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Still wondering what your company or your competitors lose by making management decisions the outdated way?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