Analytics & AI products · AgentML
Agentic data science, with guardrails.
AgentML runs every analysis through a governed loop on top of AutoML, with reusable domain and use-case skills and a person approving each step, so data science teams move faster without losing control.
Impact
~90%faster exploratory analysis
~80%faster model pipeline
Every stepapproved and audited
Early results from internal testing.
Faster analysis
Hours of exploratory work done in minutes.
Guardrails built in
Standard procedures, approvals and a full audit trail.
Knowledge that stays
Expertise captured as reusable skills.
How it works
From input to output in 5 steps.
Hours for an exploratory analysis
Before
5–6 hours
With AgentML
30 minutes
- 1PlanPropose the analysis
- 2ApproveA person signs off
- 3ExecuteRun on AutoML
- 4ValidateCheck results against rules
- 5LearnCapture what worked as a skill
Capabilities
What's inside
Domain skillsSchemas and cohort rules for major tumour types and respiratory.
Use-case skillsEnrichment and propensity, reusable across therapy areas.
Tool modulesProfiling, deployment and reporting.
Audit trailEvery step and approval recorded.
Skills for
BreastLungProstateAsthmaCOPD
Powers these solutions