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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
$500M to $1B
Sector
Technology
FTE days lost*
23615
days per year
Productivity losses*
11.49
$  M
Value at risk*
2.82
$  M
Avg. failure risk*
58
%
FTEs unblocked**
8737
days  per year
Producitivity gains**
4.25
$  M
Risk reduction**
1.02
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Small-cap
Revenue category
$500M to $1B
Sector
Industrials
FTE days lost*
6826
days per year
Productivity losses*
3.32
$  M
Value at risk*
11.04
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2525
days  per year
Producitivity gains**
1.23
$  M
Risk reduction**
3.98
$  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*
18884
days per year
Productivity losses*
9.18
$  M
Value at risk*
4.92
$  M
Avg. failure risk*
58
%
FTEs unblocked**
6987
days  per year
Producitivity gains**
3.40
$  M
Risk reduction**
1.77
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
251-500
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Technology
FTE days lost*
4154
days per year
Productivity losses*
2.02
$  M
Value at risk*
11.85
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1537
days  per year
Producitivity gains**
0.75
$  M
Risk reduction**
4.26
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
251-500
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Healthcare
FTE days lost*
4192
days per year
Productivity losses*
2.04
$  M
Value at risk*
11.36
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1551
days  per year
Producitivity gains**
0.75
$  M
Risk reduction**
4.09
$  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
Technology
FTE days lost*
10292
days per year
Productivity losses*
5.01
$  M
Value at risk*
8.21
$  M
Avg. failure risk*
58
%
FTEs unblocked**
3808
days  per year
Producitivity gains**
1.85
$  M
Risk reduction**
2.96
$  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
Industrials
FTE days lost*
15287
days per year
Productivity losses*
7.44
$  M
Value at risk*
5.40
$  M
Avg. failure risk*
58
%
FTEs unblocked**
5656
days  per year
Producitivity gains**
2.75
$  M
Risk reduction**
1.94
$  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
Healthcare
FTE days lost*
16052
days per year
Productivity losses*
7.81
$  M
Value at risk*
4.96
$  M
Avg. failure risk*
58
%
FTEs unblocked**
5939
days  per year
Producitivity gains**
2.89
$  M
Risk reduction**
1.79
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
101-250
Market cap
Micro-cap
Revenue category
$500M to $1B
Sector
Real Estate
FTE days lost*
1104
days per year
Productivity losses*
0.54
$  M
Value at risk*
12.23
$  M
Avg. failure risk*
58
%
FTEs unblocked**
408
days  per year
Producitivity gains**
0.20
$  M
Risk reduction**
4.40
$  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*
11293
days per year
Productivity losses*
5.49
$  M
Value at risk*
6.92
$  M
Avg. failure risk*
58
%
FTEs unblocked**
4178
days  per year
Producitivity gains**
2.03
$  M
Risk reduction**
2.49
$  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
Component Sourcing Strategy
Risk Monitoring
Investment Target Screening
Fairness Opinion
Financial Planning
Supplier Sourcing
Asset Portfolio Risk Monitoring
Option Pricing
Secondary Buyout (SBO)
Stock Investment
Capital Structure Optimization
Sell-side Avisory Opportunity
Sell-side advisory
Capital Allocation Optimization
Asset Valuation
Project Financing Structuring
LBO Financing
Infrastructure Investment
IPO Structure Optimization
Earnings Allocation
Business Unit Performance Monitoring
Corporate Venture Capital Investment
Business Unit Risk Monitoring
CapEx Initiative Priorization
R&D Initiative Priorization
Value Optimization
Market Index Allocation
Make-or-acquire
Budgeting
Internationalization
Buyer Screening
Joint Venture
Investor Sourcing
Bid Strategy Optimization
Market Index Monitoring
Private Equity Portfolio Monitoring
Market Risk Monitoring
Initiative Portfolio Performance Monitoring
Carve out
Initiative Portfolio Risk Monitoring
Portfolio Risk monitoring
Investment
Acquisition-financing
Take-Privat
Acquisition Target Screening
Merger
Venture Capital Investment
Buy Side Advisory
Credit Risk Monitoring
Exit Strategy Evaluation
Partner Screening
Transformation Portfolio Risk Monitoring
Strategy Selection
Stock Selection
OEM (Customer) Screening
Enterprise Capital Allocation
Strategic Alliance
Asset Price Optimization
Technology scouting
R&D Portfolio Risk Monitoring
Price Target
Country Index Allocation
Spin Off
Hedge Fund Portfolio Monitoring
Earnings Optimization
Cloud strategy
Hedge Fund Portfolio Allocation
Debt Restructuring
Transformation Initiative Priorization
Portfolio Allocation Optimization
ETF Allocation
Deal Structure Optimization
OEM Partnership
Asset Acquisition
Platform Ecosystem
Working Capital Optimization
CapEx Investment
Equity Investment
Business Portfolio Optimization
Asset Sale
Business Case Valuation
Enterprise Value Optimization
Entry
Make-or-buy - purchasing
Performance Monitoring
Opportunity Selection
Divestiture
R&D Portfolio Performance Monitoring
R&D Partnership
R&D Investment
Enterprise Valuation
R&D Portfolio Optimization
Acquisition
Market Entry
Private Equity Portfolio Allocation
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