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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
11-50
Market cap
Micro-cap
Revenue category
Less than $1M
Sector
Healthcare
FTE days lost*
415
days per year
Productivity losses*
0.20
$  M
Value at risk*
21.86
$  M
Avg. failure risk*
58
%
FTEs unblocked**
153
days  per year
Producitivity gains**
0.07
$  M
Risk reduction**
7.87
$  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
Consumer Cyclical
FTE days lost*
26410
days per year
Productivity losses*
12.85
$  M
Value at risk*
8.41
$  M
Avg. failure risk*
58
%
FTEs unblocked**
9771
days  per year
Producitivity gains**
4.75
$  M
Risk reduction**
3.03
$  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*
17222
days per year
Productivity losses*
8.38
$  M
Value at risk*
12.87
$  M
Avg. failure risk*
58
%
FTEs unblocked**
6372
days  per year
Producitivity gains**
3.10
$  M
Risk reduction**
4.63
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Technology
FTE days lost*
8139
days per year
Productivity losses*
3.96
$  M
Value at risk*
16.95
$  M
Avg. failure risk*
58
%
FTEs unblocked**
3011
days  per year
Producitivity gains**
1.46
$  M
Risk reduction**
6.10
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
51-100
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Industrials
FTE days lost*
793
days per year
Productivity losses*
0.39
$  M
Value at risk*
20.38
$  M
Avg. failure risk*
58
%
FTEs unblocked**
293
days  per year
Producitivity gains**
0.14
$  M
Risk reduction**
7.34
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Large-cap
Revenue category
$10B+
Sector
Financial Services
FTE days lost*
33227
days per year
Productivity losses*
16.16
$  M
Value at risk*
3.95
$  M
Avg. failure risk*
58
%
FTEs unblocked**
12294
days  per year
Producitivity gains**
5.98
$  M
Risk reduction**
1.42
$  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
Consumer Cyclical
FTE days lost*
19630
days per year
Productivity losses*
9.55
$  M
Value at risk*
10.73
$  M
Avg. failure risk*
58
%
FTEs unblocked**
7263
days  per year
Producitivity gains**
3.53
$  M
Risk reduction**
3.86
$  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*
32104
days per year
Productivity losses*
15.61
$  M
Value at risk*
4.41
$  M
Avg. failure risk*
58
%
FTEs unblocked**
11878
days  per year
Producitivity gains**
5.78
$  M
Risk reduction**
1.59
$  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
Consumer Cyclical
FTE days lost*
32529
days per year
Productivity losses*
15.82
$  M
Value at risk*
4.03
$  M
Avg. failure risk*
58
%
FTEs unblocked**
12035
days  per year
Producitivity gains**
5.85
$  M
Risk reduction**
1.45
$  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*
18828
days per year
Productivity losses*
9.16
$  M
Value at risk*
10.65
$  M
Avg. failure risk*
58
%
FTEs unblocked**
6966
days  per year
Producitivity gains**
3.39
$  M
Risk reduction**
3.83
$  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
Business Unit Risk Monitoring
Enterprise Value Optimization
Component Sourcing Strategy
Financial Planning
Joint Venture
Fairness Opinion
Debt Restructuring
R&D Portfolio Performance Monitoring
Earnings Allocation
Internationalization
Deal Structure Optimization
Asset Price Optimization
Business Unit Performance Monitoring
Initiative Portfolio Performance Monitoring
Partner Screening
Credit Risk Monitoring
Buy Side Advisory
R&D Partnership
Equity Investment
Carve out
Private Equity Portfolio Allocation
Business Case Valuation
Stock Investment
Opportunity Selection
Technology scouting
Asset Portfolio Risk Monitoring
CapEx Initiative Priorization
Merger
Spin Off
IPO Structure Optimization
Private Equity Portfolio Monitoring
Strategic Alliance
Market Entry
Transformation Portfolio Risk Monitoring
Value Optimization
Sell-side Avisory Opportunity
Platform Ecosystem
CapEx Investment
Budgeting
Sell-side advisory
Investment Target Screening
Initiative Portfolio Risk Monitoring
Capital Structure Optimization
Enterprise Valuation
Business Portfolio Optimization
Portfolio Risk monitoring
Acquisition-financing
R&D Investment
Asset Valuation
Investor Sourcing
LBO Financing
Market Index Allocation
Acquisition
Entry
Acquisition Target Screening
Transformation Initiative Priorization
OEM Partnership
Asset Sale
Supplier Sourcing
Strategy Selection
Cloud strategy
Investment
Project Financing Structuring
Option Pricing
OEM (Customer) Screening
R&D Initiative Priorization
Earnings Optimization
Working Capital Optimization
Buyer Screening
R&D Portfolio Optimization
Enterprise Capital Allocation
Market Risk Monitoring
Stock Selection
Make-or-acquire
Exit Strategy Evaluation
ETF Allocation
Corporate Venture Capital Investment
Market Index Monitoring
R&D Portfolio Risk Monitoring
Make-or-buy - purchasing
Risk Monitoring
Capital Allocation Optimization
Price Target
Infrastructure Investment
Venture Capital Investment
Secondary Buyout (SBO)
Country Index Allocation
Performance Monitoring
Bid Strategy Optimization
Asset Acquisition
Divestiture
Hedge Fund Portfolio Allocation
Portfolio Allocation Optimization
Hedge Fund Portfolio Monitoring
Take-Privat
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