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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
10
items
Company
losses*
opportunity**
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Consumer Cyclical
FTE days lost*
1879396
days per year
Productivity losses*
914.07
$  M
Value at risk*
3737.29
$  M
Avg. failure risk*
58
%
FTEs unblocked**
695376
days  per year
Producitivity gains**
338.21
$  M
Risk reduction**
1345.42
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
11-50
Market cap
Large-cap
Revenue category
$500M to $1B
Sector
Consumer Cyclical
FTE days lost*
377
days per year
Productivity losses*
0.18
$  M
Value at risk*
4246.18
$  M
Avg. failure risk*
58
%
FTEs unblocked**
139
days  per year
Producitivity gains**
0.07
$  M
Risk reduction**
1528.62
$  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*
2976556
days per year
Productivity losses*
1447.69
$  M
Value at risk*
2181.38
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1101325
days  per year
Producitivity gains**
535.64
$  M
Risk reduction**
785.30
$  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*
601594
days per year
Productivity losses*
292.59
$  M
Value at risk*
3002.66
$  M
Avg. failure risk*
58
%
FTEs unblocked**
222589
days  per year
Producitivity gains**
108.26
$  M
Risk reduction**
1080.96
$  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*
596882
days per year
Productivity losses*
290.30
$  M
Value at risk*
2992.22
$  M
Avg. failure risk*
58
%
FTEs unblocked**
220846
days  per year
Producitivity gains**
107.41
$  M
Risk reduction**
1077.20
$  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*
546601
days per year
Productivity losses*
265.85
$  M
Value at risk*
2408.16
$  M
Avg. failure risk*
58
%
FTEs unblocked**
202242
days  per year
Producitivity gains**
98.36
$  M
Risk reduction**
866.94
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Small-cap
Revenue category
$1B to $10B
Sector
Technology
FTE days lost*
30838
days per year
Productivity losses*
15.00
$  M
Value at risk*
2590.58
$  M
Avg. failure risk*
58
%
FTEs unblocked**
11410
days  per year
Producitivity gains**
5.55
$  M
Risk reduction**
932.61
$  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*
1503730
days per year
Productivity losses*
731.36
$  M
Value at risk*
1339.22
$  M
Avg. failure risk*
58
%
FTEs unblocked**
556380
days  per year
Producitivity gains**
270.60
$  M
Risk reduction**
482.12
$  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*
1083732
days per year
Productivity losses*
527.09
$  M
Value at risk*
1469.14
$  M
Avg. failure risk*
58
%
FTEs unblocked**
400981
days  per year
Producitivity gains**
195.02
$  M
Risk reduction**
528.89
$  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*
668521
days per year
Productivity losses*
325.14
$  M
Value at risk*
1547.44
$  M
Avg. failure risk*
58
%
FTEs unblocked**
247353
days  per year
Producitivity gains**
120.30
$  M
Risk reduction**
557.08
$  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
Sell-side Avisory Opportunity
Private Equity Portfolio Allocation
ETF Allocation
Performance Monitoring
Strategy Selection
Private Equity Portfolio Monitoring
Credit Risk Monitoring
Asset Acquisition
Make-or-buy - purchasing
Carve out
Debt Restructuring
R&D Investment
CapEx Investment
Component Sourcing Strategy
CapEx Initiative Priorization
Buy Side Advisory
Cloud strategy
Venture Capital Investment
Asset Sale
Working Capital Optimization
Internationalization
Take-Privat
Entry
Stock Selection
Capital Allocation Optimization
Earnings Optimization
Option Pricing
R&D Partnership
Earnings Allocation
Initiative Portfolio Risk Monitoring
Acquisition-financing
Buyer Screening
Hedge Fund Portfolio Monitoring
Market Index Allocation
Business Unit Risk Monitoring
Portfolio Risk monitoring
Market Risk Monitoring
Capital Structure Optimization
Country Index Allocation
Acquisition Target Screening
Hedge Fund Portfolio Allocation
IPO Structure Optimization
Value Optimization
Business Unit Performance Monitoring
Exit Strategy Evaluation
LBO Financing
Asset Valuation
Business Portfolio Optimization
Initiative Portfolio Performance Monitoring
R&D Portfolio Performance Monitoring
Project Financing Structuring
OEM (Customer) Screening
Merger
Infrastructure Investment
Portfolio Allocation Optimization
R&D Initiative Priorization
Acquisition
Equity Investment
Asset Price Optimization
Market Entry
Enterprise Value Optimization
Opportunity Selection
Secondary Buyout (SBO)
Stock Investment
Budgeting
Enterprise Valuation
Transformation Portfolio Risk Monitoring
Investor Sourcing
Investment Target Screening
Investment
Partner Screening
Bid Strategy Optimization
Supplier Sourcing
Platform Ecosystem
Spin Off
Strategic Alliance
Business Case Valuation
Risk Monitoring
Corporate Venture Capital Investment
Transformation Initiative Priorization
OEM Partnership
Enterprise Capital Allocation
Technology scouting
Joint Venture
Asset Portfolio Risk Monitoring
Divestiture
Market Index Monitoring
R&D Portfolio Optimization
Make-or-acquire
Sell-side advisory
Financial Planning
Fairness Opinion
Price Target
R&D Portfolio Risk Monitoring
Deal Structure Optimization
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