Private AI,in production.

For creative studios, agencies and brands. Deployed in your own cloud, never trained on your content. Fully compatible with ComfyUI.

EngineLab AI workflow editor, full graph view: positive and negative prompt blocks feeding a Salt flat concept block, then a 2x upscale into gallery output, with ELAssist open alongside
01THE CHALLENGE

Trying AI is easy. Trusting it with a client's IP isn't.

policyUnapproved models

Models get downloaded and used in client work with nobody checking the licence, and no record that anyone approved them.

account_treeComfyUI complexity

ComfyUI is the most capable tool and the hardest to use. Most artists never touch it, so the work sits with one or two specialists.

sync_problemUnstable workflows

A workflow that ran last month fails today. Dependencies drift, and artists spend their time fixing tools instead of being creative.

memoryHardware scarcity

Long lead times on new hardware, and a premium on anything in stock. Meanwhile a client bid needs an answer this week.

fingerprintUntraceable work

Work gets made across a dozen unconnected tools. When a client asks which model made a frame, nobody can say, or make it again.

EngineLab AI solves all of this, and more.

02THE PRODUCT
WORKFLOW EDITOR

ComfyUI, without the complexity.

A simplified editor built into the platform, so artists get the power of ComfyUI without the node graph. The full graph is still there for anyone who wants it.

The Salt KingdomSalt Flats Environmentv0.1.1SimpleFull graph
✓ DRAFT SAVED▶ Generate
Positive promptINPUT
Vast white salt flat at dawn, cracked hexagonal crust, low mist, a lone rider mid-distance
Text
Negative promptINPUT
text, watermark, blurry, oversaturated
Text
Salt flat conceptLOCKED
Prompt
Negative
sd_xl_base_1.0
2048×864euler
Image
2x upscale
Image
Image
Gallery output
Image
JPG · 4 PER RUN
97%+
EngineLab AI project home: workflows organised in folders with outputs, version, environment and owner
PROJECTS

Organised by project, like the rest of your studio.

Every project holds its workflows in folders, laid out the way artists already expect. Each one is tracked, so you always know which version is live and who changed it.

EngineLab AI gallery: hundreds of outputs with the run panel open showing prompts and Run
GALLERY

Every output, in one shared place.

Whether it came from a model you host or a frontier API, it lands in the gallery for the whole team to review, comment on and favourite. Each one tracks the model, prompt, settings and who ran it.

New workflow dialog on Import: workflow JSON attached at 25 nodes, folder and pinned ComfyUI environment, and three referenced models each confirmed in library
BRING YOUR OWN

Import a workflow, or build one with AI.

Paste or upload the ComfyUI workflows you already have and they open as editable workflows, ready to run. Or describe what you need and your AI assistant builds a working first version.

MODEL LIBRARY

Every model, tracked and approved for the show.

All your models in one library, with the licence attached and a record of which projects each is cleared for. Nothing reaches an artist until it's approved.

MANAGED COMPUTE

GPUs in your own cloud. Nothing to buy, nothing to maintain.

The platform runs and scales the compute for you, sized to the job. No hardware to order, no lead times, no environments to look after.

BUDGETS AND SPEND

Know what every project is costing you.

AI spend is tracked against each project as it happens, so you can see exactly where the money is going. Set a budget per project and keep the spend under control.

Plugs into your studio.

Works with the tools and storage your artists already use, so nothing has to change around it.

AVAILABLE NOW
Connect your storageComfyUINuke Foundry
COMING SOON
Flame AutodeskHoudini SideFXRequest an integration →
03THE ASSISTANT

Meet ELAssist. Build better workflows, faster.

The Salt KingdomSalt flats environmentv0.1.1
SimpleFull graph
Generate
auto_awesomeAI suggestions
2 added, 1 changed
chevron_left3 changed blockschevron_right
list_altReview
Rejectcheck_circleAccept
Positive prompt
add_circleClean maskADDED
MASK OUTmask
Holds the bottle edge while the ground changes
edit_noteSalt flat conceptCHANGED
Denoise 0.45 to 0.7, up 0.25
BASEflux1-dev
add_circleDetail passADDED
Sharpens the label after the concept pass
Gallery output
Hold the bottle edge against the new ground, and sharpen the label after the concept pass
auto_awesomeDescribe a change...arrow_upward
Explain the blocksSuggest improvements
Build

Start from a plain text prompt. Describe what you're trying to make and ELAssist builds a working workflow, ready to run or refine.

Improve

Ask what would make a workflow better. ELAssist suggests changes, from a different model to a cleaner graph, and makes them when you say so.

Fix

When a workflow breaks, ask ELAssist what's wrong. It finds the problem and repairs it, without you digging through the nodes.

04MODELS

Self-hosted and frontier models. All in one platform.

SOVEREIGNRUNS IN YOUR OWN CLOUD

Models you host

The checkpoints and LoRAs your artists already trust, running on GPUs in your own cloud. Nothing leaves it, and nothing is trained on your content.

WHERE IT RUNSYOUR CLOUD, YOUR GPUSCUSTOM TRAININGLORAS + FULL FINE-TUNINGYOUR DATASTAYS IN YOUR CLOUD
Flux 2 devFlux.1 devSDXLQwen-ImageQwen-Image EditWan 2.2LTX 2.5MiniMax H3Chroma 1 HDZ-Image TurboFlux ControlNet UnionSAM 2.1Your own models and LoRAsAnd over 100 more
FRONTIERRUNS OUTSIDE YOUR CLOUD

Models others host

The same workflows can call third party APIs when a job needs them. You decide which providers each team and project may use, and set the budget.

WHO CAN RUN THEMALLOWED PER TEAM AND PROJECTBUDGETSET PER PROJECTPROVENANCEPROVIDER LOGGED PER OUTPUT
Flux 2 ProNano Banana 2Nano Banana 2 LiteIdeogram V4GPT ImageSeedream 4.5Seedream 4.0Topaz ReimagineRecraft V3Recraft V3 vectorSlapshot AIGoogle Veo 3 soonSeedance 1.0 Pro soonMore added every month
Studios need both
Some work has to stay on models you control. Some is quicker on a frontier API. EngineLab AI gives you both in one platform, with the same approvals and the same audit trail across every output.
05WHO IT'S FOR

Different work, same platform.

movie_editCREATIVE STUDIOS

Your in-house artists and your freelancers collaborate on the same platform, on the same workflows, with everything they make in one place. It fits into the pipeline and tools you already have.

workspacesAGENCIES

Own the platform, bring every studio you work with onto it, and stay in control of your clients' IP, with each account kept separate from the next. Take on AI work at volume without a new tool and a new risk for each account.

verified_userBRANDS

Give your marketing team locked workflows that keep every output on brand, and produce social and campaign content at volume. Your product, your unreleased work and your IP stay in your account.

06HOW WE COMPARE

EngineLab AI gives you full control.
The others don't.

COMPARE AGAINST
EngineLab AI
MANAGED PLATFORM
Figma Weave
HOSTED CANVAS
CONTROL
Where it runs
checkYour cloud, not ours
closeTheir cloud
Model approval
checkFull control, per project
removeSeat level
Uses your content for training
checkNever
closeAdmin toggle, on by default for lower tiers
MODELS AND WORKFLOWS
Model choice
checkAny model you host, plus APIs
remove20+ models, 12 providers
Custom workflows
checkYours, ComfyUI native
removeTheir canvas format
Team collaboration
checkShared projects and workflows
checkYes, multiplayer canvas
ACCOUNTABILITY
Full audit trail
checkEvery run, user and model
closeNo
Cost visibility and budgeting
checkProject based tracking and control
closeCredit balance only
WHAT YOU GET
Studio integrations and bespoke features
checkBuilt around your pipeline
closeNo
Expert support
checkIncluded
closeNo
07ABOUT US

We pioneered the first cloud-native studios.Now we're doing it for AI.

AWS Partner — Media & Entertainment Competency
2018
First cloud-native studios

The team behind EngineLab built the first creative studios to run entirely in the cloud. No machine room to build, no equipment to power or cool, artists working from anywhere, and infrastructure that moved from CapEx to OpEx.

2025
Every studio

Nobody else was building studios this way, so we founded EngineLab to do it for anyone. Running a studio in the cloud takes cloud specialists, so we're a team of them, working alongside studio technology teams across every time zone.

2026
The next wave

Generative AI is changing how studios use technology, the way the cloud did. EngineLab is pioneering and innovating again with EngineLab AI, already in production with studios. Read it on the AWS Media & Entertainment blog

“Having a managed, secure environment that lets us scale ComfyUI across the whole studio, with the control and governance we need for client work, is exactly what we've been looking for.”

SEAN COSTELLOE / MANAGING DIRECTOR, SELECTED WORKS
Our customers
ARC CreativeBarnstorm VFXPurple MartinAgoraBlue SpiritBrashLuminairiReal Cool TimeSelected WorksStimARC CreativeBarnstorm VFXPurple MartinAgoraBlue SpiritBrashLuminairiReal Cool TimeSelected WorksStim

Bring it to your studio.

We work with studios, agencies and brands. Tell us about yours and we'll set up a demo and talk about onboarding.

Work email only. We reply to every request personally.

You're on the list.

We'll be in touch about onboarding your studio.