Talk to your data.
Get answers you can act on.
SquareShift's Conversational BI lets anyone on your team ask a question in plain English and get a governed, accurate answer in seconds — no SQL, no dashboard hunting, no waiting in the analyst queue.
Conversational BI
Which regions beat their revenue target last quarter?
Answer · grounded on your metrics
West and Northeast exceeded target; APAC came in 8% under.
Now break the West down by product line.
Plain-English queries
Governed at the source
Answers in seconds
What a modern Conversational BI platform gives you
Put self-service analytics in the hands of every team — with the governance and accuracy your data leaders demand.
Ask in plain language
Pose questions the way you'd ask a colleague. No SQL, no query builder, no dashboard training — just a conversation that returns a real answer.
Live, on-demand insight
Pull fresh numbers straight from your warehouse and business systems. No scheduled report to wait for, no analyst to flag down.
Context that carries over
The assistant remembers what you just asked, follows up naturally, and shapes each answer to your role and data permissions.
One view across sources
Query your warehouse, CRM, ERP and cloud apps through a single interface — no jumping between tools to stitch the picture together.
Charts, generated for you
Every answer arrives in the clearest form — the right chart, table or summary picked automatically, with the reasoning in plain words.
Governed and role-aware
Existing permissions are respected on every query, sensitive fields stay protected, and every request is logged for audit.
Why data leaders and business teams choose conversational analytics
Cut the analyst backlog, shorten decision cycles, and give everyone dependable self-service answers.
Answers in seconds
Requests that used to take days of back-and-forth now resolve in the moment, so decisions stop waiting on a reporting queue.
Nothing to learn
Skip the onboarding sessions. Anyone can type a question in everyday business language and get a clear, correct answer back.
AI-native by design
Not a legacy BI tool with a chat box bolted on. The system reads intent, learns from how your teams ask, and surfaces useful answers from the first day.
Understands the messy questions
Synonyms, vague phrasing and follow-ups are handled gracefully — and when a question is genuinely ambiguous, it asks rather than guesses.
Enterprise-ready scale
Handles many concurrent users and large datasets while fitting into the infrastructure, security and governance you already run.
Compliant by default
Role-based controls, query logging and consistent audit trails mean self-service never comes at the cost of governance.
Three ways your team meets its data
Ask a question. Watch it build. Reshape it by talking.
The same conversational layer powers a traceable Q&A, a dashboard that assembles itself, and reports you can rearrange without touching a chart builder.
Answers with receipts
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Open the exact source document from every answer.
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Governed data for numbers. Documents for context.
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View every file upfront in the Data Sources panel.
THE ARCHITECTURE BEHIND IT
A governed semantic model on Looker, answered with Google’s Vertex AI and Gemini.
This is the path a business question travels, described plainly for a technical decision-maker.
Business question, asked in natural language.
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Resolves to an approved metric in the semantic layer.
Passes the user’s permission check.
Returns a governed answer that can show its calculation.
A follow-up question stays in the same governed context.
Looker — governed semantic model
Access controls & row-level security
Vertex AI & Gemini — Google model platform
BigQuery — the data layer
Explainability — surfaces the calculation
WHERE SQUARESHIFT ENTERS
SquareShift designs the semantic-model coverage, the permission model, the conversation-context handling, and the explainability — the mechanism the page is built on. We engineer the governed layer; we do not just connect a chatbot to it.
HOW WE DELIVER IT
Deploy Conversational Analytics Without Disrupting Your BI.
Start with the first decisions
We set up the governed data behind your first questions — nothing you don’t need yet.
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Test on real questions
We check the answers against the questions your team actually asks, before anyone relies on them.
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Pilot with a feedback loop
A small group uses it for real, tells us what’s off, and we tune it.
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Expand once it’s trusted
Add more decisions after the first set is working and trusted.
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Conversational BI for Every Business Function
Tuned to the metrics, controls and questions that matter in your sector.
Enterprise Sales Intelligence
Enable sales leaders to ask questions about pipeline, conversions, and territory performance in natural language, accelerating forecasting and improving win rates.
Retail & e-commerce
Let merchandising and store teams interrogate sales, inventory and customer trends in real time, so pricing, stock allocation and promotion calls shift from days to minutes.
Manufacturing & supply chain
Unite ERP, MES and supply-chain data behind one conversational interface for quick answers on output, quality, supplier performance and stock — and faster reactions to disruption.
What a modern Conversational BI platform gives you
Put self-service analytics in the hands of every team — with the governance and accuracy your data leaders demand.
Databases & warehouses
BI Platforms
Enterprise apps
Cloud platforms
Where Teams Work
Delivery Experience
Better BI. Smarter Conversational Analytics.
Reporting a business can defend — a BI migration, real-time analytics, and compliance reporting SquareShift delivered.
Digital Learning Platform
Daily reporting for 1.5M+ learners moved from Domo to Looker without going dark.
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