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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
Consumer Cyclical
FTE days lost*
355298
days per year
Productivity losses*
172.80
$  M
Value at risk*
749.76
$  M
Avg. failure risk*
58
%
FTEs unblocked**
131460
days  per year
Producitivity gains**
63.94
$  M
Risk reduction**
269.91
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Consumer Defensive
FTE days lost*
483450
days per year
Productivity losses*
235.13
$  M
Value at risk*
676.28
$  M
Avg. failure risk*
58
%
FTEs unblocked**
178876
days  per year
Producitivity gains**
87.00
$  M
Risk reduction**
243.46
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Financial Services
FTE days lost*
822008
days per year
Productivity losses*
399.79
$  M
Value at risk*
450.08
$  M
Avg. failure risk*
58
%
FTEs unblocked**
304143
days  per year
Producitivity gains**
147.92
$  M
Risk reduction**
162.03
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
5001-10000
Market cap
Mid-cap
Revenue category
$10B+
Sector
Communication Services
FTE days lost*
68485
days per year
Productivity losses*
33.31
$  M
Value at risk*
803.30
$  M
Avg. failure risk*
58
%
FTEs unblocked**
25339
days  per year
Producitivity gains**
12.32
$  M
Risk reduction**
289.19
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Micro-cap
Revenue category
$10B+
Sector
Industrials
FTE days lost*
897877
days per year
Productivity losses*
436.70
$  M
Value at risk*
379.31
$  M
Avg. failure risk*
58
%
FTEs unblocked**
332214
days  per year
Producitivity gains**
161.58
$  M
Risk reduction**
136.55
$  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*
142089
days per year
Productivity losses*
69.11
$  M
Value at risk*
717.17
$  M
Avg. failure risk*
58
%
FTEs unblocked**
52573
days  per year
Producitivity gains**
25.57
$  M
Risk reduction**
258.18
$  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*
166101
days per year
Productivity losses*
80.79
$  M
Value at risk*
695.42
$  M
Avg. failure risk*
58
%
FTEs unblocked**
61457
days  per year
Producitivity gains**
29.89
$  M
Risk reduction**
250.35
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
5001-10000
Market cap
Mid-cap
Revenue category
$10B+
Sector
Communication Services
FTE days lost*
69807
days per year
Productivity losses*
33.95
$  M
Value at risk*
729.06
$  M
Avg. failure risk*
58
%
FTEs unblocked**
25828
days  per year
Producitivity gains**
12.56
$  M
Risk reduction**
262.46
$  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*
115811
days per year
Productivity losses*
56.33
$  M
Value at risk*
628.65
$  M
Avg. failure risk*
58
%
FTEs unblocked**
42850
days  per year
Producitivity gains**
20.84
$  M
Risk reduction**
226.31
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
Consumer Defensive
FTE days lost*
820638
days per year
Productivity losses*
399.13
$  M
Value at risk*
252.30
$  M
Avg. failure risk*
58
%
FTEs unblocked**
303636
days  per year
Producitivity gains**
147.68
$  M
Risk reduction**
90.83
$  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
IPO Structure Optimization
Component Sourcing Strategy
OEM (Customer) Screening
Exit Strategy Evaluation
Internationalization
Investment Target Screening
Market Index Monitoring
Bid Strategy Optimization
Joint Venture
Investment
Market Index Allocation
R&D Portfolio Performance Monitoring
Project Financing Structuring
Transformation Portfolio Risk Monitoring
Capital Allocation Optimization
Working Capital Optimization
Market Risk Monitoring
Transformation Initiative Priorization
Risk Monitoring
Hedge Fund Portfolio Monitoring
Deal Structure Optimization
R&D Portfolio Optimization
Debt Restructuring
Asset Sale
Enterprise Value Optimization
Private Equity Portfolio Allocation
Strategy Selection
R&D Portfolio Risk Monitoring
Business Portfolio Optimization
Partner Screening
Earnings Optimization
Value Optimization
Opportunity Selection
Option Pricing
Supplier Sourcing
Portfolio Allocation Optimization
Buyer Screening
Sell-side advisory
R&D Initiative Priorization
Infrastructure Investment
Buy Side Advisory
CapEx Investment
Market Entry
Secondary Buyout (SBO)
Budgeting
Acquisition
Price Target
OEM Partnership
Asset Price Optimization
Business Unit Performance Monitoring
Business Unit Risk Monitoring
Earnings Allocation
Performance Monitoring
Country Index Allocation
Financial Planning
Credit Risk Monitoring
Fairness Opinion
Enterprise Capital Allocation
CapEx Initiative Priorization
Asset Portfolio Risk Monitoring
Technology scouting
Divestiture
Portfolio Risk monitoring
Stock Selection
LBO Financing
Make-or-buy - purchasing
Platform Ecosystem
ETF Allocation
Entry
Cloud strategy
Venture Capital Investment
Initiative Portfolio Performance Monitoring
Sell-side Avisory Opportunity
Spin Off
Acquisition-financing
Business Case Valuation
Private Equity Portfolio Monitoring
Investor Sourcing
Asset Valuation
Asset Acquisition
Merger
Capital Structure Optimization
Carve out
Stock Investment
Equity Investment
Corporate Venture Capital Investment
Enterprise Valuation
Take-Privat
Initiative Portfolio Risk Monitoring
R&D Partnership
Strategic Alliance
Acquisition Target Screening
Make-or-acquire
Hedge Fund Portfolio Allocation
R&D Investment
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