Who We Serve
Platform Architecture
Data Ingestion
Connect to your existing data sources - licensed, private, in the cloud, or in clean rooms.
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Semantic Layer
Encodes healthcare specific meaning, definitions, metrics and logic directly into the data:
Agentic Architecture
Instead of a single “chatbot,” specialized agents use governed, structured data to produce answers you can trust:
Planner Factory Composer models
Vector Search
Explainability, Transparency, Data Provenance, Lineage
Workflows
Once your data is structured and governed, it becomes the foundation for decision-driven workflows (not just a dashboard).
Segmentation & Targeting
Health Equity
Outcomes Research
Network Adequacy
Self Funded Plans
SemantIQ Layer
The Semantic Layer for Healthcare.
SemantIQ turns raw claims data into a unified, healthcare-native semantic model that both humans and AI can understand. It standardizes meaning across sources, encodes healthcare logic, and ensures every answer is consistent, governed, and auditable. This enables a single source of truth, portable logic, and trusted answers across all your data.
Context Engine
Ask Questions. Get Real Answers.
A domain-trained context engine for healthcare claims that understands medical codes, clinical logic, and business rules. Natural language questions become precise, auditable, multi-step analyses with full transparency and governance.
Purpose Built Workflows
From Question to Action, Built-in.
Pre-built workflows for the most important commercial, analytical, and population use cases. Go from exploration to decision to activation without stitching together tools or dashboards. This enables repeatable decisions, faster execution, and operational impact.
What this Changes
Speed to Insight
What used to mean tickets, dashboards, and weeks of time now happens in minutes.
Governance by Design
No more arguing about definitions, numbers, or logic. The platform enforces consistency.
Compounding Intelligence
Every workflow and insight becomes reusable institutional knowledge.
Still have questions?
Let's break it down...
How is this different from BI tools, data warehouses, or notebooks?
Those tools move data around. SemantIQ encodes meaning, logic, and governance into the data itself and makes it operable by both humans and agents.
Why is it so hard to get insights from claims data without AI?
Healthcare claims data is complex, fragmented, and locked behind technical workflows that require specialized expertise. SemantIQ's platform removes this friction by allowing you to ask questions in plain English and get clear, reliable answers without waiting days or weeks for manual analysis.
How quickly can I get answers to my marketing or analytics questions?
Most insights that traditionally take days or weeks can be generated in minutes. Automated, agent-driven workflows replace manual SQL queries and ad hoc requests, helping you move from question to action much faster.
Do I need to know SQL or healthcare coding to use this?
No. You can explore claims data using natural language. The platform understands healthcare-specific concepts like ICD, CPT, NDC, and payer logic for you, while still allowing advanced users to review the underlying logic if needed.
Can I trust and validate the insights I'm seeing?
Yes. Every insight includes full transparency into how it was generated, including AI reasoning, SQL queries, and data lineage. This ensures confidence, auditability, and alignment with internal governance requirements.
How much control do I have over my data?
You maintain full control over your licensed claims data. The platform works with the data you choose and allows you to migrate between providers while preserving consistent workflows and user experiences.
Can I inspect and validate the outputs?
Yes. All logic, transformations, and sources are visible and traceable.
Where does my data live?
In your environment. SemantIQ connects to your data and respects your existing policies and controls.
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