Combining human intuition and AI to power next-generation decisions

AI Capabilities

AI Capabilities

DeOS AI capabilities focus on combining multiple AI engines and models that work together to: diagnose the root cause of a problem.understand future developments, potential scenarios, and the impact of those changes on the business, andrecommend actions to improve.All the AI models are built upon our DeepFeat technology, which applies several core AI techniques to the problem:

Multiple AI
Multiple AI engines and models work together

DeOS AI capabilities focus on combining multiple AI engines and models that work together to diagnose the root cause of a problem:
understand future developments, potential scenarios, and the impact of those changes on the business, and recommend actions to improve.

Effortlessly integrate market, macroeconomic, and internal data with expert knowledge, leveraging DeOS to create semantic data contexts. Gain complete visibility aligned with your business logic, empowering strategic decision-making at every level.

Multi-Task
Multi-Task

combining multiple task-specific models with each other to cover the whole process from diagnosing the context, understanding how the future evolves and how your actions impact it, and recommending the best course of action. Then closing the cycle by diagnosing how the actions impact the business.

Multi-Modal
Multi-Modal

Experience transparent workflows, delineated responsibilities, streamlined processes, and seamless collaboration—all consolidated onto a single platform, ensuring end-to-end efficiency and clarity.

Neuro-Symbolic
Neuro-Symbolic

bridge the gap between symbolic reasoning and neural network-based approaches. Allows incorporating domain knowledge and prevents generative models from hallucinating.

Hybrid Intelligence
Hybrid Intelligence

Combines heterogeneous expert knowledge with neural networks to create a more intelligent system and incorporate compression of high-dimensional knowledge

Proof

Our technology is built upon close to 10 years of R&D on using AI to optimize decisions, resulting in over 60 publications in top-tier research outlets.  Since we invented hybrid intelligence, several research institutes have been founded based on that technology, and over 1400 citations. Also, popular firms like EQT base their R&D on our results.Outperforming top tier investment banks in valuation: 68%Outperforming top tier investment banks in forecasting: 62–75%91-97% coverage of simulation modelsCost reduction for single analysis: 99.99998% (hundreds of dollars to less than a cent)Time reduction for single analysis:  99.99998% (several hours to a few seconds)Risk reduction avg: 36%Increase in returns avg.: 22%Models are combined within AI Pipelines that combine multiple models along the process and can be executed through a single click by the user. The flexible approach of AI pipelines allows constant development of new use cases without technical overhead.

AI models

Diagnose

Effortlessly integrate market, macroeconomic, and internal data with expert knowledge, leveraging DeOS to create semantic data contexts. Gain complete visibility aligned with your business logic, empowering strategic decision-making at every level.

Scan
Scan

Purpose: Identify and select the context for further analysis (e.g. benchmarking, comparable) such as similar projects, firms, etc.

Uses multi-modal embeddings and domain ontologies to identify relevant contexts and extract relevant information

Analyzes data based on strategic field or similarity to other companies and products Incorporates continuous updates and analysis for real-time insights

LLM
LLM

Purpose: Extract and synthesize information from multiple sources that provide a deeper understanding of the context and the reasons behind numbers

Employs business-tuned, multi-modal LLMs for text extraction and interpretation, augmented with RAG on market data and internal company documents

Utilizes ontologies to prevent hallucination

Knowledge Fusion
Knowledge Fusion

Purpose: Leverages human experts as "sensors" that can compress complex information into a single numberUses machine learning models to identify and aggregate heterogeneous knowledge sources building on the principles of collective intelligenceIncorporates awareness of noise and bias of individual experts to reduce error and overcome information processing constraints of humans

Features

Optimize Data management – Unlock complete Visibility with contextual Data Management

Experience unparalleled efficiency with DeOS's one-click, no-code AI integration. Automate tasks previously handled manually by highly paid analysts—including market analysis, forecasting, due diligence, valuation, and portfolio optimization—ensuring up-to-date insights and continuous analysis

Pre-trained AI
Instant Value from Pre-Trained, Out-of-the-Box Solutions

Unlock instant value with DeOS's full pipeline from data to prediction. With pre-trained, out-of-the-box solutions, enjoy risk-free development and continuous learning tailored just for you, ensuring constant refinement and actionable insights from day one.

No Code AI
No-code AI built for business users

Unlock the power of AI effortlessly within your business workflow with DeOS. With one-click, no-code integration, business analysts can leverage AI tools without the need for technical skills, allowing them to focus on expertise and drive optimal decision-making.

Business AI Capabilities
Purpose-built, cutting-edge business AI engines

Unlock the power of AI effortlessly within your business workflow with DeOS. With one-click, no-code integration, business analysts can leverage AI tools without the need for technical skills, allowing them to focus on expertise and drive optimal decision-making.

Features

Optimize decisions - Augment decision-making with concrete answers, clear recommendations, and transparent insights

DeOS augments decision-making by providing concrete answers to business questions, clear recommendations, and transparent insights. Leveraging explainable AI, DeOS reduces risk, facilitates outperforming decisions, and navigates uncertainty in the boardroom and executive decisions with confidence.

Decision Insights
Empowering business users with contextual insights anytime, anywhere

Gain actionable insights with DeOS, providing contextual clarity and clear answers to business questions whenever and wherever needed. Empower your business users with decision insights tailored to their needs.

Decision Recommendations
Strategic guidance for executives with actionable recommendations

Empower executives with DeOS's decision recommendations, considering vast future scenarios and navigating uncertainty. Whether identifying opportunities, selecting optimal options, or allocating capital, DeOS augments decision-making with actionable insights tailored to your organization's success.

Decision Graphs
Transparent insights for confident decision-making

Dive deep into the cause and effect behind every recommendation with DeOS Decision Graphs. Offering transparent insights at any level of granularity in real-time, DeOS builds trust and confidence in your decision-making process.

Securtity
Enterprise-Grade Security Tailored to Your Needs

DeOS ensures enterprise-grade security with isolated instances, stringent data protection measures, and AI fine-tuning specific to your requirements. With NDA compliance, encrypted data management, and flexible deployment options, your organization's sensitive information remains safeguarded at all times.

no-code AI

Use cutting-edge AI technology with a single click

All the DeOS AI engines are built with business users in mind and offer you the most advanced performance with a single click.

out-of-the-box AI

Business value of AI delivered from day one

A pre-trained, constantly growing set of AI engines along the full cycle of decision optimization provide your entire team with business value from day one.

Explore AI Services

Recommend

Get recommendations to achieve your business goals

DeOS suggests concrete actions in a transparent, explainable way to help you make hard choices with confidence.

machine learning

Let models adapt and improve on your data

DeOS AI engines are pre-trained on billions of data points, adjust to your data through transfer learning and constantly learn just for you.

Diagnose

Combine deep learning with human intuition

DeOS uses a combination of deep learning and human expert knowledge to give you full visibility into your decision context.

Diagnose

Custom market research with a single click

DeOS understand your semantic definition of an industry and creates custom market reports for you with a single click.

understand

Explore millions of future scenarios

DeOS capabilities empower your team to simulate future performance and understand what-if scenarios. Without the need to experiment in the real world.

understand

Predict the future

Probabilistic neural forecasting models allow you to make accurate forecasts about your business value driver while accounting for uncertainty.

diagnose

Bring soft data into your decisions

DeOS emotion detection AI services empower you to explore how customer experience drives your financial outcomes.

The full-stack of decision AI right at your fingertips

DeOS offers AI engines for the full cycle of making decisions. Diagnosing the decision-making context, understanding the cause and effect of variables and recommending concrete actions. Seamlessly working together for you and your business.

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.