01
Your model.
Trained on your data. Fine-tuned to your domain, your decisions, and your definition of good work.
Meet your model
Introducing
Marc1 Model Studio
Build your own specialized model, trained on your knowledge and designed for high accuracy in the work that matters to you.
Your data. Your model. Engineered by Marc1.
01 / How it works
Your model. Your harness.
Your reliable workflows.
The right model is only the beginning. We build the system around it, so your AI can carry the work from the first input to a verified result.
02
Your harness.
A smart system around the model. The knowledge, tools, and checks it needs to act reliably.
Explore the harness03
Your reliable workflows.
The complete system, evaluated against real tasks and clear standards. Ready for the work that matters.
See the whole system
Marc1 Model StudioMade for your domain.
03 / The model
Trained on your data.
Fine-tuned to your specification.
Your work has its own language, context, and standards. Your model should, too.
Your data is the foundation.
Domain records, expert demonstrations, and the difficult cases that make your work different.
Your specification sets the standard.
Fine-tuning for the decisions, tool use, and output formats your workflows demand.
Your benchmark defines ready.
Evaluation on held-out tasks, with release criteria agreed before deployment.
04 / The smart harness
Intelligence, equipped
to finish the job.
A model needs more than a prompt. The harness connects everything it needs to move through your workflow, with control at every step.
The right context, at the right moment.
Retrieval connects each task to your documents, records, and domain knowledge.
Connected to the work.
Your APIs and business systems, with clear permissions for every action.
Continuity across every step.
Task state keeps track of decisions, tool results, and what needs to happen next.
A standard for every result.
Validation, execution traces, and human review when the task calls for it.
THE SMART HARNESSBetter work.
Better work.
By every measure.
Optimizing your workflows01—03
Accuracy
99 %Tasks completed correctly
Cost reduction
80 %Lower cost per completed task
Time saved
1000+ hrsHours returned to your team
Accuracy. Efficiency. Time back.