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Still wondering what your company or your competitors lose by making management decisions the outdated way?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