AI on top of trusted data
Question answering, report drafting, and anomaly monitoring with governed AI agents built on validated data, with evaluations proving accuracy.
Business users want to ask questions of their data in plain language, and analysts want help drafting reports and spotting anomalies. AI can do this well, but only on trusted data, with access controls, and with evaluations that show it is right.
We build AI agents that query validated data models through approved tools, respect each user's access, show their work, and are evaluated against real questions. Analysts stay in the loop for anything published.
Things to keep in mind
- AI amplifies bad data. Fix the foundation first.
- Log every query and answer for review.
- Set cost and latency budgets for agent queries.
How it works
Confirm the foundation
Make sure the data model and metrics are reliable first.
Define tools and access
Agents query approved models within each user's permissions.
Build evaluations
Real questions with known answers measure accuracy.
Release with review
Analysts review outputs before they are shared widely.
Frequently asked questions
Can business users ask questions directly?
Yes, within their permissions, with answers that show the underlying query and data.
How do you prevent wrong answers?
Evaluations, grounding in validated models, and analyst review for anything published.
More for data & analytics
Data pipelines and warehouses
Reliable pipelines, documented models, and validation and reconciliation checks that make analytics trustworthy for data teams and analytics firms.
See how it works →INFOFractional data leadership
Senior direction for data strategy, platform decisions, team structure, and vendor choices for companies building or rescuing analytics.
See how it works →DATAProduct and customer event data
Design and implement event tracking that produces clean, consistent behavioral data for analysis, experiments, and AI.
See how it works →Talk through Syntonyl Agents for your business.
Tell us what needs to work better. We reply within one business day with a clear next step.