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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
1001-5000
Market cap
Small-cap
Revenue category
$1B to $10B
Sector
Financial Services
FTE days lost*
21264
days per year
Productivity losses*
10.34
$  M
Value at risk*
20.99
$  M
Avg. failure risk*
58
%
FTEs unblocked**
7867
days  per year
Producitivity gains**
3.83
$  M
Risk reduction**
7.56
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Micro-cap
Revenue category
$1B to $10B
Sector
Technology
FTE days lost*
26627
days per year
Productivity losses*
12.95
$  M
Value at risk*
17.69
$  M
Avg. failure risk*
58
%
FTEs unblocked**
9852
days  per year
Producitivity gains**
4.79
$  M
Risk reduction**
6.37
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Micro-cap
Revenue category
$1B to $10B
Sector
Communication Services
FTE days lost*
10613
days per year
Productivity losses*
5.16
$  M
Value at risk*
23.97
$  M
Avg. failure risk*
58
%
FTEs unblocked**
3926
days  per year
Producitivity gains**
1.91
$  M
Risk reduction**
8.63
$  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
Industrials
FTE days lost*
29828
days per year
Productivity losses*
14.51
$  M
Value at risk*
14.03
$  M
Avg. failure risk*
58
%
FTEs unblocked**
11036
days  per year
Producitivity gains**
5.37
$  M
Risk reduction**
5.05
$  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
Financial Services
FTE days lost*
32453
days per year
Productivity losses*
15.78
$  M
Value at risk*
12.31
$  M
Avg. failure risk*
58
%
FTEs unblocked**
12007
days  per year
Producitivity gains**
5.84
$  M
Risk reduction**
4.43
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Micro-cap
Revenue category
$1B to $10B
Sector
Technology
FTE days lost*
14021
days per year
Productivity losses*
6.82
$  M
Value at risk*
20.93
$  M
Avg. failure risk*
58
%
FTEs unblocked**
5188
days  per year
Producitivity gains**
2.52
$  M
Risk reduction**
7.53
$  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
Communication Services
FTE days lost*
17883
days per year
Productivity losses*
8.70
$  M
Value at risk*
18.23
$  M
Avg. failure risk*
58
%
FTEs unblocked**
6617
days  per year
Producitivity gains**
3.22
$  M
Risk reduction**
6.56
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
101-250
Market cap
Small-cap
Revenue category
$100M to $500M
Sector
Healthcare
FTE days lost*
1293
days per year
Productivity losses*
0.63
$  M
Value at risk*
25.97
$  M
Avg. failure risk*
58
%
FTEs unblocked**
478
days  per year
Producitivity gains**
0.23
$  M
Risk reduction**
9.35
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Micro-cap
Revenue category
$1B to $10B
Sector
Energy
FTE days lost*
15768
days per year
Productivity losses*
7.67
$  M
Value at risk*
18.73
$  M
Avg. failure risk*
58
%
FTEs unblocked**
5834
days  per year
Producitivity gains**
2.84
$  M
Risk reduction**
6.74
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
11-50
Market cap
Micro-cap
Revenue category
$50M to $100M
Sector
Real Estate
FTE days lost*
198
days per year
Productivity losses*
0.10
$  M
Value at risk*
26.19
$  M
Avg. failure risk*
58
%
FTEs unblocked**
73
days  per year
Producitivity gains**
0.04
$  M
Risk reduction**
9.43
$  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
Business Case Valuation
R&D Partnership
Project Financing Structuring
Working Capital Optimization
Acquisition
Asset Portfolio Risk Monitoring
Partner Screening
Take-Privat
CapEx Investment
Market Entry
Financial Planning
Merger
Supplier Sourcing
Buy Side Advisory
ETF Allocation
Strategy Selection
Carve out
Asset Acquisition
R&D Portfolio Risk Monitoring
R&D Portfolio Performance Monitoring
Asset Price Optimization
Earnings Allocation
Asset Sale
OEM Partnership
Hedge Fund Portfolio Monitoring
Acquisition-financing
Capital Structure Optimization
LBO Financing
Joint Venture
Investment Target Screening
Buyer Screening
Enterprise Value Optimization
Initiative Portfolio Performance Monitoring
Opportunity Selection
Earnings Optimization
Divestiture
Market Risk Monitoring
Asset Valuation
Market Index Allocation
Stock Investment
Transformation Portfolio Risk Monitoring
Debt Restructuring
Venture Capital Investment
Technology scouting
Performance Monitoring
Secondary Buyout (SBO)
Private Equity Portfolio Allocation
Portfolio Allocation Optimization
Enterprise Capital Allocation
Stock Selection
Corporate Venture Capital Investment
Portfolio Risk monitoring
Hedge Fund Portfolio Allocation
Entry
R&D Investment
CapEx Initiative Priorization
Business Unit Risk Monitoring
Sell-side advisory
Sell-side Avisory Opportunity
Transformation Initiative Priorization
Country Index Allocation
Market Index Monitoring
Spin Off
Business Unit Performance Monitoring
OEM (Customer) Screening
Component Sourcing Strategy
Bid Strategy Optimization
Investment
Internationalization
Capital Allocation Optimization
Business Portfolio Optimization
Value Optimization
Risk Monitoring
Cloud strategy
Strategic Alliance
Price Target
Equity Investment
Platform Ecosystem
Exit Strategy Evaluation
R&D Initiative Priorization
Enterprise Valuation
Credit Risk Monitoring
Investor Sourcing
Private Equity Portfolio Monitoring
Initiative Portfolio Risk Monitoring
Acquisition Target Screening
Fairness Opinion
R&D Portfolio Optimization
Option Pricing
IPO Structure Optimization
Make-or-acquire
Make-or-buy - purchasing
Budgeting
Deal Structure Optimization
Infrastructure 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