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Still wondering what your company or your competitors lose by making management decisions the outdated way?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