Inputless Analytics SDK
Integrate advanced context-aware intelligence into existing systems—no schema changes, no rigid setups required.
Zero Schema Required
The Inputless Analytics SDK empowers developers and organizations to integrate advanced context-aware intelligence into existing systems. By working seamlessly across databases, logs, sensors, and unstructured data, the SDK turns raw inputs into a rich map of relationships and insights.
Work without defining rigid input structures. Makes adoption fast and flexible. The SDK builds relational context automatically to surface meaning—no carefully curated data required.
Key Capabilities
Powerful features that amplify human intelligence and reduce time spent stitching data together.
Contextual Mapping
Automatically builds relational maps between data points—documents, sensor reads, logs—without manual modeling.
Automatic Linking & Discovery
Seamlessly cross-reference and connect information from disparate sources to reveal hidden associations and operational blind spots.
Predictive Modeling
Use statistical methods like regression models and historical pattern mining to forecast outcomes and anticipate issues.
Real-Time Monitoring
Track events continuously; trigger alerts, detect anomalies, or highlight critical shifts in behavior as they happen.
BI & Dashboard Integrations
Plug into your existing Business Intelligence tools and visualization pipelines. Surface insights where your team already works.
Native Insight via Context
Instead of waiting for carefully curated data, the SDK builds relational context automatically to surface meaning.
Why It's Different
Zero Schema Required
Work without defining rigid input structures. Makes adoption fast and flexible.
Context Over Input
Instead of waiting for carefully curated data, the SDK builds relational context automatically to surface meaning.
Amplifies Human Intelligence
Reduces time spent stitching data together, letting teams focus on decision-making and action.
Use Cases
Real-world applications across industries and operational domains.
Operational Intelligence
Gain visibility across sensor networks, logs, and reports to preempt failures, optimize workflows, or spot systemic inefficiencies.
Compliance & Traceability
For regulated industries—finance, healthcare, industrial—automatically link data to compliance rules, produce audit trails, and reduce manual governance overhead.
Strategic Forecasting
Predict trends, resource needs, or potential disruptions using historical behavior and real-time indicators.
SDK Packages
Modular packages for TypeScript and Python. Install only what you need.
@inputless/trackerTypeScriptEvent collection and tracking
npm install @inputless/trackerDownload ZIP@inputless/sdk-cognitiveTypeScriptOn-device intelligence processing
npm install @inputless/sdk-cognitiveDownload ZIP@inputless/contextTypeScriptPattern detection and context awareness
npm install @inputless/contextDownload ZIP@inputless/dispatcherTypeScriptSignal routing and channel management
npm install @inputless/dispatcherDownload ZIP@inputless/storageTypeScriptLocal storage and caching
npm install @inputless/storageDownload ZIP@inputless/visualizationTypeScriptGraph visualization components
npm install @inputless/visualizationDownload ZIPinputless-enginesPythonMutation & reasoning engines
pip install inputless-enginesDownload ZIPinputless-modelsPythonPattern recognition models
pip install inputless-modelsDownload ZIPinputless-graphPythonInputless DB integration layer
pip install inputless-graphDownload ZIPinputless-ingestionPythonDocument processing pipeline
pip install inputless-ingestionDownload ZIPTechnical Specifications
Data Sources Supported
- Documents and unstructured text
- Sensor feeds and IoT devices
- Log files and event streams
- Structured databases (PostgreSQL, MySQL, etc.)
- Semi-structured data (JSON, XML)
Output Types
- Context maps and knowledge graphs
- Predictive forecasts and trends
- Real-time alerts and anomalies
- BI dashboard integrations
- Graph RAG query responses
Latency & Performance
Designed for near real-time performance to support operational monitoring and decision-making. Event processing with <100ms latency.
Privacy & Compliance
Tracks relationships without requiring full personally identifying schemas. Supports traceability for audits and compliance requirements.
Getting Started
Sign Up & Get Credentials
Sign up for access and obtain your API key and credentials. Contact us to get started with a demo deployment.
Install the SDK
Install the SDK in your environment. Choose from TypeScript packages (npm) or Python packages (pip) based on your stack.
Connect Data Sources
Point the SDK at your existing data sources—databases, logs, sensor pipelines, document stores. No schema changes required.
Start Querying
Begin querying for context, setting up monitoring, and exposing outputs to your dashboards. Use Graph RAG for natural language queries.
Scale Incrementally
Scale usage incrementally from pilot projects to organization-wide deployment. The system adapts as your needs grow.
Frequently Asked Questions
Do I need to predefine data schemas or map relationships manually?
No—Inputless Analytics is designed to infer context and connections automatically. The SDK builds relational maps between data points without requiring manual modeling or schema definitions.
Is this solution applicable to both structured and unstructured data?
Yes—the SDK can process data in many formats, linking across structured records, documents, logs, and sensor feeds. It works seamlessly with databases, data lakes, and real-time API platforms.
How does predictive modeling work?
Using statistical tools like regressions and pattern-based forecasting to anticipate outcomes based on historical trends. The system mines patterns from historical behavior and real-time indicators to forecast trends, resource needs, and potential disruptions.
What about privacy and compliance?
The SDK supports traceability, audit-friendly data linking, and can operate without exposing personal data by inferring relationships without explicit personal identifiers. It tracks relationships without requiring full personally identifying schemas.
Can I integrate with existing BI tools?
Yes—the SDK plugs into your existing Business Intelligence tools and visualization pipelines. Surface insights where your team already works without requiring new infrastructure.
Ready to Get Started?
Integrate context-aware intelligence into your systems today. No schema changes required.