The intelligence layer for business
Ask your business.
Know what matters.
QuerySafe is building an intelligence layer that helps businesses understand their data, interact naturally with information, and turn knowledge into action.
Our flagship, QuerySafe Intelligence, securely connects to your BigQuery data and answers complex business questions in seconds. Questions that could otherwise take hours or days of analysis.
Connects to Google BigQuery
- In productionIn production with a large Indian public-sector energy enterprise
- Built onGoogle BigQuery
- From the team atMetricVibes
- Based inNoida, India
Your data already knows the answer.Getting to it shouldn't take days.
Businesses generate enormous amounts of information: transactions, customers, products, suppliers, inventory, operations and revenue. The problem isn't always collecting more data. The problem is turning that data into answers quickly enough to matter.
Our flagship
QuerySafe Intelligence
Know.
Ask questions about your business in natural language and turn complex data into understandable, actionable intelligence.
QuerySafe Intelligence securely connects to your BigQuery environment and helps people explore business information without understanding database structures or writing SQL for every question.
- Understand
- Query
- Analyze
- Explain
- Explore
Built from a real problem
Three years of working with data led us here.
Businesses weren't short on data.
They weren't short on dashboards.
They weren't necessarily short on analysts.
They were short on immediate answers.
QuerySafe Intelligence wasn't created because AI became fashionable. It emerged from years of working with business data throughMetricVibes, our analytics and MarTech consultancy. We saw organizations collect more data, build more dashboards and generate more reports. Yet one problem remained.
MetricVibes helped us understand the problem. QuerySafe is what we're building to solve it.
We stopped building another dashboard.
We started building a way to ask the data directly.
Through MetricVibes
Years of analytics work across implementations, dashboards and reporting for businesses in several markets.
The pattern
The data existed. The answer still took time. Every new question meant another query, another spreadsheet, another request.
The question
What if people could simply ask their business?
QuerySafe Intelligence
A way to ask the data directly, beginning with BigQuery.
Built for regulated sectors
For organizations that can't be careless with data.
QuerySafe is built in India for teams in banking, government and public enterprises, where who can see what, and why, matters as much as the answer itself.
QuerySafe Intelligence is in production with a large public-sector energy enterprise in India.
- 01
Starts from governed data
Intelligence works on the BigQuery datasets you choose to connect, inside the access rules you already run.
- 02
Answers you can trace
Answers are designed to point back to the tables and figures it came from, so teams can check before they act.
- 03
Nothing changes without a person
Where Agent capabilities are enabled, actions that change systems wait for human approval and are logged.
- 04
A path to your own infrastructure
Managed cloud today, private deployment by discussion, and QuerySafe Core as the long-term direction.
Intelligence is only the beginning.
QuerySafe is being built as an ecosystem around one idea: make intelligence easier to access, safer to use and more useful wherever work happens.
QuerySafe Agent · Act.
In developmentDon't just ask AI.Put intelligence to work.
An AI brain for your CRM and business systems. Instead of stopping at “Here is the answer,” Agent moves toward “Here is what can be done next,” with permissions and human approval around every critical action.
Understand → Plan → Permission → Act → Verify
Explore AgentQuerySafe Buddy · Converse.
In developmentDon't make customers learn your website.Let your website understand your customers.
Customers don't always know what to search for. Sometimes they only know what they need. Buddy understands natural conversation and guides visitors toward answers, products and next steps.
Meet BuddyQuerySafe Compass · Guide.
Waitlist openNot every question needs maximum AI.
Compass sits inside the AI tools you already use. It enhances your prompt, tells you how much AI the task really needs and recommends the right model, so you stop spending expensive credits on simple work.
Designed around AI experiences such as ChatGPT, Claude and Gemini.
Your infrastructure.
Your data.
Your intelligence.
QuerySafe Core is our vision for locally operated organizational intelligence: bringing intelligence closer to your own infrastructure, knowledge, systems and data, with greater control over where it operates.
Core is a long-term direction, not a product available today.
Explore Our VisionOne journey