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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Consumer Cyclical
FTE days lost*
6381929
days per year
Productivity losses*
3103.94
$  M
Value at risk*
15016.20
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2361313
days  per year
Producitivity gains**
1148.46
$  M
Risk reduction**
5405.83
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Communication Services
FTE days lost*
1962026
days per year
Productivity losses*
954.26
$  M
Value at risk*
16396.60
$  M
Avg. failure risk*
58
%
FTEs unblocked**
725949
days  per year
Producitivity gains**
353.08
$  M
Risk reduction**
5902.78
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Consumer Cyclical
FTE days lost*
1583745
days per year
Productivity losses*
770.28
$  M
Value at risk*
8693.62
$  M
Avg. failure risk*
58
%
FTEs unblocked**
585985
days  per year
Producitivity gains**
285.00
$  M
Risk reduction**
3129.70
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Consumer Cyclical
FTE days lost*
1411402
days per year
Productivity losses*
686.45
$  M
Value at risk*
7329.46
$  M
Avg. failure risk*
58
%
FTEs unblocked**
522219
days  per year
Producitivity gains**
253.99
$  M
Risk reduction**
2638.61
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Healthcare
FTE days lost*
924618
days per year
Productivity losses*
449.70
$  M
Value at risk*
6797.02
$  M
Avg. failure risk*
58
%
FTEs unblocked**
342108
days  per year
Producitivity gains**
166.39
$  M
Risk reduction**
2446.93
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Industrials
FTE days lost*
2936586
days per year
Productivity losses*
1428.25
$  M
Value at risk*
4526.32
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1086536
days  per year
Producitivity gains**
528.45
$  M
Risk reduction**
1629.48
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Industrials
FTE days lost*
5537061
days per year
Productivity losses*
2693.03
$  M
Value at risk*
3162.16
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2048712
days  per year
Producitivity gains**
996.42
$  M
Risk reduction**
1138.38
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Utilities
FTE days lost*
172890
days per year
Productivity losses*
84.09
$  M
Value at risk*
5201.44
$  M
Avg. failure risk*
58
%
FTEs unblocked**
63969
days  per year
Producitivity gains**
31.11
$  M
Risk reduction**
1872.52
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Technology
FTE days lost*
994549
days per year
Productivity losses*
483.71
$  M
Value at risk*
4308.82
$  M
Avg. failure risk*
58
%
FTEs unblocked**
367983
days  per year
Producitivity gains**
178.97
$  M
Risk reduction**
1551.18
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Basic Materials
FTE days lost*
1051080
days per year
Productivity losses*
511.21
$  M
Value at risk*
4263.58
$  M
Avg. failure risk*
58
%
FTEs unblocked**
388899
days  per year
Producitivity gains**
189.15
$  M
Risk reduction**
1534.89
$  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
Spin Off
Fairness Opinion
Infrastructure Investment
R&D Initiative Priorization
Performance Monitoring
Initiative Portfolio Performance Monitoring
Carve out
Market Entry
Asset Acquisition
Investment
Business Unit Performance Monitoring
Joint Venture
Opportunity Selection
Business Portfolio Optimization
Financial Planning
Enterprise Valuation
OEM Partnership
Venture Capital Investment
Value Optimization
IPO Structure Optimization
Technology scouting
Acquisition
Internationalization
Sell-side advisory
Market Index Allocation
Budgeting
Investor Sourcing
Asset Sale
Transformation Initiative Priorization
Acquisition-financing
Hedge Fund Portfolio Allocation
CapEx Investment
Secondary Buyout (SBO)
Component Sourcing Strategy
Option Pricing
Exit Strategy Evaluation
Stock Investment
Cloud strategy
Merger
Partner Screening
Bid Strategy Optimization
Platform Ecosystem
Market Risk Monitoring
Initiative Portfolio Risk Monitoring
Transformation Portfolio Risk Monitoring
Credit Risk Monitoring
Buyer Screening
Stock Selection
Asset Valuation
Earnings Allocation
Corporate Venture Capital Investment
Market Index Monitoring
R&D Partnership
R&D Portfolio Optimization
Strategic Alliance
Private Equity Portfolio Allocation
Entry
OEM (Customer) Screening
Make-or-acquire
Earnings Optimization
R&D Portfolio Risk Monitoring
Hedge Fund Portfolio Monitoring
Buy Side Advisory
Deal Structure Optimization
Country Index Allocation
CapEx Initiative Priorization
Portfolio Risk monitoring
Sell-side Avisory Opportunity
Supplier Sourcing
Take-Privat
ETF Allocation
Enterprise Value Optimization
R&D Investment
Business Unit Risk Monitoring
Divestiture
Strategy Selection
Portfolio Allocation Optimization
Private Equity Portfolio Monitoring
Debt Restructuring
Enterprise Capital Allocation
Working Capital Optimization
Capital Structure Optimization
Asset Price Optimization
Acquisition Target Screening
Price Target
Investment Target Screening
Project Financing Structuring
Equity Investment
LBO Financing
Asset Portfolio Risk Monitoring
R&D Portfolio Performance Monitoring
Make-or-buy - purchasing
Risk Monitoring
Capital Allocation Optimization
Business Case Valuation
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