Built by Impromp2labs · Production & intelligence OS

Every layer of a film, in one graph.

StudioOps holds the whole production — roles, script, shots, generation, review, delivery, money and market — in a single local-first system. Your models, your keys, your machine. The AI does the work; the human keeps the call.

See the production graph → Explore the modules Local-first · vendor-neutral
Script → Delivery, one record Role-gated seats Money layer · the raise Audience intelligence Full lineage on every take
The production & intelligence graph

One system. Every layer connected.

Nine role-gated seats each see their own slice of one truth. Story and camera context feed the production spine; the AI harness and your own providers feed generation from below. The operating layer, the money layer, and audience intelligence wrap the whole thing — and nothing becomes canon until a human approves it.

Role-gated seats · one truth, nine views
Exec Portfolio Financier The Raise Investor LP Portal Producer The Money Director Creative Editor VOD Line PM Schedule Dept Head Sub Teams Crew Self Serve
StudioOps · production & intelligence graph
Production flow Context / provider AI harness Human approval Money layer Market intelligence
One brief in → one delivered film out → then the market talks back · every prompt, version, provider, model, forecast & decision preserved as lineage
The modules

Seven surfaces, one production record.

Each module is a view into the same graph. Work done in one shows up everywhere it's linked — a review decision moves a shot; a task points back to the scene that spawned it.

01 · STORYShipping

Script & structure

Long-form script with version history, dialogue tracking, and the sequence/scene breakdown that drives the whole graph.

  • Script versions
  • Dialogue tracker
  • Sequences & scenes
  • AI breakdown — you approve
02 · SHOTSShipping

Shot planning

The central record. Creative intent, prompt, camera, lighting, costume, props — grid, list, or kanban.

  • Shot inspector
  • Prompt lab
  • Camera-movement library
  • Status pipeline
03 · GENERATEShipping

Cinema Studio

Image and video generated through your own providers, with cinema controls — camera, lens, aperture — and durable jobs.

  • ComfyUI (local)
  • Direct Flux BYOK
  • Cinema controls
  • Queue · poll · retry
04 · SOUNDIn progress

Music & audio

Score and cues generated per scene and shot, kept in the production record — every version linked to the moment it scores.

  • Music lane
  • Cue → scene / shot
  • Versions & stems
  • Linked lineage
05 · REVIEWShipping

Assets & review

Every take lands as a local asset linked to its shot. Timestamped notes and an append-only decision update the shot's state.

  • Takes & previews
  • Review notes + timecode
  • Approve · revise · reject
  • Immutable history
06 · OPERATEShipping

Tasks & schedule

Daily briefing, tasks, stripboard, crew, gear and call sheets keep the crew coordinated — every item linked to the shot, review or scene it belongs to.

  • Daily briefing · one brain
  • Stripboard & call sheets
  • Crew & gear
  • Approvals queue
07 · MONEYShipping

The Shogun seat

The money layer most tools leave in a spreadsheet — finance terminal, capital stack, fundraise pipeline, recoupment waterfalls, territories and comps.

  • Finance terminal · slate view
  • Capital stack & fundraise
  • Recoupment waterfall
  • Pitch mode · investor deck
08 · MARKETIn progress

Audience intelligence

The market talks back — forecast an asset, read live sentiment and movement, measure promotion ROI, and keep a postmortem memory across films.

  • Success predictor
  • Audience pulse
  • Promotion ROI
  • Film memory graph
SYSTEMShipping

StudioOps AI

A project-aware assistant that reads the graph, proposes work, and drafts — but never writes to the record without a human saying yes.

  • Scoped project context
  • Proposals, not silent writes
  • Runs on your models
The AI harness

Your models. Your keys. Your machine.

The harness is the science underneath. It assembles the right slice of project context, routes each job to whichever provider you've configured, and holds continuity across shots. Swap a model without rewriting your production. No gateway middleman, no paid fallback, no lock-in.

Provider layer · plug in what you run
Ollama · LM Studio · local chat ComfyUI · local image / video Video BYOK · Kling · Veo · Sora · Runway Image BYOK · Flux · Midjourney · Seedream Audio · Suno · ACE-Step + future adapters
Why it holds up

Built to survive the actual day.

01

Local-first

Projects, media and secrets live on your machine. It works offline; nothing leaves unless you send it.

02

Vendor-neutral

Every generator is a swappable adapter behind the harness. Bring your own keys, run your own models, or both.

03

Human-in-the-loop

AI proposes; a person approves. Nothing becomes the canonical take without an explicit, recorded decision.

04

Full lineage

Every asset carries its prompt, version, provider, model, seed and review history. Nothing is a black box.

Built by Impromp2labs

The studio, as one operating system.

StudioOps runs the production the way a great studio actually works — one connected record, from the first line of script to the delivered cut, and then the market talking back.