The Right Types of AI for the Right Job
Relying on a single AI model or approach can limit perspective, adaptability, and performance. App Orchid overcomes this by seamlessly integrating different types of AI into a user-friendly, composable AI stack
Composable AI
Deep Generative AI Integration
Easily connect to your preferred Generative AI model for tasks you are working on accomplishing.
You choose the best large language model (LLM) for the job—leveraging high-performance models for mission-critical outcomes while using smaller, cost-effective models for tactical needs.
Get near-100% accuracy on retrieval-augmented generation (RAG) powered by the LLM of choice. Your own unique organization’s business language and search context is understood and applied universally.
Chat with your dashboards, digging deeper and getting key insights summarized in seconds. Integrations with chat applications like Slack enable users to get quick, easy answers anywhere.
Get AI to make sense of insights, analytics and raw data. LLMs can translate complex visualizations and data stories into digestible summaries with key insights highlighted.
Our pipeline composers and LLM transformers let you build custom LLM driven outcomes. Read documents and other textual data, extract data and process it so you can get insights and business outcomes.
Machine Learning Model Integration
Train custom machine learning models on your own data or use out-of-box Quick Insights to uncover hidden patterns.
Apply out-of-the-box Quick Insights to immediately generate powerful data insights from machine learning (ML) models or create and integrate your own domain-specific ML models using our Model Composer.
AI and ML are at the heart of most App Orchid solutions, from ready-to-go, out-of-the-box Quick Insights to advanced ML algorithms that create domain-specific models using our Model Composer.
Quick Insights is the fastest way to reveal trends and patterns in your data, generating infographic-style visualizations with drill-down details and textual insights for optimal interpretation.
Easily add Quick Insights to any output from natural language queries (NLQs), or create Quick Insights to run on a fixed schedule and track them on the Insights Feed for daily updates.
- Time-Series Insights
- Statistical Insights
- Events Insights
- Correlation Insights
- Causal Inference Insights
Agentic AI
Unlock next-level automation and intelligence with a universal data fabric that’s agentic AI-ready.
App Orchid provides a unified semantic abstraction over enterprise data. Agents interact with enriched entities and relationships instead of raw tables, enabling complex reasoning without database knowledge.
Deploy EasyAnswersTM for Agents directly within Google AgentSpace. Your agents can query enterprise data through natural language while the semantic layer handles query translation & context management.
Multiple specialized agents can access the same semantic layer simultaneously. A forecasting agent can query sales patterns while a customer service agent accesses support metrics—all through consistent entity definitions.
The semantic graph maintains relationships between entities (MSOs) and their properties. Agents automatically understand that "revenue" relates to "customers" and "products" without explicit programming.
EasyAnswersTM supports Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication standards. Enterprise agents exchange data insights, share semantic context, and coordinate actions through standardized protocols—ensuring interoperability across your agent ecosystem.
Build agents for specific use cases: financial planning agents analyze cash flow patterns, supply chain agents monitor inventory relationships, HR agents track workforce analytics—all using the same semantic foundation.
Decision Networks
New Bayesian Decision Networks enable discovery-based graph creation for faster and richer insights generation — unlocking ad-hoc “what-if” insights.
Uncover deep, non-obvious relationships between business variables automatically. Our decision network learns directly from raw data, revealing connections standard models overlook.
App Orchid’s Decision Network finds optimal decisions by simulating uncertainties and evaluating trade-offs across multiple business outcomes.
Test hypotheses and simulate decisions outcomes instantly. Explore how small changes ripple across your business with powerful counterfactual analysis tools.
Anyone can explore complex data. The automodeler builds interpretable probabilistic models, turning raw inputs into actionable insights—without coding.
The AI system transforms your raw customer data into a dynamic decision graph that optimizes your utility function such as costs, risks, profit, revenue or any other goal in one step.
Identify the key drivers of performance. The network reveals which variables most influence outcomes—guiding smarter strategy and faster business growth.
Insights when
you need it
Easy to use Quick Insights let you turn analytics into data science with a right click. Automatically surface anomalies, root causes, and prescriptive recommendations. 50+ built-in reasoning models ensure insights are not just fast, but actionable.
Advanced AI integration
The App Orchid platform is open and flexible, integrating with best-in-class AI tools.
Build, train and test your AI models in the tool of your choice. When it’s ready, seamlessly integrate it into App Orchid.
Ready for agentic architecture
With rich APIs and out of the box integration with Agentic frameworks, App Orchid’s Easy Answers can play the role of a data & analytics agent in your multi-agent workflow.
No More Black Box AI
App Orchid provides full visibility into LLMs reasoning and uncertainty in our out of the box insights.
The Best Path to
AI-Ready Data
Experience a future where data and employees interact seamlessly, with App Orchid.