Stagecell
Where Red Cell builds agents that earn autonomy.
One platform
One platform composes, judges, runs and remembers every agent Red Cell ships. It is available to clients.
We call it Stagecell. Teams of agents are composed in the Studio. Pipelines are assembled and signed in the Factory. Work runs gate by gate across a live Floor, deliverables land in Output, and what the platform learns is kept in Lessons for the next run. Service-desk agents, diligence agents, film crews, document pipelines: anything with a mandate, built like infrastructure and promoted like staff.
The Studio
Compose the team on a canvas. The mandate compiles to a contract the runtime enforces.
The Studio's palette carries the working parts of a crew: reasoning agents, web researchers, document retrieval that must cite, reflection loops that critique their own drafts. Proven multi-agent patterns ship pre-built. Society of Mind puts a proposer, a critic and a synthesiser around one problem; Captain gives a lead agent a crew and a bounded number of rounds. Wire in your own tools and other agents, and the guardrails come with the wiring.
Reasoning, web research, document RAG, reflection: drag the archetypes on, set the parameters, done.
Society of Mind and Captain, pre-built and editable. Debate and delegation without wiring them yourself.
Every tool call passes least-privilege manifests, dual-control co-signing, rate limits and metering. Secrets resolve by name at call time and never enter a prompt.
MCP for your tools, agent-to-agent for other crews, an allowlist for the web.
The Factory
Pipelines are signed, versioned and append-only. The route a run takes is law, not vibes.
The Factory is where pipelines are composed: gates, edges and branch rules, saved as a definition the database physically refuses to update. Every change is a new version. Every run pins the version it executed, so any decision can be replayed and audited against exactly what was signed. A budget fence prices the run before it starts, park-and-resume holds it when a human is needed, and a kill switch stops the lot.
Compose
Gates, edges and branch rules, assembled from the same catalogue every pipeline shares.
Sign
A named person signs the definition. It lands append-only: version n+1, never an overwrite.
Pin
Every run records the exact version it walked. Why did that run skip review? The definition answers, not a guess.
Promote
New versions earn production the way agents do: evaluated, compared, promoted on the record.
The Floor
Run it like a shop floor, not a chat window.
The Canvas is the operator's board: every live run, its gates and its open decisions. The Floor is the same truth as a factory floor: each pipeline a production line of gate stations, watched live as work moves through. Actions gathers everything waiting on a human into one queue, and the queue reaches you: approvals arrive by email as single-use signed links that expire in a day. Approve from your inbox and the line moves. Deliverables land in the Output gallery. Briefs, brand and music live versioned in the Library.
Every live run and every open decision, one board.
Every pipeline as a live production line of gate stations. A new line appears the moment the Factory signs it.
Approvals, voice takes and stopped runs in one queue, with magic-link approval straight from email.
Published deliverables in a gallery. Collateral kept, versioned, in one place.
Lessons
The platform remembers. The judges deliberately don't.
Every judged run distils lessons: what happened and why it mattered, normalised, deduplicated and kept. On the next run the builders are handed the most relevant lessons before they start, so the same mistake is never paid for twice. Humans curate the memory, and a lesson you write yourself outranks everything the machine learned. The judges never see any of it: the verdicts that gate promotion stay independent of the memory that shapes the work.
Lessons distilled from every judged run, with the audit trail that produced them intact.
The most relevant lessons reach the builders before work starts on the next run.
Add, edit or retire lessons by hand. Tell it once; it applies from then on.
Judges are excluded from the memory by design, so their verdicts stay independent.
The proof
In production: a service desk, a film line, a newsroom.
Atlas is a Stagecell agent in production: an autonomous service desk that takes a customer message from web, email or Microsoft Teams, drafts an answer grounded in the knowledge base, and ships it only past an independent judge. Nine gates, every message, no shortcuts, and a named human with full context whenever it matters. The same engine runs two content lines beside it.
Atlas
An autonomous service desk with a second opinion built in. Nine gates from message to reply.
The film line
Fourteen gates from brief to published 4K film: concept cut approved early, a named human voice, loudness, sync and claims checked by code, frames rendered in the cloud.
The article line
The same engine writes, judges and publishes long-form analysis. A different deliverable; zero engine changes.
Three deliverable families. One engine. The next one is a Factory definition away.
Bring us one process you wish ran itself. We will tell you honestly whether an agent should.
Schedule a Consultation