You Don't Have to Build a Data Stack.
Get the same AI-ready data foundation enterprises build internally — without the cost, complexity, or overhead.
DDAI creates a governed operational data layer that unifies data from HubSpot, QuickBooks, Stripe, and other systems, giving RevOps teams instant access to trusted answers across sales, marketing, finance and operations.
Stop fire fighting and start strategizing with DDAI
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Cross-System Insights
Eliminate siloed reporting with unified operational data across CRM, finance, and revenue systems.
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Affordable Modern Data Stack
We level the playing field with enterprise-grade operational data infrastructure traditionally reserved for larger businesses.
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AI-Ready Business Data
Interact with your data using the tool of your choice, including simple, conversational language.
Why DDAI
Because your data has all the answers – and all you have to do is ask.
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RevOps Empowered. No engineer required.
Enterprise-grade data infrastructure without expensive data engineering headcount.
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Built for teams, without a data team.
We replicate the enterprise data stack across your core business systems out of the box.
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Instant Access, Not Reporting Bottlenecks.
Access clean, trusted operational data across your business in real time via ODBC tools, MCP servers and the DDAI interface.
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Faster Time-to-Value. Lower TCO.
A managed, AI-ready data platform that gets companies up and running quickly and affordably.
Customers
Built for RevOps
We serve RevOps leaders at modern, tech-forward companies who know their data holds answers — but lack the infrastructure to unlock them quickly. These teams are stuck stitching data across HubSpot, QuickBooks, and Stripe — while execs and shareholders wait on accurate answers.
Our customers use:
Our current verticals
DDAI is an excellent choice for any business, but we focus on three verticals where HubSpot, QuickBooks, and Stripe are foundational.
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Agencies
Client profitability remains hidden across fragmented data from HubSpot campaigns, QuickBooks invoices, and Stripe retainers — making it nearly impossible to optimize resource allocation.
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SaaS / Tech
Critical metrics like ARR, ARPU, churn, and CLTV remain elusive without manually stitching together disconnected data from multiple systems — slowing growth decisions.
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E-commerce
Marketing campaigns in HubSpot aren't connected to actual Stripe sales data or QuickBooks margins and cash flow — leaving you blind to true campaign ROI and profitability.
Security and Data Protection
DDAI is hosted on Microsoft Azure. The safeguards described in our Privacy Policy include encryption of data in transit and at rest, per-tenant database isolation with least-privilege credentials, read-only enforcement and query validation for all AI and MCP access paths, audit logging of data access, role-based access control, and monitoring with a documented incident response process. For security questions, or to report a security issue, contact security@datadiscourse.ai.
DDAI Data Stack
DDAI Chat
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1. Ask Your Data a Question
No SQL queries. No report building. No drop-down menus. Just natural language prompts that help you allocate resources more effectively, maximize growth, and unlock greater profitability.
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2. Get a Simple Answer
The DDAI response is delivered in plain language or an intuitive table format — making complex data instantly understandable and ready for action.
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3. Visualize Your Data
Create comparison charts when the answer contains multiple data points — bar, pie, or scatter charts.
Try asking things like
- “How much cash will we have at the end of the quarter?”
- “What's our CAC by channel?”
- “What's our CLTV by subscription tier?”
- “How many months of runway do we have?”
- “Which marketing campaigns led to the most revenue last quarter?”
- “What's our ARR forecast at the end of the month?”
DDAI Chat Plans
Start with the Data Stack. Add intelligence, customization and your own Data Team as you grow.
| Feature | Explore Free1 Connect your data. See how DDAI works | Core $149 / mo. Put your Data Stack to work | Insight $999 / mo. End the debates and finally trust the numbers | Mastery $1,999 / mo. Put a Data Team behind your business | Enterprise Custom Built around your business |
|---|---|---|---|---|---|
| DDAI Data Stack | ✓ | ✓ | ✓ | ✓ | Custom |
| HubSpot, QBO, Stripe Integrations | ✓ | ✓ | ✓ | ✓ | |
| ODBC, and MCP Access | ✓ | ✓ | ✓ | ✓ | |
| Unlimited Users | ✓ | ✓ | ✓ | ✓ | |
| Standard Semantic Model | ✓ | ✓ | ✓ | ✓ | |
| Onboarding | Automated | Automated | Guided | Managed | |
| Semantic Model Customization | ✕ | Add-on | Tailored | Custom | |
| Sync Frequency | One-time snapshot | Daily | Every 4 hours | Every hour | |
| DDAI Chat2 | ✕ | ✕ | 750 queries / month | 2,000 queries / month | |
| Your Data Team | ✕ | Add-on | Quarterly metric review | Bi-weekly working session | |
| Coming soon: Additional data sources3 | ✕ | ✕ | 2 additional | 4 additional | |
| Get started | Get Started | Get Started | Get Started | Get Started | Get Started |
- Explore free for 90 days with a one-time data snapshot.
- DDAI Chat query allowances reset monthly and are shared across the account.
- Additional data sources subject to availability; custom integrations may be separately scoped.