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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
Industrials
FTE days lost*
23218
days per year
Productivity losses*
11.29
$  M
Value at risk*
8.45
$  M
Avg. failure risk*
58
%
FTEs unblocked**
8590
days  per year
Producitivity gains**
4.18
$  M
Risk reduction**
3.04
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Small-cap
Revenue category
$500M to $1B
Sector
Technology
FTE days lost*
10367
days per year
Productivity losses*
5.04
$  M
Value at risk*
14.26
$  M
Avg. failure risk*
58
%
FTEs unblocked**
3836
days  per year
Producitivity gains**
1.87
$  M
Risk reduction**
5.13
$  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 Defensive
FTE days lost*
11906
days per year
Productivity losses*
5.79
$  M
Value at risk*
12.97
$  M
Avg. failure risk*
58
%
FTEs unblocked**
4405
days  per year
Producitivity gains**
2.14
$  M
Risk reduction**
4.67
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
11-50
Market cap
Small-cap
Revenue category
$100M to $500M
Sector
Technology
FTE days lost*
226
days per year
Productivity losses*
0.11
$  M
Value at risk*
18.49
$  M
Avg. failure risk*
58
%
FTEs unblocked**
83
days  per year
Producitivity gains**
0.04
$  M
Risk reduction**
6.66
$  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 Defensive
FTE days lost*
15428
days per year
Productivity losses*
7.50
$  M
Value at risk*
10.67
$  M
Avg. failure risk*
58
%
FTEs unblocked**
5708
days  per year
Producitivity gains**
2.78
$  M
Risk reduction**
3.84
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Consumer Cyclical
FTE days lost*
12747
days per year
Productivity losses*
6.20
$  M
Value at risk*
11.99
$  M
Avg. failure risk*
58
%
FTEs unblocked**
4716
days  per year
Producitivity gains**
2.29
$  M
Risk reduction**
4.32
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
51-100
Market cap
Micro-cap
Revenue category
$50M to $100M
Sector
Communication Services
FTE days lost*
802
days per year
Productivity losses*
0.39
$  M
Value at risk*
17.17
$  M
Avg. failure risk*
58
%
FTEs unblocked**
296
days  per year
Producitivity gains**
0.14
$  M
Risk reduction**
6.18
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
51-100
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Healthcare
FTE days lost*
623
days per year
Productivity losses*
0.30
$  M
Value at risk*
17.11
$  M
Avg. failure risk*
58
%
FTEs unblocked**
230
days  per year
Producitivity gains**
0.11
$  M
Risk reduction**
6.16
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Micro-cap
Revenue category
Less than $1M
Sector
0
FTE days lost*
34530
days per year
Productivity losses*
16.79
$  M
Value at risk*
0.00
$  M
Avg. failure risk*
58
%
FTEs unblocked**
12776
days  per year
Producitivity gains**
6.21
$  M
Risk reduction**
0.00
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Small-cap
Revenue category
$100M to $500M
Sector
Industrials
FTE days lost*
5070
days per year
Productivity losses*
2.47
$  M
Value at risk*
14.35
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1876
days  per year
Producitivity gains**
0.91
$  M
Risk reduction**
5.17
$  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
Investor Sourcing
Working Capital Optimization
Spin Off
R&D Portfolio Performance Monitoring
Strategy Selection
Capital Allocation Optimization
Enterprise Valuation
Acquisition-financing
Opportunity Selection
CapEx Investment
Business Unit Performance Monitoring
Project Financing Structuring
Stock Investment
Sell-side advisory
Joint Venture
Equity Investment
Investment Target Screening
Financial Planning
Enterprise Capital Allocation
Venture Capital Investment
Market Index Allocation
Private Equity Portfolio Monitoring
Secondary Buyout (SBO)
Hedge Fund Portfolio Monitoring
Sell-side Avisory Opportunity
R&D Initiative Priorization
OEM Partnership
Transformation Initiative Priorization
Price Target
OEM (Customer) Screening
Carve out
Country Index Allocation
Asset Sale
Hedge Fund Portfolio Allocation
R&D Investment
Supplier Sourcing
IPO Structure Optimization
Merger
Infrastructure Investment
Business Portfolio Optimization
Credit Risk Monitoring
Exit Strategy Evaluation
Enterprise Value Optimization
Business Unit Risk Monitoring
Asset Valuation
Transformation Portfolio Risk Monitoring
Initiative Portfolio Performance Monitoring
Investment
Private Equity Portfolio Allocation
Entry
Partner Screening
R&D Portfolio Optimization
Cloud strategy
Make-or-acquire
Deal Structure Optimization
Component Sourcing Strategy
Capital Structure Optimization
Debt Restructuring
Take-Privat
Earnings Allocation
Initiative Portfolio Risk Monitoring
Internationalization
Portfolio Risk monitoring
Acquisition
Strategic Alliance
Market Index Monitoring
Option Pricing
Earnings Optimization
Budgeting
Divestiture
Platform Ecosystem
Business Case Valuation
Market Entry
Market Risk Monitoring
Acquisition Target Screening
Stock Selection
Asset Portfolio Risk Monitoring
Portfolio Allocation Optimization
CapEx Initiative Priorization
Corporate Venture Capital Investment
ETF Allocation
Risk Monitoring
Asset Acquisition
Buy Side Advisory
Asset Price Optimization
Technology scouting
Performance Monitoring
R&D Portfolio Risk Monitoring
Buyer Screening
LBO Financing
Fairness Opinion
R&D Partnership
Bid Strategy Optimization
Make-or-buy - purchasing
Value 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