QUADRA
DYNAMICS
Ask Your Database Anything
Product Strategy & DevelopmentService
DB Analyst
Year
2026
Services
Product Strategy, UX/UI Design, Platform Development, AI Integration
We built DB Analyst as a managed SaaS service that turns your database into a conversational interface. Your team asks questions in plain English. The AI returns accurate answers backed by real SQL. We handle the setup, integration, and ongoing management so you can focus on insights, not infrastructure.
The Challenge
Every organization has data locked inside databases that only technical people can query. Business teams sit in ticket queues waiting for dashboards. Analysts burn hours writing SQL for questions that could be answered in seconds. Traditional BI tools demand their own query languages. ChatGPT-style wrappers hallucinate SQL that looks right but returns wrong numbers. Text-to-SQL demos work on toy databases but fall apart on real schemas with hundreds of tables and undocumented relationships. Companies needed something genuinely accurate on production databases while being simple enough for anyone to use, without the overhead of managing another platform.
Our Solution
We built DB Analyst as a fully managed service that sits between your database and your team. We connect to your existing databases, introspect your schema, auto-generate a semantic layer that translates raw column names into business language, and deploy a chat interface your team can use immediately. The AI doesn't guess at SQL. It plans. It inspects the schema, identifies the right tables and join paths, checks which tables have data, generates dialect-specific SQL, validates it for security, executes it against your live database, and presents results as tables, charts, or KPI cards. If a query fails, the system reads the error, understands what went wrong, and fixes it automatically. We handle deployment, scaling, security, and updates. You get dashboards, reports, and insights without managing servers or worrying about uptime.
What We Built
Results
- 1Reduced time to answer data questions from days to seconds
- 2Business teams query databases independently without SQL knowledge or IT tickets
- 3Self-healing queries turn 80% of failures into successes automatically
- 4Deployed across organizations with 500+ table databases and complex schemas
- 5Zero infrastructure management required from client teams
Let's work together
We help businesses unlock their data with DB Analyst. From initial setup and database integration to ongoing management and optimization, we handle everything. Your team gets instant insights without managing infrastructure or learning SQL.
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