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Still wondering what your company or your competitors lose by making management decisions the outdated way?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
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
0
FTE days lost*
382615
days per year
Productivity losses*
186.09
$  M
Value at risk*
266.07
$  M
Avg. failure risk*
58
%
FTEs unblocked**
141567
days  per year
Producitivity gains**
68.85
$  M
Risk reduction**
95.79
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
1001-5000
Market cap
Mid-cap
Revenue category
$1B to $10B
Sector
Technology
FTE days lost*
45087
days per year
Productivity losses*
21.93
$  M
Value at risk*
418.41
$  M
Avg. failure risk*
58
%
FTEs unblocked**
16682
days  per year
Producitivity gains**
8.11
$  M
Risk reduction**
150.63
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Consumer Cyclical
FTE days lost*
485754
days per year
Productivity losses*
236.25
$  M
Value at risk*
164.43
$  M
Avg. failure risk*
58
%
FTEs unblocked**
179729
days  per year
Producitivity gains**
87.41
$  M
Risk reduction**
59.19
$  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
Real Estate
FTE days lost*
17458
days per year
Productivity losses*
8.49
$  M
Value at risk*
374.06
$  M
Avg. failure risk*
58
%
FTEs unblocked**
6459
days  per year
Producitivity gains**
3.14
$  M
Risk reduction**
134.66
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Small-cap
Revenue category
$10B+
Sector
Basic Materials
FTE days lost*
225295
days per year
Productivity losses*
109.58
$  M
Value at risk*
256.65
$  M
Avg. failure risk*
58
%
FTEs unblocked**
83359
days  per year
Producitivity gains**
40.54
$  M
Risk reduction**
92.39
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
Consumer Cyclical
FTE days lost*
158264
days per year
Productivity losses*
76.97
$  M
Value at risk*
277.59
$  M
Avg. failure risk*
58
%
FTEs unblocked**
58557
days  per year
Producitivity gains**
28.48
$  M
Risk reduction**
99.93
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Industrials
FTE days lost*
106444
days per year
Productivity losses*
51.77
$  M
Value at risk*
302.76
$  M
Avg. failure risk*
58
%
FTEs unblocked**
39384
days  per year
Producitivity gains**
19.16
$  M
Risk reduction**
108.99
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Small-cap
Revenue category
$10B+
Sector
Industrials
FTE days lost*
217524
days per year
Productivity losses*
105.80
$  M
Value at risk*
237.05
$  M
Avg. failure risk*
58
%
FTEs unblocked**
80484
days  per year
Producitivity gains**
39.14
$  M
Risk reduction**
85.34
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Large-cap
Revenue category
$10B+
Sector
Financial Services
FTE days lost*
108663
days per year
Productivity losses*
52.85
$  M
Value at risk*
288.32
$  M
Avg. failure risk*
58
%
FTEs unblocked**
40205
days  per year
Producitivity gains**
19.55
$  M
Risk reduction**
103.79
$  M
Avg. risk reduction**
36
%
August 14, 2023
August 14, 2023
Employee category
10001+
Market cap
Mid-cap
Revenue category
$10B+
Sector
Basic Materials
FTE days lost*
105735
days per year
Productivity losses*
51.43
$  M
Value at risk*
283.45
$  M
Avg. failure risk*
58
%
FTEs unblocked**
39122
days  per year
Producitivity gains**
19.03
$  M
Risk reduction**
102.04
$  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
R&D Partnership
Asset Acquisition
LBO Financing
Investor Sourcing
Cloud strategy
Risk Monitoring
CapEx Investment
Sell-side Avisory Opportunity
Acquisition-financing
Strategy Selection
Private Equity Portfolio Allocation
Joint Venture
Fairness Opinion
R&D Portfolio Risk Monitoring
Hedge Fund Portfolio Monitoring
OEM (Customer) Screening
Internationalization
Asset Price Optimization
Initiative Portfolio Performance Monitoring
Value Optimization
Country Index Allocation
Transformation Initiative Priorization
R&D Initiative Priorization
Business Case Valuation
Buy Side Advisory
Asset Valuation
Business Unit Performance Monitoring
Enterprise Value Optimization
Project Financing Structuring
Business Unit Risk Monitoring
Credit Risk Monitoring
Exit Strategy Evaluation
Market Index Monitoring
Strategic Alliance
Initiative Portfolio Risk Monitoring
Platform Ecosystem
Financial Planning
R&D Portfolio Optimization
Make-or-buy - purchasing
Acquisition Target Screening
Component Sourcing Strategy
ETF Allocation
Earnings Optimization
Deal Structure Optimization
Entry
Stock Selection
Market Risk Monitoring
Corporate Venture Capital Investment
Supplier Sourcing
Buyer Screening
Merger
Private Equity Portfolio Monitoring
Enterprise Capital Allocation
Bid Strategy Optimization
Capital Structure Optimization
Acquisition
Asset Sale
CapEx Initiative Priorization
Working Capital Optimization
Stock Investment
Market Entry
IPO Structure Optimization
Earnings Allocation
Take-Privat
Portfolio Risk monitoring
Enterprise Valuation
Make-or-acquire
Hedge Fund Portfolio Allocation
Portfolio Allocation Optimization
Debt Restructuring
Budgeting
Business Portfolio Optimization
Secondary Buyout (SBO)
Equity Investment
Infrastructure Investment
Spin Off
OEM Partnership
Opportunity Selection
R&D Portfolio Performance Monitoring
Venture Capital Investment
Sell-side advisory
R&D Investment
Divestiture
Option Pricing
Carve out
Technology scouting
Price Target
Transformation Portfolio Risk Monitoring
Investment Target Screening
Market Index Allocation
Asset Portfolio Risk Monitoring
Performance Monitoring
Partner Screening
Capital Allocation Optimization
Investment
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