- Set the sources, permissions and rules for every project
- Keep metrics consistent with shared definitions
- Measure quality over time with golden queries
The agentic data platform
Move fast without
drifting apart.
Turn data into a story your whole company can act on. Ask why the number moved and get an answer you can defend — in minutes, not weeks.
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What QueryStory does
Where other tools stop, QueryStory keeps going.
Individual questions turn into a unified business narrative and decision-ready decks or dashboards that stay up to date.
- Publish as a deck, doc, dashboard, or message
- Follow-ups happen in the same thread
- Updates as underlying data changes
- Combines analysis into a narrative leaders can use
- Transparent sources, assumptions, and lineage
- Reusable across teams and cycles
- Plain language access across data and docs
- Built-in governance and accountability
- Saved work your team can build on
What QueryStory delivers
Functional focus,
enterprise scale.
Create the output you need to drive decisions. From sources you already rely on to novel ones that inspire and drive alignment.
RevOps
- Account reviews from the latest context
- Pipeline changes into next-best actions
- Forecast prep with the work already done
Finance
- Variance into clear actions
- Board-ready metrics with clear audit trail
- Understanding of real forecast drivers
Marketing
- Full customer journey for every campaign
- Campaign attribution that holds up
- Payback proven with confidence
Sales
- Action signals that close deals
- Clear guidance for pipeline effectiveness
- Status updates that land with management
Operations
- Process bottlenecks resolved
- Agentic solutions that understand total cost
- End-to-end system for problem solving
Data & Analytics
- Stories that move people to action
- Metric definition and governance
- Analysis with auditabiity and steering
What QueryStory reads
Structured data. Unstructured context. Everything in between.
Connect all your existing data sources, and the novel ones you wouldn’t expect. This means warehouses and CRMs, but also call recordings, decks, and old spreadsheets, under the permissions you already have.
Works with:
Enterprise ready
Works where your data lives.
Your data stays in your cloud, in your region, on infrastructure you already control.
The AI that works on it is governed by a management system independently audited to international standards for responsible AI. Nothing trains on your data. Nothing leaves without your say.
Certifications
FAQs
Frequently
asked questions
Clear answers to common questions about setup, security, and more.
An agentic data platform helps organizations turn data into trusted decisions and action. Unlike traditional data platforms that primarily store, manage, and analyze data, an agentic data platform understands business context, reasons across information, generates decision-ready recommendations, and helps teams execute and adapt as conditions change.
It combines data management, business context, AI-powered analytics, and decision workflows in a single platform. This allows organizations to connect structured and unstructured information, preserve organizational knowledge, produce explainable recommendations with traceability, and coordinate follow-through as new information becomes available.
In short, an agentic data platform supports the entire decision lifecycle (from data to context to insight to action) within a governed system that organizations can trust.
No. You don't have to replace your data warehouse or existing tools.
QueryStory is designed to work with the technology you already use, including data platforms like Snowflake, Databricks, and BigQuery, as well as business applications, documents, and other enterprise systems. Instead of requiring you to migrate or rebuild your stack, QueryStory connects to your existing data and knowledge while respecting your existing permissions and governance.
This allows you to add AI-powered business context, decision intelligence, and workflow automation on top of your current investments, without disrupting the systems your teams already depend on.
Building an AI demo is relatively easy. Building an enterprise-ready AI platform is much harder.
Large language models are powerful reasoning engines, but they don't provide everything organizations need to make trusted business decisions. If you build directly on an LLM, you're also responsible for connecting data across systems, enforcing permissions, maintaining business context, tracking lineage and citations, monitoring quality as data changes, and building the workflows and governance needed for people to trust and act on AI-generated recommendations.
QueryStory provides that foundation out of the box. Instead of spending months or years building and maintaining AI infrastructure, your team can focus on solving business problems and delivering value using a platform designed for governed, explainable, and operational AI.
Copilots and chat-over-data tools are primarily designed to answer questions and generate responses on demand. They can help you find information or analyze data, but the work often stops with the answer—leaving your team to validate the result, add the necessary business context, turn it into a usable output, and figure out what happens next.
QueryStory is built for the full decision lifecycle. It connects data and business context to produce decision-ready outputs that include the definitions, assumptions, owners, permissions, and lineage needed to understand and trust the result. It then helps operationalize the decision by routing work, assigning next steps, managing approvals, and re-checking outputs as the underlying data or context changes.
The difference is what happens after the answer. Instead of generating one-off responses, QueryStory helps organizations create shared understanding and repeatable decisions that drive action.
No. Your data is not used to train or improve our foundation models.
QueryStory uses your data to generate outputs for your organization, subject to your access controls and permissions. Your data is not shared across customers or used to train models for other organizations.
Your data remains part of your organization's governed environment, not a source of training data for our models.
Get started
Bring your latest challenge. Leave
with a decision-ready output.
Tell us what you’re trying to solve. We’ll show you how it works.
REQUEST DEMO