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Still wondering what your company or your competitors lose by making management decisions the outdated way?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