build the AI observability platform these pipelines run on, monitoring isn't an afterthought — every generation pipeline ships connected to Obsivara via one read-only API key, with per-render cost attribution, failed-render detection, and health scoring live from day one. Nothing sits in your delivery path, so nothing we add can slow a render or export down.
AI Image & Video Generation — common questions
Can the pipeline stay on-brand and consistent?
Yes — we build it around your templates, assets, and style references so output stays consistent at volume, with review steps before anything ships. Obsivara tracks cost and failed renders per batch so quality problems surface early.
How much does an AI image or video pipeline cost to build?
It's scoped and quoted per project — a single image workflow and a full image-and-video pipeline are very different builds. You get a fixed quote and timeline on the scoping call before any work starts. The Obsivara monitoring has a free tier, so observability isn't an extra line item to begin. Model and render credits are billed to your own accounts.
Which models and tools do you use?
We pick per project from tools like Midjourney, Flux, Runway, and Kling based on your quality, speed, and licensing needs, all on your accounts. Obsivara sits read-only across them so you can compare cost and failure rates by model.
Ready to build your image & video?
Tell us what you want built. We'll scope it, quote it, and ship it observable — with a clear plan before any work starts.