Hybrid Intelligence® technology

Combining human intuition and AI to power next-generation decisions

Hybrid Intelligence®

The future of decision intelligence is hybrid

As leader and pioneer in a new class of intelligent technology - Hybrid Intelligence® (Dellermann et al. 2019), we build algorithms that can operate in a complex, uncertain and fast changing world.

parts of hybrid intelligence®

AI

Artificial intelligence automatically creates insights for human decision-makers. Machines are excellent in detecting complex patterns in large amounts of data. They are consistent, and much faster and more efficient in analyzing data.

Human

Humans always make the final decision. They also bring flexible, empathy, creativity and common sense. And they can process any kind of information, even those that cannot be brought into a machine-readable format.

Data

Data is the fuel for every good decision. Data stores all the relevant information that is required to understand the decision context, identify relevant option and choose among them.

Connect

Decision optimization creates a single source of truth for decision-making inside your organization, with end-to-end standardization from data to actions.

Managers to organize workflows and bring them into context

Measure

Decision optimization accelerates speed, efficiency, and agility with automated data management and out-of-the-box AI services - build for business users.

Tools for analysts to manage data and generate insights for complete picture

Decide

Decision optimization leverages augmented analytics to empower everyone with concrete answers on how to achieve their business goal.

Answers to business questions to navigate uncertainty with confidence

DeOS Architecture

Insights automation

Advanced AI services seamlessly integrated into business workflows

Data fabric

Semantic decision graphs to create a digital twin of your business dynamics.

Process standardization

Standardized decision-making processes from data to actions.

Connected intelligence 

Transparent decision flows and decision intelligence connected on a single platform.

Augmented analytics

Contextual answers to know how to achieve your business goals.

Optimized decisions

Insight data is aggregated into business answers to get clear human friendly outcomes

AI Services

DeOS Hybrid Intelligence® technology offers a constantly growing set of out-of-the-box AI services seamlessly integrated into business workflows to democratize the power of intelligent insights for your business users.

Explore AI Services

Diagnose

Diagnose AI services combine human expert knowledge and deep learning models and multi-modal embeddings to represent your decision-making context in data.

Understand

Understand AI services use neuro-symbolic models, causal methods, and Monte Carlo methods to understand the impact of decisions on business performance.

Recommend

Recommend AI service combine probabilistic decision rules, explainable AI and reinforcement learning to suggest the best set of actions for your decision-making use case.

Forecasting and simulation engine

Understand

Predict future business performance. Our forecasting and simulation engine uses advanced statistical modeling, Markov chains, Monte Carlo simulations, and probabilistic programming to forecast and simulate the future financial performance of your business model and strategic initiatives.

Valuation engine

Understand

Our valuation engine combines advanced valuation methods such as real options, Monte Carlo simulations, and business model-based corporate valuation combined with traditional discounted cash flow (DCF) approaches to understand the financial and strategic value of your decisions.

Augmented analytics engine

Understand

Know what matters in your decision context. The DeOS analytics engine uses pre-built models to calculate hundreds of the most relevant business KPIs on complex data structures out-of-the-box and contextualized to your needs.

Knowledge fusion engine

Diagnose

Find and aggregate diverse expertise in your business. Our expert fusion engine optimally aggregates the knowledge and intuition from domain experts across business units for tasks ranging from judgment and forecasting to predictions and classification.

Emotion detection

Diagnose

Understand customer experience in depth. Emotion detection uses deep learning models to detect 10 different emotions from text based on scientific psychological models.

Personality detection

Diagnose

Our multi-modal neural networks understand how your company defines the field it operates in, find the relevant companies in the field among millions of global firms, gather hundreds of additional data points on each of the companies, and visualize insights. Work of weeks done in seconds.

Scan engine

Diagnose

Our multi-modal neural search engine uses deep learning to understand your written request and finds the best fit among billions of data points at the speed of thought.

Decision recommendation engine

Recommend

Based on the understanding of business dynamics and your goals, our  decision recommendation engine leverages symbolic AI and reinforcement learning to suggest concrete actions in a transparent, explainable way.

Human

DeOS puts human experts in the driver seat by giving them transparent ways to understand their contribution and empowering them to make the final decision with confidence.

human input

Human input compresses an incredibly large amount of information into single judgements, classifications or predictions and leverage intuition.

decision augmentation

Decision augmentation recommends concrete actions in the form of analytics to support humans in their most important task - making the final decision.

Forecasting and simulation engine

Understand

Predict future business performance. Our forecasting and simulation engine uses advanced statistical modeling, Markov chains, Monte Carlo simulations, and probabilistic programming to forecast and simulate the future financial performance of your business model and strategic initiatives.

Valuation engine

Understand

Our valuation engine combines advanced valuation methods such as real options, Monte Carlo simulations, and business model-based corporate valuation combined with traditional discounted cash flow (DCF) approaches to understand the financial and strategic value of your decisions.

Augmented analytics engine

Understand

Know what matters in your decision context. The DeOS analytics engine uses pre-built models to calculate hundreds of the most relevant business KPIs on complex data structures out-of-the-box and contextualized to your needs.

Knowledge fusion engine

Diagnose

Find and aggregate diverse expertise in your business. Our expert fusion engine optimally aggregates the knowledge and intuition from domain experts across business units for tasks ranging from judgment and forecasting to predictions and classification.

Emotion detection

Diagnose

Understand customer experience in depth. Emotion detection uses deep learning models to detect 10 different emotions from text based on scientific psychological models.

Personality detection

Diagnose

Our multi-modal neural networks understand how your company defines the field it operates in, find the relevant companies in the field among millions of global firms, gather hundreds of additional data points on each of the companies, and visualize insights. Work of weeks done in seconds.

Scan engine

Diagnose

Our multi-modal neural search engine uses deep learning to understand your written request and finds the best fit among billions of data points at the speed of thought.

Decision recommendation engine

Recommend

Based on the understanding of business dynamics and your goals, our  decision recommendation engine leverages symbolic AI and reinforcement learning to suggest concrete actions in a transparent, explainable way.

Data sources

DeOS semantic data graphs help you to represent the mechanics of your business in a meaningful way to give you full visibility, not just in the present but also the future of your company.

Explore Data sources

Operational data

The data stored inside your enterprise systems such as your CRM or ERP tell you what happened in the past.

Experience data

Soft data source that includes the opinions and feelings of customers or employees telling you why things happen and will happen.

Ecosystem data

Data that gives you a real-time picture of what is happening around your business, such as market dynamics, or your competitive positioning.

Expert knowledge

The expert intuition and tacit knowledge of your employees that tells you what could happen and imagine the future.

Combining human and artificial intelligence (AI) to optimize decisions will create $2.9 trillion of business value and save 6.2 billion hours of worker productivity globally, and will surpass all other types of AI initiatives to account for 44% of the global AI-derived business value by 2030.

Forecasting and simulation engine

Understand

Predict future business performance. Our forecasting and simulation engine uses advanced statistical modeling, Markov chains, Monte Carlo simulations, and probabilistic programming to forecast and simulate the future financial performance of your business model and strategic initiatives.

Valuation engine

Understand

Our valuation engine combines advanced valuation methods such as real options, Monte Carlo simulations, and business model-based corporate valuation combined with traditional discounted cash flow (DCF) approaches to understand the financial and strategic value of your decisions.

Augmented analytics engine

Understand

Know what matters in your decision context. The DeOS analytics engine uses pre-built models to calculate hundreds of the most relevant business KPIs on complex data structures out-of-the-box and contextualized to your needs.

Knowledge fusion engine

Diagnose

Find and aggregate diverse expertise in your business. Our expert fusion engine optimally aggregates the knowledge and intuition from domain experts across business units for tasks ranging from judgment and forecasting to predictions and classification.

Emotion detection

Diagnose

Understand customer experience in depth. Emotion detection uses deep learning models to detect 10 different emotions from text based on scientific psychological models.

Personality detection

Diagnose

Our multi-modal neural networks understand how your company defines the field it operates in, find the relevant companies in the field among millions of global firms, gather hundreds of additional data points on each of the companies, and visualize insights. Work of weeks done in seconds.

Scan engine

Diagnose

Our multi-modal neural search engine uses deep learning to understand your written request and finds the best fit among billions of data points at the speed of thought.

Decision recommendation engine

Recommend

Based on the understanding of business dynamics and your goals, our  decision recommendation engine leverages symbolic AI and reinforcement learning to suggest concrete actions in a transparent, explainable way.