Build your way
Start with an open model, your own model, or explore a new architecture. Choose prompting, retrieval, adaptation, or training to fit the task.
ARCENCEResearch-first AI model engineering · In development
AI built around
your ambition.
From first idea to a model you can control.
See how it worksFoundry OSIllustrative preview
BUILD PLAN DEPLOYDescribe your goal in your own words.
Your prioritiesYOUR PROJECT WORKFLOW
A clearer path to AI.
Set your priorities and explore a possible plan.
1
Define the goal
Set the outcome and how you will measure it.
2
Choose the right approach
Start with an existing model. Compare simpler options before training.
3
Evaluate and deploy
Compare a retrieval baseline before spending on training.
DATAPrivate data boundary
COMPUTEBudget-aware compute
CONTROLHuman approval
HOW IT WORKS
From an idea to
AI you can use.
01
Describe your goal
Tell Arcence what you want to build.
02
Choose your controls
Set your data, budget, and priorities.
03
Review the plan
Choose a path and see the tradeoffs.
04
Build with confidence
Test, approve, and deploy your system.
THE PLATFORM
The work behind the AI,
in one place.
Arcence is designed to bring the decisions, tools, and evidence of model engineering into one connected workflow.
Make resources count
Plan compute budgets, GPU jobs, memory, and KV cache with visibility into cost and performance tradeoffs.
Test what matters
Compare baselines, track evaluations and provenance, and review the evidence before release.
Run where you need it
Design for cloud, customer VPC, local infrastructure, or compatible disconnected environments.
YOUR INFRASTRUCTURE, YOUR CHOICE
More visibility.
More control.
See the resources behind your AI, choose a profile, and keep the decisions that matter in your hands.
Planned monitoring experienceResource control
Illustrative previewOne view of your workload
Operating profile
Choose what matters most
GPU scheduling & budgets
CPU, RAM & accelerator
Context & session capacity
EXAMPLE PERFORMANCELatency 200 msThroughput 50 tok/s
Balanced profile · Sample values only, not measured results
THE ASSURANCE PLANE
Trust is built
into the workflow.
From research to release, Arcence is designed to keep the decisions, checks, and evidence behind your AI connected.
Planned across Research OS + Foundry OSKnow what went in.
Track model, data, and license information throughout the project.
Know what was tested.
Compare baselines and capture results, limitations, and changes.
Keep people in control.
Review important decisions and approve a release before deployment.
Keep the evidence.
Connect release history, monitoring, and rollback to the system you operate.
RESEARCH + ENGINEERING
Research and engineering,
connected.
From first principles to a working system, with evidence connecting every step.
Explore what's possible.
Design and investigate the intelligence behind the model.
- Architecture design
- Experiments & RL environments
- Interpretability & evidence
Put your ideas to work.
Turn a model into a system your team can use and control.
- Data, models & training
- Evaluation & approvals
- Deployment & monitoring
THE MARKETPLACE
Everything you need,
closer together.
Discover public datasets, models, compute providers, and useful tools in one planned workflow—without piecing everything together yourself.
Explore the marketplace →01Public datasetsDiscover useful sources
02Models & recipesFind a starting point
03GPU providersChoose where work runs
04Evaluations & toolsBuild with confidence
BUILT FOR REAL-WORLD WORK
Different challenges.
One flexible foundation.
Explore how a controlled AI workflow could support your team.
AI startups & SaaS
Turn product knowledge and feedback into useful AI experiences.
Healthcare & biotech
Bring research and evidence together in a controlled workspace.
Finance & legal
Help teams navigate contracts, policies, and risk.
Industrial & defense
Bring intelligence closer to demanding operations.