AI Agents for Data & Analytics
Turn messy, fragmented data into standardized, decision-ready insight — with agents that clean, normalize, and analyze your data securely inside your own environment.
From Fragmented Data to Decisions
Data arrives inconsistent, siloed, and hard to trust — and every question means another ticket for the data team. Vervelo's data agents standardize the inputs and open up self-service analytics, all running securely inside your own stack.
Data Standardization Agent
Clean, normalized, mapped data
Ingests disparate, inconsistent data and cleans, normalizes, and maps it to common schemas and standards — so downstream systems and analytics can actually trust it.
- Cleansing & de-duplication
- Schema & standards mapping
- Consistent, trusted data
Analytics Agent
Natural-language analytics
Ask questions in plain language and get charts, insights, and written narratives back. Self-service analytics for everyone — no SQL or BI bottleneck required.
- Ask in plain language
- Charts & auto-narratives
- Self-service for every team
Why it works
Data Infrastructure You Stay in Control Of
Pipelines You Can Trust
Standardization runs continuously, so analytics are built on clean, consistent data.
Runs on Your Data Stack
Deploy alongside your warehouse and lake — data stays in your own environment.
Insight for Everyone
Non-technical teams get answers directly, freeing data teams for deeper work.
Powered by the Vervelo Agent Platform
Open Source. On Your Infrastructure.
Data agents run on our open-source platform — deployable in your cloud, on-prem, or air-gapped — so your data never has to leave your environment to be standardized or analyzed.
Secure, Standards-Aligned Data Handling
Data agents are built with audit logging, access controls, and safe data handling aligned to standards like SOC 2, GDPR, and HL7 FHIR for healthcare data — and because you self-host, sensitive data stays inside your environment.
Vervelo is a digital-health software partner blending deep clinical insight with world-class engineering to build tailored, secure, interoperable healthcare platforms.
Benefits of custom software solutions
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You fully own IT consulting and software delivered
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You get a highly personalized solution
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Customize and integrate seamlessly
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On-demand scalability is always possible
Frequently Asked Questions
Have a question that needs a human to answer? No problem.
Speak to our sales team now → What do Vervelo's Data & Analytics agents do?
They turn messy, fragmented data into standardized, decision-ready insight — cleaning, normalizing, and analyzing data securely inside your own environment, rather than sending it to a third party.
What is the Data Standardization Agent?
It ingests disparate, inconsistent data and cleans, normalizes, and maps it to common schemas and standards, so downstream systems and analytics can trust the data. Core capabilities include cleansing & de-duplication, schema & standards mapping, and producing consistent, trusted data.
What is the Analytics Agent?
It's a natural-language analytics tool — you ask questions in plain language and get back charts, insights, and written narratives, without needing SQL or waiting on a BI team. It's designed as self-service analytics for non-technical teams.
Why do I need a standardization agent before analytics?
Because data typically arrives inconsistent and siloed, and every question otherwise becomes a ticket for the data team. Standardization runs continuously in the background so analytics are always built on clean, consistent inputs.
Where does the data live — do I have to send it to Vervelo's servers?
No. The agents run on your own data stack — deployed alongside your existing warehouse and lake — so your data stays inside your own environment rather than leaving it.