Decision Optimization Potential

The biggest business value from AI

Still wondering what your company or your competitors lose by making management decisions the outdated way? Explore how much companies are about to gain by optimizing their management decisions every single year with our Decision Optimization Potential Estimates (D.O.P.E) for +300 German firms.

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Showing
10
out of
100
items
Company
losses*
opportunity**
August 14, 2023
Employee category
251-500
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Communication Services
FTE days lost*
2615
days per year
Productivity losses*
1.27
$  M
Value at risk*
3.24
$  M
Avg. failure risk*
58
%
FTEs unblocked**
967
days  per year
Producitivity gains**
0.47
$  M
Risk reduction**
1.17
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Financial Services
FTE days lost*
5061
days per year
Productivity losses*
2.46
$  M
Value at risk*
2.01
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1872
days  per year
Producitivity gains**
0.91
$  M
Risk reduction**
0.72
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Small-cap
Revenue category
$100M to $500M
Sector
Industrials
FTE days lost*
5080
days per year
Productivity losses*
2.47
$  M
Value at risk*
1.63
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1879
days  per year
Producitivity gains**
0.91
$  M
Risk reduction**
0.59
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Technology
FTE days lost*
6213
days per year
Productivity losses*
3.02
$  M
Value at risk*
1.07
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2298
days  per year
Producitivity gains**
1.12
$  M
Risk reduction**
0.39
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Technology
FTE days lost*
5646
days per year
Productivity losses*
2.75
$  M
Value at risk*
1.27
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2089
days  per year
Producitivity gains**
1.02
$  M
Risk reduction**
0.46
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Technology
FTE days lost*
8016
days per year
Productivity losses*
3.90
$  M
Value at risk*
0.00
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2966
days  per year
Producitivity gains**
1.44
$  M
Risk reduction**
0.00
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
251-500
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Basic Materials
FTE days lost*
4315
days per year
Productivity losses*
2.10
$  M
Value at risk*
1.75
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1596
days  per year
Producitivity gains**
0.78
$  M
Risk reduction**
0.63
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
51-100
Market cap
Micro-cap
Revenue category
$10M to $50M
Sector
Technology
FTE days lost*
755
days per year
Productivity losses*
0.37
$  M
Value at risk*
3.34
$  M
Avg. failure risk*
58
%
FTEs unblocked**
279
days  per year
Producitivity gains**
0.14
$  M
Risk reduction**
1.20
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
251-500
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Technology
FTE days lost*
4447
days per year
Productivity losses*
2.16
$  M
Value at risk*
1.49
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1645
days  per year
Producitivity gains**
0.80
$  M
Risk reduction**
0.54
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
251-500
Market cap
Micro-cap
Revenue category
$50M to $100M
Sector
Industrials
FTE days lost*
3673
days per year
Productivity losses*
1.79
$  M
Value at risk*
1.85
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1359
days  per year
Producitivity gains**
0.66
$  M
Risk reduction**
0.67
$  M
Avg. risk reduction**
36
%
August 14, 2023
Decision architect course

One course to decision competence

Position yourself for high-stakes decision making

Be the person for solving the future of decision optimization

Learn to identify, prioritize, and optimize critical use cases

Guide your company to outperforming a decision making process

Understand the field of Decision optimization

Deep dive on what the new category can do for your company

Live session with QA to get you going right away

Learn from the founder of the first decision optimization software and with 10 years experience in the field

Setup your company for decision success

Learn from the founder of the first decision optimization software and with 10 years experience in the field

Watch Intro (2 min)
* LOSS ASSUMPTIONS: Based on a VaR (Value at Risk) of 34% (R&D) to business transformation (70%) and 82% (M&A) averaged to 58% (Dellermann 2020, McKinsey 2018). All calculations are based on R&D investments, CapEx and acquisition investments. The average company employs around 20% managers who spend 37 percent of their time making decisions, of which 58 percent are inefficient; each manager works for 220 days, (1760 working hours), and receives an average salary of €107k (McKinsey 2019). All data from publicly available annual reports 2022.
** OPPORTUNITY ASSUMPTIONS: Based on a risk reduction potential of 36% and an efficiency improvement potential of 37% (Dellermann 2020).
Decision architect course

One course to decision competence

Position yourself for high-stakes decision making

Be the person for solving the future of decision optimization

Learn to identify, prioritize, and optimize critical use cases

Guide your company to outperforming a decision making process

Understand the field of Decision optimization

Deep dive on what the new category can do for your company

Live session with QA to get you going right away

Learn from the founder of the first decision optimization software and with 10 years experience in the field

Setup your company for decision success

Learn from the founder of the first decision optimization software and with 10 years experience in the field

Watch Intro (2 min)
course roadmap

Four sessions to next-level decision making

part 1
01

Problem framing

We’ll help you to discover the most critical decisions for optimization to define the scope of your journey to outperforming decision-making.

Decision audit
2 hours
part 2
02

Use cases scoping

Our decision specialists help you optimize your decision-making process, define the required insights, data, AI services and tasks, and create a custom decision template dedicated to your needs.

Decision engineering
2 hours
part
03

Decision engineering

We deliver your fully customised dedicated instance of DeOS, onboard your team and data and guide your team to let you experience the full power of decision optimisation in action and create your success story.

DeOS pilot
2 hours
Kick-off &
-project scope
Validated
use case
Go Live &
rollout
Decision optimzation system

Meet the first software for decision optimization

DeOS decision templates standardize everything from data to actions with best-practice business knowledge built in, so you can get started with a single click.

Meet DeOS

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Business value calculator

Use our enterprise value calculator to work out exactly how much money you are leaving on the table — and how much you could stand to gain by transforming how you make high-stakes decisions with DeOS - the Decision Optimization System.

High-stakes investments (M&A, R&D, business model transformation etc.)
in millions $ / annually
0
200m
Business analysts, strategy consultants and data scientists working for those initiatives
FTE
0
200 Empl.
Average cost per full time employee in this role
in thousands $ / annually
0
200 K / year
Calculate benefit
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Explore decision-centric services

DeOS decision templates empower business users to apply AI-powered insights to how they make all kind of high-stakes decisions — without having to switch between tools.

Explore solutions
R&D Investment
Option Pricing
Investment Target Screening
Make-or-buy - purchasing
Asset Valuation
Stock Selection
Credit Risk Monitoring
Strategic Alliance
Carve out
Capital Allocation Optimization
Business Unit Risk Monitoring
Venture Capital Investment
Enterprise Capital Allocation
ETF Allocation
Earnings Allocation
Stock Investment
Secondary Buyout (SBO)
Partner Screening
Buy Side Advisory
Performance Monitoring
Business Unit Performance Monitoring
Portfolio Allocation Optimization
Make-or-acquire
CapEx Investment
R&D Portfolio Risk Monitoring
Market Risk Monitoring
Earnings Optimization
Merger
Private Equity Portfolio Allocation
Country Index Allocation
Price Target
Debt Restructuring
Spin Off
Budgeting
Value Optimization
Asset Sale
Entry
Infrastructure Investment
Equity Investment
Market Index Monitoring
Deal Structure Optimization
R&D Portfolio Performance Monitoring
Sell-side advisory
Investor Sourcing
R&D Portfolio Optimization
Market Entry
Acquisition
Investment
OEM (Customer) Screening
CapEx Initiative Priorization
Private Equity Portfolio Monitoring
Financial Planning
Initiative Portfolio Risk Monitoring
Asset Acquisition
Transformation Portfolio Risk Monitoring
Portfolio Risk monitoring
Acquisition Target Screening
R&D Partnership
Strategy Selection
Initiative Portfolio Performance Monitoring
Technology scouting
Platform Ecosystem
Asset Portfolio Risk Monitoring
LBO Financing
Component Sourcing Strategy
IPO Structure Optimization
Divestiture
Supplier Sourcing
Capital Structure Optimization
Business Case Valuation
Fairness Opinion
Joint Venture
Working Capital Optimization
Acquisition-financing
Market Index Allocation
R&D Initiative Priorization
Hedge Fund Portfolio Allocation
Sell-side Avisory Opportunity
Transformation Initiative Priorization
Asset Price Optimization
Bid Strategy Optimization
Business Portfolio Optimization
Hedge Fund Portfolio Monitoring
Risk Monitoring
Internationalization
Corporate Venture Capital Investment
OEM Partnership
Buyer Screening
Cloud strategy
Take-Privat
Opportunity Selection
Exit Strategy Evaluation
Enterprise Valuation
Enterprise Value Optimization
Project Financing Structuring
case study

Better M&A performance requires better decisions

Learn why your most impactful business process is broken

Manual work, siloed data, and biased decisions cost your business millions of dollars - every single year.

Explore how DeOS optimizes your M&A decisions

DeOS connects decisions on a single platform, automates data analysis with best-in-class AI engines, and augments everyone with intelligence to outperform in M&A.

Learn how to get started today

DeOS out-of-the-box solutions empower you to get started right away and deliver value from day one.

Download now