Your data agent,
with context.
Not just text-to-SQL. Vigilos builds a living context graph of your business, then investigates, monitors, and delivers insights on its own. In your dashboard, in Slack, on autopilot.
Vigilos
Good morning. I noticed revenue from your top 10 customers is up 18% YoY. Acme Corp leads with $2.3M (up 45%). I've updated the executive dashboard and flagged two accounts showing early churn signals. Want me to dig into those?
You
TRUSTED BY MODERN TEAMS
Text-to-SQL was step one. Here's where it breaks.
Your AI tool doesn't know if 'revenue' means ARR, run rate, or bookings in YOUR org.
Data lives across tables, warehouses, and teams, and your agent picks the wrong source.
Every answer requires a human to verify because the agent lacks business context.
Tribal knowledge lives in people's heads, not in your data stack.
The 'self-serve analytics' promise failed again, this time with a chatbot wrapper.
Vigilos has context built in.
Vigilos doesn't just do text-to-SQL. It carries a living layer of business context: your metric definitions, your data source hierarchy, your team's institutional knowledge. The agent and the context are one system. That's why it gets the right answer.
What makes Vigilos actually intelligent
Most data agents stop at SQL generation. Vigilos goes five layers deep, so every answer is grounded in how YOUR business actually works.
Data Accessibility
Connect your databases directly. No ETL, no copying. Vigilos queries PostgreSQL, ClickHouse, Snowflake, Redshift, and BigQuery in place.
Context Graph
Vigilos maps your schema, relationships, and query patterns into a living knowledge graph of your data. Tables, joins, metrics, owners, all connected.
Human Refinement
Define metrics, add business rules, capture the tribal knowledge that lives in your team's heads. Turn implicit knowledge into explicit definitions.
Agent Connection
Every question Vigilos answers uses this context. Not just SQL generation, but multi-step reasoning grounded in how YOUR business defines its data.
Continuous Learning Loop
Every question, every correction, every new metric makes Vigilos smarter. It adapts to schema changes and evolving business logic automatically.
Up and Running in Minutes
Connect Your Data
Connect PostgreSQL, ClickHouse, or Snowflake in seconds. Vigilos queries your database directly - no data copying, no ETL.
Build Your Context Layer
Define metrics like 'Revenue', 'Active Users', and 'Churn Rate' in a semantic layer. Add business rules, data source priorities, and institutional knowledge. Vigilos uses this context for every answer.
Let It Work
Vigilos starts working immediately - answering questions, investigating anomalies, and building dashboards. Talk to it in the app or in Slack.
Your Context Evolves
Vigilos remembers conversations, learns your team's patterns, and continuously refines its understanding of your business. Your context layer grows automatically.
PostgreSQL Connection
Enter your database credentials
Connection Successful!
We found 4 public tables ready for analysis.
One platform, every surface
Vigilos lives in your dashboard, your Slack workspace, and your automated reports. Same intelligence, wherever you need it.
Ask AI
Vigilos doesn't just do text-to-SQL. It grounds every answer in your business context: metric definitions, data source hierarchy, and institutional knowledge. That's why the answers are right.
Here are the top 5 products by revenue for January 2025:
Context-powered capabilities
Every feature is grounded in your business context. That's the difference.
Business Context Layer
Define your business vocabulary once: Revenue, Active Users, Churn Rate, data source priorities, and business rules. Vigilos uses these definitions as the foundation for every query, every report, and every insight.
Agentic Reasoning
Not a chatbot. Vigilos plans multi-step analyses, investigates anomalies, and remembers context across conversations, all grounded in your business context.
Multi-Provider AI (BYOK)
Power Vigilos with Claude, GPT, Bedrock, or OpenRouter. Bring your own API keys or use Vigilos-managed AI. Your choice, no lock-in.
Slack-Native
Vigilos lives in Slack. Ask questions, get charts, receive scheduled reports - all without leaving your workspace.
Automated Reports
Vigilos delivers daily and weekly reports with charts, tables, and AI-generated summaries. Insights show up before anyone has to ask.
Visual Query Builder
For when you want precision. Build queries visually with drag-and-drop. Vigilos can also use this under the hood for complex analyses.
Team Collaboration
Invite members, manage roles, and share dashboards and saved insights. The whole team benefits from one shared, always-learning platform.
Enterprise Security
Encrypted credentials, queries on your database, GDPR compliance. Your data never leaves your infrastructure. Vigilos is powerful, but your data stays yours.
Give Vigilos Access
Connect your databases and platforms. Vigilos queries data directly - no copying, no ETL.
Databases
ClickHouse
Lightning-fast analytics with ClickHouse
PostgreSQL
Full support for PostgreSQL databases
Snowflake
Cloud data warehouse analytics at scale
Amazon Redshift
Fast, scalable data warehouse on AWS
Google BigQuery
Serverless analytics from Google Cloud
Platforms
Slack
Vigilos delivers answers and reports directly in Slack
Why context changes everything
| Traditional BI | Chatbot BI | Context-Aware BIVIGILOS | |
|---|---|---|---|
| Business Context | None - raw tables only | None - one-shot SQL | Full context layer: definitions, sources, tribal knowledge |
| Setup | Weeks of implementation | Minutes to connect | Minutes to connect, then it learns |
| Interaction | Write SQL or file a ticket | Ask a question, get an answer | Investigates, monitors, and delivers on its own |
| Memory | None - start from scratch | Single-session, no business knowledge | Persistent memory + evolving business context |
| Proactivity | You pull every report | You ask, it responds | Delivers insights before you ask |
| Reasoning | Static filters and pivots | One-shot query translation - no context | Multi-step analysis grounded in your business definitions |
| Delivery | Open the BI tool | Open the BI tool or chat | Dashboard, Slack, scheduled - wherever you work |
| AI model | No AI | One locked-in model | BYOK: Claude, GPT, Bedrock - your choice |
Context-aware insights for every team
One platform that understands your entire business, because it learned your definitions, your data sources, and your team's institutional knowledge.
Product Managers
Vigilos knows YOUR definition of 'active user' and 'engagement.' It tracks feature adoption, flags drops, and sends you a weekly summary in Slack. It notices things you'd miss.
Data Teams
Define your context layer once: metrics, business rules, data source priorities. Vigilos handles every ad-hoc request from the business with full context. Your team focuses on building, not answering.
Business Leaders
Vigilos keeps your dashboards current and sends proactive alerts when KPIs shift. Ask a follow-up in Slack and get an answer in seconds. No training required.
Operations
Vigilos monitors your operational KPIs around the clock, sends daily reports, and flags anomalies the moment they appear. It keeps its finger on the pulse so you don't have to.
Simple, transparent pricing
Every plan starts with a 7-day free trial. Bring your own API keys or let Vigilos handle the AI infrastructure for you.
Pro
For individuals who need the full feature set
7-day free trial
- All core features
- 200K context window
- BYOK (Bring Your Own Key)
- Priority support
- API access
Team
Per-seat pricing for growing teams
7-day free trial
- Everything in Pro, plus:
- Team workspace with collaboration
- Central billing and administration
- Team-wide analytics dashboards
- Shared data connections
- Role permissions
Enterprise
Compliance, control, and dedicated support
- Everything in Team, plus:
- 500K context window
- Fine-grained RBAC
- SCIM provisioning & SSO
- Audit logs
- Custom data retention controls
- IP allowlisting
- Dedicated account manager
No credit card required to start your trial. Bring your own API keys or add AI balance for managed access — no markup, pay only what you use.
Ready for a data agent that actually gets it?
Connect your first database in under 2 minutes. Vigilos starts learning immediately.