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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
Mid-cap
Revenue category
$10B+
Sector
Industrials
FTE days lost*
911134
days per year
Productivity losses*
443.14
$  M
Value at risk*
1385.62
$  M
Avg. failure risk*
58
%
FTEs unblocked**
337119
days  per year
Producitivity gains**
163.96
$  M
Risk reduction**
498.82
$  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*
887585
days per year
Productivity losses*
431.69
$  M
Value at risk*
1297.46
$  M
Avg. failure risk*
58
%
FTEs unblocked**
328406
days  per year
Producitivity gains**
159.73
$  M
Risk reduction**
467.09
$  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*
961982
days per year
Productivity losses*
467.87
$  M
Value at risk*
1143.18
$  M
Avg. failure risk*
58
%
FTEs unblocked**
355933
days  per year
Producitivity gains**
173.11
$  M
Risk reduction**
411.54
$  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*
1173643
days per year
Productivity losses*
570.82
$  M
Value at risk*
951.80
$  M
Avg. failure risk*
58
%
FTEs unblocked**
434247
days  per year
Producitivity gains**
211.20
$  M
Risk reduction**
342.65
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
Consumer Cyclical
FTE days lost*
790376
days per year
Productivity losses*
384.41
$  M
Value at risk*
1017.32
$  M
Avg. failure risk*
58
%
FTEs unblocked**
292439
days  per year
Producitivity gains**
142.23
$  M
Risk reduction**
366.24
$  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*
541370
days per year
Productivity losses*
263.30
$  M
Value at risk*
1085.76
$  M
Avg. failure risk*
58
%
FTEs unblocked**
200307
days  per year
Producitivity gains**
97.42
$  M
Risk reduction**
390.87
$  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*
486208
days per year
Productivity losses*
236.47
$  M
Value at risk*
821.57
$  M
Avg. failure risk*
58
%
FTEs unblocked**
179896
days  per year
Producitivity gains**
87.50
$  M
Risk reduction**
295.77
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
Basic Materials
FTE days lost*
124035
days per year
Productivity losses*
60.33
$  M
Value at risk*
942.50
$  M
Avg. failure risk*
58
%
FTEs unblocked**
45893
days  per year
Producitivity gains**
22.32
$  M
Risk reduction**
339.30
$  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*
134535
days per year
Productivity losses*
65.43
$  M
Value at risk*
913.91
$  M
Avg. failure risk*
58
%
FTEs unblocked**
49778
days  per year
Producitivity gains**
24.21
$  M
Risk reduction**
329.01
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
0
FTE days lost*
306160
days per year
Productivity losses*
148.91
$  M
Value at risk*
824.18
$  M
Avg. failure risk*
58
%
FTEs unblocked**
113279
days  per year
Producitivity gains**
55.09
$  M
Risk reduction**
296.70
$  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
Entry
Investment
R&D Partnership
Sell-side advisory
Component Sourcing Strategy
ETF Allocation
Private Equity Portfolio Allocation
Market Index Allocation
Transformation Initiative Priorization
R&D Portfolio Optimization
Enterprise Capital Allocation
Working Capital Optimization
Stock Investment
Take-Privat
Strategy Selection
R&D Portfolio Risk Monitoring
Investment Target Screening
Cloud strategy
R&D Investment
Asset Sale
Market Risk Monitoring
Secondary Buyout (SBO)
Equity Investment
CapEx Investment
Option Pricing
Initiative Portfolio Risk Monitoring
Business Unit Risk Monitoring
Transformation Portfolio Risk Monitoring
IPO Structure Optimization
Market Index Monitoring
Country Index Allocation
Capital Structure Optimization
Asset Acquisition
Market Entry
Deal Structure Optimization
Spin Off
Partner Screening
Risk Monitoring
Asset Price Optimization
Internationalization
Strategic Alliance
Asset Portfolio Risk Monitoring
Project Financing Structuring
Acquisition Target Screening
Portfolio Risk monitoring
R&D Initiative Priorization
Carve out
Enterprise Value Optimization
Venture Capital Investment
Performance Monitoring
Price Target
Hedge Fund Portfolio Allocation
Value Optimization
Acquisition-financing
Exit Strategy Evaluation
OEM Partnership
Opportunity Selection
Business Portfolio Optimization
Make-or-buy - purchasing
Enterprise Valuation
Initiative Portfolio Performance Monitoring
Make-or-acquire
Private Equity Portfolio Monitoring
Infrastructure Investment
R&D Portfolio Performance Monitoring
Merger
Business Case Valuation
Portfolio Allocation Optimization
Financial Planning
Joint Venture
LBO Financing
Buyer Screening
Bid Strategy Optimization
Earnings Optimization
CapEx Initiative Priorization
Credit Risk Monitoring
Divestiture
Capital Allocation Optimization
Platform Ecosystem
Sell-side Avisory Opportunity
Earnings Allocation
Investor Sourcing
Fairness Opinion
Budgeting
Stock Selection
Hedge Fund Portfolio Monitoring
OEM (Customer) Screening
Asset Valuation
Corporate Venture Capital Investment
Technology scouting
Business Unit Performance Monitoring
Debt Restructuring
Acquisition
Buy Side Advisory
Supplier Sourcing
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