AI Data Analyst Platform

Your Data. Your Questions. Instant Answers.

Titan is a white-label AI data analyst that connects directly to your databases, understands your business domain, and gets smarter with every interaction. No SQL required. No dashboard building. Just ask.

Titan — Data Analyst
You "What was our revenue by region last quarter?"
Titan Generating SQL… querying sales_orders × regions
RegionRevenueGrowth
North America$4.2M+12%
Europe$2.8M+8%
Asia Pacific$1.9M+23%
Latin America$0.7M+15%
  Query completed in 1.2s · Export CSV
You "Break down Asia Pacific by country"
10+
Database types supported
3
LLM providers (choose yours)
90%
Query accuracy with learning
<2s
Average time to first answer

Your team has data.
They just can't reach it.

Every organization sits on valuable data locked behind SQL queries, BI tools, and analyst bottlenecks. Business users wait days for simple reports. Insights arrive too late to act on.

Analyst Bottleneck

Every data request goes through the same 2–3 people. They're overloaded. Your team waits.

Dashboard Fatigue

You built 40 dashboards. Nobody uses half of them. The other half don't answer the question being asked today.

SQL Barrier

The people who understand the business can't write SQL. The people who write SQL don't understand the business.

Stale Insights

By the time a report is built, reviewed, and delivered, the window to act on it has closed.

Give everyone on your team a personal data analyst.

Titan connects directly to your databases, learns your business terminology, and lets anyone on your team ask questions in plain English. It generates SQL, runs queries, and returns formatted results—all in a conversational interface. When it gets something wrong, users correct it, and it learns for next time.

More usage = more patterns = better accuracy = more usage.

Learning
Flywheel

From question to insight in seconds.

1

Connect Your Data

Point Titan at your database—PostgreSQL, MySQL, SQL Server, Snowflake, BigQuery, or REST APIs. Auto-discovers your schema, tables, and relationships. Read-only access only.

2

Configure Your Domain

Teach Titan your business language. Define a glossary, set business rules, and annotate your schema with human-readable descriptions.

3

Ask Questions

Your team asks questions in plain English. Titan generates SQL, executes it against your database, and returns formatted results with optional CSV export.

4

Titan Learns

Every successful query teaches Titan a new pattern. When a user corrects an answer, accuracy improves from ~60% on day one to 90%+ within weeks.

Everything your team needs.
Nothing they don't.

Natural Language Queries

Ask questions in plain English. Titan translates to SQL, runs the query, and returns formatted results. No training required for end users.

Instant CSV & Excel Export

One-click export of any query result. Full audit trail tracks who exported what and when. Exports auto-expire based on your retention policy.

Domain-Aware Intelligence

Configure your business glossary, rules, and terminology. Titan speaks your language—whether that's healthcare compliance, retail metrics, or financial reporting.

Read-Only by Design

Titan connects with read-only credentials. SQL Guard validates every query before execution. Row limits, statement timeouts, and PII column blocking built in.

Self-Correcting

When Titan gets an answer wrong, users correct it in conversation. That correction feeds into the memory system and prevents the same mistake in future sessions.

Multi-Provider AI

Choose your AI provider: Anthropic Claude, OpenAI GPT, or Google Gemini. Bring your own API key for full cost control. Switch providers with zero code changes.

Any Database

PostgreSQL, MySQL, SQL Server, Snowflake, BigQuery, Redshift, ClickHouse, REST APIs, and CSV/Excel uploads. Connect multiple sources per tenant.

White-Label Ready

Embed Titan in your product as a branded widget, build your own UI on our API, or use the standalone app. Full CSS theming with your brand colors and logo.

Enterprise-grade security.
No compromises.

Read-Only Access

Titan never writes to your database. All connections use read-only credentials enforced at the database level.

SQL Guard

Every AI-generated query is validated before execution. Write operations are blocked. Row limits and timeouts prevent runaway queries.

Tenant Isolation

Hard multi-tenant boundary. PostgreSQL Row-Level Security ensures data from one tenant can never leak to another.

Encryption

Database credentials encrypted at rest (AES-256). All data in transit over TLS. Query results never cached beyond the active session.

PII Protection

Configure sensitive columns (SSN, email, etc.) to be blocked from all queries. Column-level access control per user role.

Audit Trail

Every query, export, and conversation logged with user identity and timestamp. Full audit dashboard for compliance reporting.

Static IP

Whitelist Titan's static IP in your firewall. Optional VPC peering for private network connectivity.

Provider Compliance

All LLM providers configured with data-processing agreements. Your data is never used for model training.

Deploy the way that fits your product.

Embeddable Widget

<script src="titan.js">

Drop a script tag into your web app. Titan renders as a slide-out panel or full page. White-label theming matches your brand. Auth via JWT from your host application.

Best for: SaaS products adding analytics

REST API (Headless)

POST /api/v1/conversations

Full API for conversations, messages, streaming (SSE), and exports. Build your own UI with complete control over the experience.

Best for: Mobile apps, Slack bots, CLI tools

Standalone App

Full-featured web application at your custom domain. SSO login, admin panel for data sources and domain configuration, user management, and usage dashboards.

Best for: Turnkey analytics without building UI

TypeScript SDK

npm install @massiveai/titan-sdk

Programmatic access from your backend. Batch analysis, scheduled reports, webhook callbacks for async results.

Best for: Automated pipelines, CI/CD validation

Supported Data Sources

PostgreSQL MySQL SQL Server SQLite Snowflake BigQuery Redshift ClickHouse REST APIs CSV/Excel

Titan works across every industry.

Healthcare

Track patient compliance, monitor disease segment populations, generate regulatory reports. HIPAA-aware PII blocking and compliance status definitions.

"Show me patients overdue for diabetes screening"
"Compare compliance rates across our clinic locations"

Retail & E-Commerce

Analyze revenue by SKU, track inventory trends, identify churn risk. Domain profile includes retail metrics (COGS, AOV, LTV) and fiscal calendar rules.

"What was our top-selling category last quarter?"
"Which customers haven't purchased in 90 days?"

Financial Services

Portfolio analysis, transaction monitoring, risk reporting. Financial terminology, regulatory period definitions, and PII blocking for account numbers.

"Show me accounts with balance changes over $10K this month"
"Compare fee revenue year-over-year by product line"

SaaS & Technology

Product usage analytics, customer health scoring, funnel analysis. Maps event schemas, defines activation criteria, and tracks cohort metrics.

"What's our 30-day retention rate by signup source?"
"Which features correlate with upgrades to paid plans?"

Not another BI tool.
Not another chatbot.

Capability Generic AI Chat Traditional BI Titan
Data access User pastes data Pre-built dashboards Direct DB connection
Ad-hoc questions No DB access Request analyst help Ask in plain English
Domain knowledge Generic Manual setup Configurable per tenant
Learning None None Corrections feed back
Setup time N/A Weeks to months Hours to days
Multi-database No Limited 10+ database types
White-label No Partial Full theming + embed
AI provider choice Locked in N/A Anthropic, OpenAI, Google
"The best AI analyst isn't the one with the most parameters. It's the one that knows your data, speaks your language, and gets smarter every day."

Ready to put AI on your data?

Get started with a pilot in days, not months. We'll connect to your database, configure your domain profile, and have your team querying data in natural language by the end of the week.