For Analysts

You were hired to find insights.Not pull spreadsheets.

QuaerisAI eliminates the ad-hoc data pull. Ask any business question in natural language and get a sourced, governed answer instantly, so you can spend your time on the work that actually needs you.

Book a Demo

No SQL required

Every answer fully sourced

Connected to your existing stack

The Analyst's Challenge

You have the skills.You never have the time.

Analysts spend the majority of their week on data extraction and report maintenance. The strategic work they were hired for gets pushed to the end of the queue.

Buried in Ad-Hoc Report Requests

Every business question lands on your desk. The queue grows faster than you can clear it. The strategic analysis you were hired to do keeps getting pushed back by another one-off data pull.

Manual Data Extraction and Reconciliation

Getting data from multiple systems requires exporting, joining, and cleaning in a spreadsheet. A question that should take two minutes takes half a day of preparation before you can even begin the analysis.

Dashboard Maintenance That Never Ends

You spend more time maintaining dashboards than interpreting them. Every schema change, every new requirement, every broken filter comes back to you. The work compounds and never clears.

Version Control and Data Consistency

Multiple teams working from slightly different datasets create conflicting numbers. You spend hours reconciling versions before presentations. The same question gets three different answers depending on who pulled the data.

No Time Left for Strategic Work

You joined to do analysis that drives decisions. Instead, you are the data pipeline. The modelling, forecasting, and insight work you were hired for gets pushed to evenings and weekends.

Access Bottlenecks and Approval Chains

Getting access to the data you need requires tickets, approvals, and waiting. By the time access is granted, the question has already been answered by a less reliable source or the moment to act has passed.

Core Capabilities

Less pulling data.More finding what matters.

Four capabilities built around how analysts actually work. From instant natural language queries to proactive alerts that surface insights before anyone asks.

Ask Anything. Get a Sourced Answer Instantly.

Ask any business question in natural language and get a governed, sourced answer in seconds from every connected data source. No SQL. No dashboard navigation. No waiting on anyone else.

✓Natural language queries across your entire data warehouse
✓Every answer sourced and traceable back to origin
✓Ad-hoc queue eliminated for routine data requests

Eliminate the Manual Report Pull

Stop rebuilding the same reports every week. Schedule recurring data extractions, set up automated summaries, and free yourself from the ad-hoc queue. Spend your time on analysis, not data preparation.

✓Recurring report workflows automated end-to-end
✓Scheduled summaries delivered to the right person at the right time
✓Every output sourced and traceable, no manual verification required

Surface Insights Before Anyone Asks

Set thresholds and let agents notify you when metrics move outside expected ranges. Stop waiting to be asked the question. Start surfacing what matters before your stakeholders notice it.

✓Threshold alerts on any metric across connected data sources
✓Anomaly detection surfaces unexpected changes automatically
✓Alerts routed to the right person with context attached

Share Findings With Sources Attached

Every answer you share comes with its data source, query lineage, and access log attached. No more "where did this number come from?" conversations. Your analysis is defensible from the moment it leaves your hands.

✓Share queries and findings with source citations included
✓Stakeholders can verify lineage without coming back to you
✓Full audit trail on every shared insight

Security and Governance

Your data staysinside your perimeter.

Every answer QuaerisAI surfaces is permission-enforced, sourced, and logged. You never have to wonder whether the number is right or whether you were supposed to see it.

Deploy on your own Kubernetes infrastructure. Your data never leaves your network.

Users see only what they are authorised to see. Data-level permissions enforced at every query.

Every query, every answer, every data access is logged and traceable. PCAOB-ready by design.

Connect OpenAI, Anthropic, Google, or Meta. Switch models as the landscape evolves. No rebuild required.

FAQ

Questions analysts ask us.Before they sign.

1.Can I use QuaerisAI without SQL skills?

Yes. QuaerisAI is built for natural language queries. You ask your question the way you would ask a colleague and get a sourced, governed answer in seconds. No SQL coding, no technical training, and no data engineering support required.

2.How does QuaerisAI reduce the ad-hoc request queue?

When any business team member can ask a question and get a governed answer directly, the requests stop coming to you. QuaerisAI gives non-technical stakeholders self-service access to governed data, freeing analysts to focus on strategic work.

3.What data sources does QuaerisAI connect to?

QuaerisAI connects to Snowflake, BigQuery, Redshift, Databricks, Azure Synapse, SAP, Oracle, Salesforce, SharePoint, and more. A single question can span all connected sources and return a consolidated, sourced answer.

4.Does QuaerisAI replace dashboards?

QuaerisAI does not replace your BI stack. It activates it. Instead of navigating dashboards, your team asks questions and gets governed answers directly. Dashboards remain for monitoring and visualisation. QuaerisAI handles the one-off question and ad-hoc analysis layer.

5.How accurate are QuaerisAI's answers?

Every answer is sourced and traceable back to the origin data. QuaerisAI does not generate answers from memory or inference. It queries your connected data sources directly and returns results with full lineage attached. If a figure looks wrong, you can trace exactly where it came from.

6.Can QuaerisAI help automate regular reports?

Yes. You can schedule recurring data extractions and summaries that run automatically. Weekly revenue reports, monthly board pack data, and pipeline summaries can all be automated, removing the manual pull from your weekly routine.

7.Is my data secure when I use QuaerisAI?

Yes. QuaerisAI is fully containerized and Kubernetes-native. Your data never leaves your network. Role-based access is enforced at every query. Every query is logged and traceable. On-premises deployment is available for organisations with strict data residency requirements.