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Still wondering what your company or your competitors lose by making management decisions the outdated way?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