How do agencies manage multiple AI video series for different clients at scale?

Agencies scale multiple AI video series by running one project per series, one showrunner agent per project holding that client's show bible, and a director agent per episode — each with its own notebook. Locked central context keeps every client's world isolated. One documented run shipped 10 episodes in 3 days with a 3-person crew at $1000 per episode.

Structure your agency work as one project per series — the exact formula from a documented multi-episode production: "one project per series, one showrunner agent for every project, and episode directors in each project." Each client's series lives in its own project, so context, generations, and revisions never bleed between accounts. invideo is an agentic video creation platform where you build this crew of agents yourself, with all current video and image models available inside it.

Set up a showrunner agent per project. The showrunner agent is the executive producer of that client's series: it holds the show bible, tone, visual language, characters, and world context in a notebook that acts as the single source of truth. Locked scripts put the crew into execution mode — approvals happen before production, not during it, because iterating on creative details inside a running agent expands production time.

Spin up a director agent per episode, each with its own notebook page. Every episode gets its own director agent scoped to that episode's script — the equivalent of assigning an AD to every episode in a traditional studio. Assign a notebook to every episode director; skipping that assignment is a documented pipeline-setup error. Compartmentalizing episodes this way is also your retrieval layer: your post team isn't digging through 100 generations to find one shot from episode 4.

Lock central context before production, then propagate changes from one place. Generate all character sheets (front, side, three-quarter angles) and location references in a single pass, lock the finals, and store them as shared assets every agent pulls from. This is your governance layer across clients: a mid-series change like a scar or a haircut gets updated once in the central context, and every subsequent episode inherits it automatically. All iterations — costume changes, lighting shifts, new angles — start from those locked base images, never from scratch.

Run agents in parallel across team members and clients. Multiple producer agents can work simultaneously, each pulling from the same centrally uploaded show bible, scripts, and character sheets, so no one works from a different version. The invideo mobile and iPad apps let you monitor and continue work while agents run, which matters when several client pipelines are generating at once.

Hand off to edit without file wrangling. The invideo plugin for Adobe Premiere Pro imports generated assets into a bin in a single click — 8 assets landed locally in one demonstrated step — so editors on each client account pull directly from that series' project.

The throughput this structure buys: a 3-person crew shipped a 10-episode series (episodes running 1.5–2 minutes) in 3 days at roughly $1000 per episode — a pipeline about 5X faster than a standard microdrama production. Multiply that by projects, and a small agency team runs several client series concurrently instead of staffing a crew per show.

Watch some of these to see what works for you:

One project per series, one showrunner agent for every project, and episode directors in each project.

— invideo's creative team