Ikigai

Ikigai Labs provides a generative AI platform designed to unlock the value of enterprise tabular and time series data. This platform delivers accurate forecasts and plans, enabling businesses to improve efficiency and decision-making through AI-driven data analysis and prediction.

Key features:

- aiMatch: AI-driven data reconciliation that matches disparate data sources, cleanses, and synthesizes missing data to create a single source of truth.
- aiCast: Highly accurate forecasting leveraging AI to predict future trends and outcomes.
- aiPlan: Intelligent planning through generation of what-if scenarios to help businesses plan across multiple constraints.
- AI App Builder: Custom AI solution creation using a low code/no code interface or API toolkits.
- Large Graphical Models (LGM): Patented technology designed to work with sparse, inconsistent, and dynamic data, offering computational efficiency and accuracy.
- Data Integration: Support for over 200 out-of-the-box data integrations, facilitating easy connection to various data sources.
- Flexible User Roles: Tailored experiences for business users, data scientists, and developers.
- eXpert-in-the-loop: Combination of AI with human expertise to improve accuracy and user adoption.

How it works:

1. Users access the platform through a web app.
2. Data is connected and reconciled using aiMatch to create a single source of truth.
3. aiCast and aiPlan generate accurate forecasts and intelligent plans across various business constraints.
4. Custom AI applications can be created using the AI App Builder with a low code/no code interface or API toolkits.

Integrations:

AWS Marketplace, plus over 200 data integrations with various data sources and technology partners.

Use of AI:

The platform uses AI for data reconciliation, forecasting, planning, and custom application development. It leverages Large Graphical Models to handle multi-variate tabular and time series data, generating synthetic data, identifying outliers, and creating accurate forecasts.

AI foundation model:

Ikigai Labs utilizes its patented Large Graphical Models (LGM) technology, designed to be computationally efficient and require fewer resources and less data to produce accurate results.

Target users:

- Business Users: Pre-built AI solutions for common industry use cases
- Data Scientists: Tools for building custom AI solutions
- IT Professionals: End-to-end AI platform for quick and cost-effective deployment

How to access:

The platform is available as a web app and offers API toolkits for integration into existing systems. It is not open source and can be accessed through the AWS Marketplace.

Performance metrics:

- Auto-reconciliation with a 98% success rate
- 33% improvement in workforce efficiency
- 15% growth with online promotions
- 20% more accurate forecasting
- 30% cost reduction
- 6X faster deployment of AI solutions