Unify the question
Translate an ambiguous business request into metrics, scope, segments, and acceptance criteria.
HUMIRIS FOR DATA ANALYTICS
Move from business question to governed decision.
Humiris coordinates data agents, warehouses, notebooks, and business context so analysts can investigate faster and deliver answers leaders can act on.
02
One question. Evidence, analysis, action.
QueryDiagnoseRecommend
FROM QUESTION TO COMPLETED WORK
Orchestrate the whole workflow.
Not just the answer.
LIVE WORKFLOW02 / HUMIRIS
INTENTION“Why did activation fall after the latest launch?”
CONTEXTWarehouse metricsProduct eventsCustomer feedback
ORCHESTRATION01Validate definitions02Segment behavior03Test hypotheses
VERIFIED OUTPUTCited diagnosis + action planComplete
WHY HUMIRIS
Capacity that compounds.
Coordinate the analysis
Run SQL, Python, retrieval, and specialist models in the right sequence or in parallel.
Close the decision loop
Return the evidence, recommendation, dashboard, and next actions as one completed task.
HIGH-VALUE WORK
Built around the work your team already owns.
Root-cause report
Metric diagnosis
Find where a KPI moved, which segments explain it, and whether the signal is statistically credible.
Product decision
Product performance
Compare launches, cohorts, and retention patterns against qualitative customer context.
Decision dashboard
Executive reporting
Generate recurring, cited business reviews from governed definitions and live sources.
Managed queue
Request triage
Prioritize analytics requests, gather missing requirements, and route work to the right runtime.
EXAMPLE / PRODUCT ANALYST
“Compare launch adoption and day-30 retention, then recommend where we should invest.”
Analysis ends with a decision and an owner.Frame
Confirm cohorts, comparison windows, success metrics, and important exclusions.
Investigate
Query governed metrics and run segment analysis across product and customer context.
Verify
Check data quality, alternative explanations, and confidence before forming a conclusion.
Activate
Deliver an interactive report, recommendation, and a draft action plan for the product team.
CONTROL PLANE
Move faster without giving up authority.
Metric governance
Use approved definitions, semantic layers, and role-based access instead of inventing calculations.
Reproducible work
Keep queries, transformations, sources, and reasoning available for review and reruns.
Bounded execution
Control which data, tools, and actions every agent is allowed to use.
EXPLORE SOLUTIONS
Humiris across the organization.
HUMIRIS UNLIMITED