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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
Financial Services
FTE days lost*
395721
days per year
Productivity losses*
192.46
$  M
Value at risk*
444.86
$  M
Avg. failure risk*
58
%
FTEs unblocked**
146416
days  per year
Producitivity gains**
71.21
$  M
Risk reduction**
160.15
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
Industrials
FTE days lost*
171389
days per year
Productivity losses*
83.36
$  M
Value at risk*
551.06
$  M
Avg. failure risk*
58
%
FTEs unblocked**
63413
days  per year
Producitivity gains**
30.84
$  M
Risk reduction**
198.38
$  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*
613925
days per year
Productivity losses*
298.59
$  M
Value at risk*
313.72
$  M
Avg. failure risk*
58
%
FTEs unblocked**
227152
days  per year
Producitivity gains**
110.48
$  M
Risk reduction**
112.94
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Mid-cap
Revenue category
$1B to $10B
Sector
0
FTE days lost*
42726
days per year
Productivity losses*
20.78
$  M
Value at risk*
587.08
$  M
Avg. failure risk*
58
%
FTEs unblocked**
15808
days  per year
Producitivity gains**
7.69
$  M
Risk reduction**
211.35
$  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*
204333
days per year
Productivity losses*
99.38
$  M
Value at risk*
488.36
$  M
Avg. failure risk*
58
%
FTEs unblocked**
75603
days  per year
Producitivity gains**
36.77
$  M
Risk reduction**
175.81
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Micro-cap
Revenue category
Less than $1M
Sector
Healthcare
FTE days lost*
1173643
days per year
Productivity losses*
570.82
$  M
Value at risk*
0.00
$  M
Avg. failure risk*
58
%
FTEs unblocked**
434247
days  per year
Producitivity gains**
211.20
$  M
Risk reduction**
0.00
$  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*
154458
days per year
Productivity losses*
75.12
$  M
Value at risk*
507.73
$  M
Avg. failure risk*
58
%
FTEs unblocked**
57149
days  per year
Producitivity gains**
27.80
$  M
Risk reduction**
182.78
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
251-500
Market cap
Small-cap
Revenue category
$500M to $1B
Sector
Real Estate
FTE days lost*
3153
days per year
Productivity losses*
1.53
$  M
Value at risk*
538.31
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1166
days  per year
Producitivity gains**
0.57
$  M
Risk reduction**
193.79
$  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*
310730
days per year
Productivity losses*
151.13
$  M
Value at risk*
355.94
$  M
Avg. failure risk*
58
%
FTEs unblocked**
114970
days  per year
Producitivity gains**
55.92
$  M
Risk reduction**
128.14
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
Communication Services
FTE days lost*
100910
days per year
Productivity losses*
49.08
$  M
Value at risk*
411.23
$  M
Avg. failure risk*
58
%
FTEs unblocked**
37337
days  per year
Producitivity gains**
18.16
$  M
Risk reduction**
148.04
$  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
Make-or-acquire
Transformation Initiative Priorization
Investor Sourcing
Hedge Fund Portfolio Monitoring
Option Pricing
Merger
Value Optimization
Strategic Alliance
Portfolio Allocation Optimization
Equity Investment
Business Unit Performance Monitoring
IPO Structure Optimization
Acquisition
Country Index Allocation
R&D Portfolio Performance Monitoring
Technology scouting
Business Case Valuation
Spin Off
Stock Selection
Hedge Fund Portfolio Allocation
Credit Risk Monitoring
Fairness Opinion
Exit Strategy Evaluation
CapEx Initiative Priorization
Asset Price Optimization
Market Entry
R&D Portfolio Optimization
CapEx Investment
Entry
Asset Portfolio Risk Monitoring
ETF Allocation
Make-or-buy - purchasing
Transformation Portfolio Risk Monitoring
Market Risk Monitoring
Earnings Allocation
Divestiture
Deal Structure Optimization
Business Unit Risk Monitoring
Initiative Portfolio Performance Monitoring
Working Capital Optimization
Project Financing Structuring
Market Index Monitoring
Sell-side advisory
Asset Sale
Acquisition Target Screening
Joint Venture
Buy Side Advisory
Platform Ecosystem
Investment Target Screening
Earnings Optimization
Portfolio Risk monitoring
Sell-side Avisory Opportunity
Enterprise Capital Allocation
Infrastructure Investment
Initiative Portfolio Risk Monitoring
R&D Initiative Priorization
Asset Acquisition
Secondary Buyout (SBO)
R&D Partnership
OEM (Customer) Screening
Acquisition-financing
Bid Strategy Optimization
Enterprise Valuation
Budgeting
Risk Monitoring
Venture Capital Investment
Cloud strategy
R&D Investment
R&D Portfolio Risk Monitoring
Price Target
Stock Investment
Market Index Allocation
Supplier Sourcing
Opportunity Selection
Private Equity Portfolio Monitoring
Strategy Selection
Component Sourcing Strategy
Buyer Screening
Partner Screening
LBO Financing
Investment
Enterprise Value Optimization
Performance Monitoring
Debt Restructuring
Corporate Venture Capital Investment
Take-Privat
Private Equity Portfolio Allocation
Asset Valuation
Financial Planning
Carve out
Internationalization
OEM Partnership
Capital Allocation Optimization
Business Portfolio Optimization
Capital 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