Finance Teams
Defensible numbers for board decks and filings.
$48.2M
Secure, Governed Analytics.Powered by Trusted Agents.
Ask questions, get trusted answers - on a secure platform your enterprise can rely on.
Trusted AI agents Reason across governed data to deliver reliable answers
Certified metrics only No invented or conflicting numbers
Role-based access Every user sees only what their role permits
Audit-grade traceability Trace and record every question, query and answer
Connects to any data source - warehouses, databases & spreadsheets
SnowflakePostgreSQLBigQueryMongoDBDatabricksMySQLAmazon RedshiftRedisSQL ServerGoogle SheetsOracleElasticsearchExcelMariaDBGoogle CloudApache SparkAirtableAzureSQLiteTableauSnowflakePostgreSQLBigQueryMongoDBDatabricksMySQLAmazon RedshiftRedisSQL ServerGoogle SheetsOracleElasticsearchExcelMariaDBGoogle CloudApache SparkAirtableAzureSQLiteTableauSnowflakePostgreSQLBigQueryMongoDBDatabricksMySQLAmazon RedshiftRedisSQL ServerGoogle SheetsOracleElasticsearchExcelMariaDBGoogle CloudApache SparkAirtableAzureSQLiteTableau
AI-first
AI isn’t a feature here. It’s how every answer is made.
Intelligence runs through every layer of Quaeris - from understanding your question to citing the metric behind the answer. Agents don’t just fetch data; they reason over your governed semantic layer to deliver answers your whole team can trust.
Natural-Language Queries
Ask in plain English. Agents translate your question into governed queries against the semantic layer - no SQL, no waiting on the data team.
Smart Semantic and Context Layer
Unlike traditional BI tools requiring months of modeling, Quaeris automatically learns your business definitions and data relationships as you interact.
Trusted responsible Agents
A conversational analyst that turns questions into answers, charts, and next steps across your entire warehouse.
Data+Documents+Collaborations
Every answer maps to certified metrics and definitions, so the number you see is the number everyone else sees.
Predictive & Proactive Insights
Agents forecast, flag anomalies, and diagnose root causes - sending proactive alerts to your inbox or Slack before issues impact your business.
Source Citations & Lineage
Each result cites the tables, metrics, and logic behind it. Trace any number back to its source in one click.
Explore the Quaeris platform
Upload any document, contract, financial statement, or compliance file and ask questions directly from it. Every answer is sourced, cited, and ready to share.
Talk to Us
Governed analytics,
tuned to how you're regulated.
Data Teams
Certify once, stop re-answering the same question.
net_revenue
Compliance
Every answer pre-audited, access enforced at query time.
100% Logged
Warehouse-Native & Secure
Your data never leaves your warehouse.We bring the agents to it.
QuaerisAI securely connects to Snowflake, BigQuery, Databricks, Redshift and Synapse - without moving your data. Access is role-based, and every question is logged.
Architecturepush-down execution
Audit Trail
- 09:14:03 UTCJohn asked a question"What was Q3 net revenue for APAC?"user: john@co · role: Analyst
- 09:14:03 UTCRole verified · Scope: APACFinance data access confirmed. Row-level filter applied.Scope: APAC
- 09:14:04 UTCMatched certified metricnet_revenue v3 · Owner: FP&A · Certified 2026-04-12Certified v3
- 09:14:05 UTCQueried FINANCE_DW in placeFINANCE_DW.fct_revenue · Snowflake push-down0 rows copied · 0 egress
- 09:14:06 UTC$48.2M returned · +6.1% QoQAnswer delivered to John. Audit record written.Audit #A-10293
- 09:17:44 UTCMarketing user asked a question"What was Q3 net revenue for APAC?"user: mktg-user@co · role: Marketing
- 09:17:44 UTCRole check: MarketingScope evaluated: Finance datasets not in role grants.No Finance Scope
- 09:17:44 UTCAccess denied at query timeQuery blocked before warehouse execution. No data touched.Audit #A-10294
What our users are saying
CFOs, data leaders, and analysts across finance, insurance, and retail - in their own words, with the outcomes they measured after deploying Quaeris.
Sofia Reyes
Orbit Analytics
The lineage view alone justified the rollout. Anyone can click an answer and trace it straight back to the source table - so we stopped re-litigating numbers in every meeting and started acting on them. That transparency is what governance actually looks like.
Devon Walsh
Lumio Retail
Every analytics AI we tried invented numbers when it didn't know the answer. Quaeris is architecturally different - it queries governed metrics, so it simply can't hallucinate. That's the part our board cared about.
Aanya Tan
Vertex Health
I was wary of giving executives direct query access. Role-based controls meant I didn't have to be - everyone sees only what their role permits, enforced at query time, not bolted on after.
Marcus Hale
Kova Finance
My analysts had become the pipeline - every question turned into a ticket. Now finance asks in plain English and gets a sourced answer in under a minute. The backlog just disappeared.
Hannah Brooks
Meridian Insurance
Quarterly regulatory submissions took three weeks of reconciliation. With certified metrics and automatic lineage on every answer, we're done in four days - and examiners stopped asking where the numbers came from.
Chris Jordan
Cedar Group
We'd spent years and real budget on a modern stack almost nobody used. Quaeris pushed self-serve adoption past 40% in a quarter and cut our BI dev spend by 70% - without another hire.