A foundation for the domain
Model the terminology, observations, relationships, and outcomes that matter in a field. Connect specialist data with verifiable task criteria and expert review.
Domain data & provenanceHelm / Models / Domain → company → decision
Models grounded
in the work.
Helm’s vertical foundation models connect domain data, specialist knowledge, and task outcomes. Adapt intelligence to the industry, the company, and the decisions its systems make.
Talk to HelmSpecialist knowledge.
Operational intelligence.
Model development, evaluation, and serving belong to the same workflow. Connect the foundation for a domain with the context of a company and the bounded choices of an agent or robot.
- Connected evidence
- Specialist datasets · Expert judgments · Multimodal observations · Task criteria
- Part of the product
- Domain models · Company adaptation · Decision components · Evaluation evidence
Intelligence for the company
Adapt the domain foundation to an organization’s policies, examples, permissions, and operating context. Keep company-specific knowledge tied to its source.
Company intelligenceModels for the next decision
System 1 models produce structured choices for routing, computer use, review, and high-level robot skills. Define the permitted outputs and uncertainty handling for the task.
System 1 decision modelsEvaluation across the full system
Compare the model, harness, and complete agent. Measure task quality, error patterns, latency, and cost against the chosen baseline and independent examples.
Model, harness & agent evaluationOne connected system.
From knowledge to action.
The same expertise.
Across every stage of the work.
- 01 / Know
Company intelligence
Knowledge, policies, memory, and expert decisions.
↗ - 02 / Learn
Vertical & decision models
Domain foundations, company adaptation, and System 1 choices.
↗ - 03 / Rehearse
Behavioral & physical environments
People, populations, task worlds, and full-system evaluation.
↗ - 04 / Act
Runtime & physical operations
Judgment, routing, inference, coordination, and recovery.
↗ - 05 / Improve
Data, provenance & outcomes
Field evidence, reviewed corrections, custody, and learning rights.
↗
Outcomes and reviewed corrections feed back into company knowledge, models, and environments.