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ContexKit is an AI SQL and AI Database agent that turns text to SQL—so teams can query and act on data with governance, auditability, and reversibility.
- Lightning Fast Queries
- Built for Your Business Logic
- Safe, Auditable & Reversible
Learn more: AI SQL · AI Database · Text to SQL
What is AI SQL?
AI SQL uses an AI SQL agent to help people ask questions in natural language and get reliable answers from a SQL database. Instead of writing queries by hand, users describe what they want, and the agent produces the query, executes it, and returns results in a consistent format.
In practice, AI SQL is text-to-SQL with guardrails: schema awareness, business rules, least-privilege access, and audit logs—so teams can trust outputs and control data access.
For governed workflows that include approvals and safe write actions, teams layer in an AI Database agent on top of AI SQL.
- Text to SQL for everyday analytics and reporting
- Governed access with least-privilege credentials
- Auditable traces for compliance and review
- Reversible operations for safer database changes
How Teams Use ContexKit
Select a business function to see example text-to-SQL questions.
Example questions
Achieve Specific and Accurate Results with Context Engineering
Provide precise instructions, schemas, and examples to ensure outputs are tailored, specific, and consistently accurate for your business context.
Transparent and Intuitive Oversight of Token Cost & Traces
Monitor token usage and trace logs clearly to maintain control, optimize spend, and understand agent behavior effortlessly.
Reversible and Safe Operations for Database Changes
Undo INSERT, DELETE, and UPDATE operations safely with generated reverse queries, protecting your data and enabling fast recovery.
Product Demo
See how teams connect a data source, build a Context Kit, and ask questions that return governed, audit-ready answers.
- Connect in minutes with read-only credentials.
- Define business rules once and reuse them everywhere.
- Get answers with traceable SQL and citations.
What Beta Teams Say
Real feedback from small family businesses running ContexKit in production.
“We’re a small family business, not a tech company. ContexKit let us ask questions about our data without breaking anything.”
Before ContexKit, we relied on one person to write SQL and generate reports. Now our ops team can safely pull sales, inventory, and margin reports on their own. The fact that queries are reviewed, logged, and reversible gives us confidence to actually use AI in production.
“This is the first AI tool we trusted with our financial data.”
We tried chat-based AI tools before, but they felt risky — one wrong query could mess up numbers. With ContexKit, everything is structured: approved tables, business rules, and previewed results. Our monthly close is faster, and we spend less time double-checking reports.
“ContexKit feels like it was built for businesses like ours — not just enterprises.”
We don’t have a full data team. We just need reliable answers, fast. ContexKit helped us turn our existing database into something the whole team can use safely. It’s not flashy — it’s practical, and that’s why it stuck.
“We stopped relying on spreadsheets because we could finally trust our data.”
Instead of exporting CSVs and doing manual checks, we now ask ContexKit for stock levels, slow-moving items, and sales summaries. The workflows make sure nothing gets changed unless we approve it. That alone saved us hours every week.
“I don’t write SQL — and I don’t need to.”
The guided interface makes it easy to ask questions without guessing table names or joins. The system already understands how our business works. That’s what makes it usable for people like me.
External Connections
Secure, read-only integrations you can enable in minutes.
Supported Datasource
External LLM Supported
Provide Base URL
How It Works
1) Adoptable to your existing enterprise data systems
Plug in Postgres, MySQL, or MCP. Use read‑only credentials and keep your data in your own cloud. RLS/RBAC are respected.
2) Provide specific context for safe and auditable LLM answers
Select tables, define joins and business rules, set safe output formats, and add examples. These guardrails make answers precise and auditable.
3) Fast and intuitive interaction for end users
Ask natural‑language questions. ContexKit turns them into SQL, runs with least‑privilege access, and returns answers with citations and exportable results.
FAQ
Quick answers about AI SQL, AI databases, and text-to-SQL.
Pricing per workspace
Billed monthly per workspace.
Starter (Workspace)
Individuals$19
Per workspace per month.
- 1 workspace
- 2 collaborators (admin)
- Unlimited users
- 1 data source
- 20 contexts total slots
- Cloud token pool: 3M tokens/mo
- Local token pool: 2M tokens/mo
Growth (Workspace)
Most popular$59
Per workspace per month.
- 1 workspace
- 5 collaborators (admin)
- Unlimited users
- 5 data sources
- 100 contexts total slots
- Cloud token pool: 15M tokens/mo
- Local token pool: 10M tokens/mo
Pro (Workspace)
Departments$119
Per workspace per month.
- 1 workspace
- 10 collaborators (admin)
- Unlimited users
- 15 data sources
- 300 contexts total slots
- Cloud token pool: 40M tokens/mo
- Local token pool: 25M tokens/mo