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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
501-1000
Market cap
Small-cap
Revenue category
$100M to $500M
Sector
Technology
FTE days lost*
6345
days per year
Productivity losses*
3.09
$  M
Value at risk*
7.51
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2347
days  per year
Producitivity gains**
1.14
$  M
Risk reduction**
2.70
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
251-500
Market cap
Micro-cap
Revenue category
$1B to $10B
Sector
Consumer Cyclical
FTE days lost*
4655
days per year
Productivity losses*
2.26
$  M
Value at risk*
7.90
$  M
Avg. failure risk*
58
%
FTEs unblocked**
1722
days  per year
Producitivity gains**
0.84
$  M
Risk reduction**
2.84
$  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*
5892
days per year
Productivity losses*
2.87
$  M
Value at risk*
6.82
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2180
days  per year
Producitivity gains**
1.06
$  M
Risk reduction**
2.46
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Healthcare
FTE days lost*
7695
days per year
Productivity losses*
3.74
$  M
Value at risk*
5.73
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2847
days  per year
Producitivity gains**
1.38
$  M
Risk reduction**
2.06
$  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*
18884
days per year
Productivity losses*
9.18
$  M
Value at risk*
0.00
$  M
Avg. failure risk*
58
%
FTEs unblocked**
6987
days  per year
Producitivity gains**
3.40
$  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
$1B to $10B
Sector
Industrials
FTE days lost*
6959
days per year
Productivity losses*
3.38
$  M
Value at risk*
5.87
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2574
days  per year
Producitivity gains**
1.25
$  M
Risk reduction**
2.11
$  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
Consumer Cyclical
FTE days lost*
5476
days per year
Productivity losses*
2.66
$  M
Value at risk*
6.57
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2026
days  per year
Producitivity gains**
0.99
$  M
Risk reduction**
2.36
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
501-1000
Market cap
Micro-cap
Revenue category
$100M to $500M
Sector
Consumer Cyclical
FTE days lost*
7242
days per year
Productivity losses*
3.52
$  M
Value at risk*
5.50
$  M
Avg. failure risk*
58
%
FTEs unblocked**
2679
days  per year
Producitivity gains**
1.30
$  M
Risk reduction**
1.98
$  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
Technology
FTE days lost*
10622
days per year
Productivity losses*
5.17
$  M
Value at risk*
3.64
$  M
Avg. failure risk*
58
%
FTEs unblocked**
3930
days  per year
Producitivity gains**
1.91
$  M
Risk reduction**
1.31
$  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
Consumer Cyclical
FTE days lost*
8630
days per year
Productivity losses*
4.20
$  M
Value at risk*
4.48
$  M
Avg. failure risk*
58
%
FTEs unblocked**
3193
days  per year
Producitivity gains**
1.55
$  M
Risk reduction**
1.61
$  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
Credit Risk Monitoring
Internationalization
Make-or-buy - purchasing
Private Equity Portfolio Allocation
Market Index Monitoring
Joint Venture
Sell-side Avisory Opportunity
Hedge Fund Portfolio Monitoring
Infrastructure Investment
Acquisition
Sell-side advisory
CapEx Initiative Priorization
Hedge Fund Portfolio Allocation
R&D Portfolio Performance Monitoring
Market Entry
Secondary Buyout (SBO)
Carve out
Corporate Venture Capital Investment
Deal Structure Optimization
R&D Portfolio Optimization
Venture Capital Investment
Buy Side Advisory
Buyer Screening
Strategy Selection
Debt Restructuring
Enterprise Value Optimization
Business Portfolio Optimization
Enterprise Valuation
Risk Monitoring
ETF Allocation
Take-Privat
Asset Portfolio Risk Monitoring
R&D Partnership
Performance Monitoring
OEM Partnership
Business Case Valuation
R&D Investment
Stock Selection
Investment
Partner Screening
Business Unit Performance Monitoring
Project Financing Structuring
Value Optimization
CapEx Investment
Asset Acquisition
Supplier Sourcing
Investment Target Screening
Portfolio Allocation Optimization
Strategic Alliance
Spin Off
Component Sourcing Strategy
OEM (Customer) Screening
Cloud strategy
Transformation Portfolio Risk Monitoring
Technology scouting
Opportunity Selection
Asset Price Optimization
Investor Sourcing
Option Pricing
Capital Allocation Optimization
Fairness Opinion
Initiative Portfolio Risk Monitoring
Divestiture
Country Index Allocation
Budgeting
Asset Valuation
Platform Ecosystem
Entry
Initiative Portfolio Performance Monitoring
Bid Strategy Optimization
R&D Portfolio Risk Monitoring
Acquisition Target Screening
Market Index Allocation
Earnings Optimization
Exit Strategy Evaluation
Enterprise Capital Allocation
LBO Financing
Capital Structure Optimization
Financial Planning
Asset Sale
Merger
Acquisition-financing
Equity Investment
R&D Initiative Priorization
Make-or-acquire
Business Unit Risk Monitoring
Transformation Initiative Priorization
Price Target
IPO Structure Optimization
Private Equity Portfolio Monitoring
Stock Investment
Working Capital Optimization
Portfolio Risk monitoring
Market Risk Monitoring
Earnings 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