Auradata
A Factory for Data Products
A Launchpad for New Revenue
Transform raw data into reusable, monetizable, AI ready products
Define a use case → auto-discover sources → assemble a data product → govern → deploy internally → publish to your marketplace. Every new initiative doesn't restart from scratch.
Why Enterprises Need a
Data Product Factory
Enterprises don't struggle because they lack data. They struggle because data stays trapped in projects, pipelines, and reports and never becomes a repeatable "asset" the business can reuse.
Data Trapped in Silos
Valuable data remains locked in one off projects and cannot be easily accessed or reused by other teams.
Constant Rebuilding
Every new use case starts from scratch, wasting time and resources on redundant data work.
Unrealized Value
Large enterprises collect massive amounts of data, but only a small fraction is successfully monetized.
Lack of Standards
No standardized way to package, document, and govern data for consistent enterprise-wide use.
SCIKIQ Data Products Factory
An intelligent, automated framework that transforms raw enterprise data into reusable, monetizable, AI ready products, at speed and scale.
Define Persona + Use Case
Identify the business persona and specific use case to guide data product creation with clear business context.
Discover Data Sources
Auto discover internal and external data sources, including APIs that power your product with intelligent suggestions.
Assemble the Product
Build the logical model, pipelines, and select outputs including dashboards, APIs, and chatbots.
Save & Approve
Validate and document with metadata, glossary, compliance tags for trust and complete auditability.
Deploy Internally
Secure rollout across your organization with proper access controls and governance in place.
Publish to Marketplace
Optionally monetize through subscription, pay per insight, or freemium business models.
Outcomes That Matter
Move from one off data projects to reusable products that drive real value
Ship Faster
Move from "data project" to "usable product" with a repeatable, proven workflow that eliminates starting from scratch.
Reuse Everything
Create standardized products (not one off dashboards) that multiple teams can discover, trust, and consume.
AI-Ready by Design
Outputs power dashboards, APIs, and AI copilots/assistants for real time, context-aware decision-making.
Built for Monetization
Packaging and commercial controls support subscription, pay per insight, and freemium business models.
Trust at Scale
Enterprise grade governance, metadata, and lineage make products easy to find, trust, and use confidently.
Multi-Format Output
Deploy as dashboards, REST APIs, real-time streams, or embedded analytics whatever your use case demands.
70%
Reduction in Engineering Effort
3-5x
Faster Time to Market
100%
Governance & Compliance
∞
Reusability Potential
Core Enterprise Features
Persona + Use Case Definition
Start with clear business context to ensure your data product meets real needs.
Auto Suggested Sources
Intelligent discovery of internal databases and external APIs relevant to your use case.
Product Assembly
Design logical models, build pipelines, and select output formats in one integrated environment.
Output Selection
Choose from dashboards, chatbots, REST APIs, or real-time data streams.
Documentation Suite
Automatically generate glossaries, audience profiles, and deployment documentation.
Deployment Scope
Control whether products are internal only, partner-accessible, or publicly available.
Data Source Lineage
Full end to end traceability from source systems through transformations to final outputs.
Compliance Tags
Classify data by sensitivity, regulatory requirements, and usage restrictions.
Security Rules
Role based access control (RBAC), data masking, and encryption at rest and in transit.
SLA Management
Define and monitor service level agreements for data freshness, availability, and quality.
Freshness Controls
Configure daily, hourly, or streaming updates based on business requirements.
Audit Trail
Complete audit logs of who accessed what data, when, and for what purpose.
Listing & Go to Market
Create compelling product listings for internal or external marketplaces.
Channel Management
Distribute through internal portals, partner channels, or public marketplaces.
Pricing Models
Support for subscription, pay per insight, usage-based, and freemium models.
API Limits & Quotas
Set rate limits, data volume caps, and usage quotas by customer tier.
License Tiers
Create bronze/silver/gold tiers with different features and access levels.
Trial Management
Offer time limited or feature limited trials to attract new customers.
SCIKIQ Data Marketplace
A secure platform to publish, monetize, and consume AI-ready data products delivered via dashboards, APIs, and real-time tools, with built in governance and flexible licensing.
Storefront Experience
Secure Access
Flexible Billing
Usage Analytics
Make Your Data Product
Discovery
your enterprise data landscape.
We'll work with your team to identify and map 3–5 high value data products
you can launch from your existing data stack.