Macro Data

The future, in numbers.

The key macro indicators on AI, future tech, the labor market and employability – the data behind why we exist. For us, everything centers on one question: How do people and organizations stay employable when technology changes faster than ever before?

As of: June 2026 · Figures rounded, some are forecasts · Sources linked below
Future Tech Cockpit · live

The future is being built – in real time.

While you read this page, companies around the world are filing new inventions and AI research grows by the second. Those who shape things don't wait.

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Patents worldwide · filed today
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USA · patent filings this month
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Japan · patent filings this month
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Germany · patent filings this month
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AI research papers · published today
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Global AI investment · this year
Innovation hotspots · worldwide● live
USAPatents & AI
GermanyEngineering
ChinaScaling
JapanRobotics
IndiaAI talent
🎯 The macro reality check

Five estimates. Your gut feeling vs. reality.

📈 The trend: global corporate investment in AI
Year:2025
$bn corporate AI investment (inflation-adjusted) · 2016–2025: documented data (AI Index via Our World in Data). From 2026: scenario assumptions (+10% / +25% / +45% p.a.) – assumptions, not forecasts.
$bn per year, inflation-adjusted (constant 2021 US$) · Source: AI Index / Our World in Data
📏 Your scale

And what is hidden in your processes? → AI value calculator
🌍 Countries compared
ℹ️ How this page calculates

The live counters are illustrative projections: documented annual figures (WIPO, DPMA/EPO, arXiv, Stanford AI Index) extrapolated evenly across the year – they show magnitude and pace, not real-time measurement. The time travel uses inflation-adjusted data for 2016–2025 (AI Index via Our World in Data, constant 2021 US$); from 2026 onwards clearly marked scenario assumptions. The reality check compares your guess against these sources (±30% counts as a hit). All sources are listed in the Sources section – and in our programmes you learn to build such models yourself.

Illustrative real-time projection based on public annual figures (WIPO, DPMA/EPO, arXiv et al.) · updatable monthly · real live feeds can be connected. Help shape it now →
🗓️ This week in focus9 June 2026

Europe's military mobility goes digital

The EDF consortium “Secure Digital Military Mobility” has officially launched — 14 partners from 10 countries, with our partner AFTS on board. Next stop: the MCCE customs workshop in Prague, 16–18 June.

More in our partner news →
Employability

Employability & Re-Employability

Our core theme: How do people and organizations stay employable when skills change faster than ever before?

70%
of the skills used in most jobs will change by 2030.
LinkedIn Work Change Report 2025
39%
of today's core skills will become outdated or transform by 2030 (down from 57% in 2020).
WEF Future of Jobs 2025
≈ 5 years
half-life of professional skills – a decade ago it was around 15.
Skillable
53%
of organizations: critical skills become obsolete within 3 years at most – 15% in under 1 year.
Skillable
50%
of employees have already completed re-/upskilling (2023: 41%).
WEF Future of Jobs 2025
47%
of executives name workforce upskilling as a top-3 strategy.
Microsoft Work Trend Index 2025
Labor market in upheaval

170 million new jobs – and 92 million disappearing

Change destroys and creates work at the same time. What matters is which side you're on.

+78m
net job growth by 2030: 170 million created, 92 million eliminated.
WEF Future of Jobs 2025
59 of 100
workers will need re-/upskilling by 2030 – 11 are unlikely to receive it.
WEF Future of Jobs 2025
63%
of employers cite the skills gap as the biggest barrier to transformation.
WEF Future of Jobs 2025
1bn
people are to be reskilled by 2030 (Reskilling Revolution).
WEF
AI in business

Everyone uses AI – hardly anyone captures value

AI has arrived everywhere. Value only emerges for those who truly embed it in their processes.

78–88%
of companies use AI (Stanford: 78%, up from 55% in 2023; McKinsey: 88%).
Stanford AI Index 2025
71%
use generative AI in at least one function (2023: 33%).
Stanford AI Index 2025
95%
of GenAI pilot projects achieve no measurable P&L impact.
MIT NANDA 2025
only 5%
of AI pilots achieve rapid revenue impact – the “GenAI Divide”.
MIT NANDA 2025
≈ 67%
success rate of purchased AI solutions – in-house builds only around a third of that.
MIT NANDA 2025
49%
report cost reductions in service – mostly under 10%.
Stanford AI Index 2025
Investment

Where the capital is flowing

The scale of the bets on AI – and the expected return.

$252bn
corporate investment in AI worldwide (2024).
Stanford AI Index 2025
$109bn
private AI investment in the US alone (2024) – around 12× China.
Stanford AI Index 2025
$33.9bn
flowed into generative AI in 2024 (+19% vs. 2023).
Stanford AI Index 2025
$15.7tn
potential AI contribution to the global economy by 2030 (+14% GDP).
PwC – Sizing the Prize
Innovation & research

The pace of invention

Knowledge and IP rights are the raw material of the coming decades.

3.5m+
patent applications worldwide (2023) – 4th record year in a row.
WIPO 2024
≈ 47%
of global patent volume comes from China.
WIPO 2024
920,797
patents granted in China (2023) – 46% worldwide.
WIPO 2024
315,245
patents granted in the US (2023).
WIPO 2024
209,368
patents granted in Japan (2023).
WIPO 2024
≈ 58,000
patent applications per year in Germany (order of magnitude).
DPMA
Germany & DACH

On our own doorstep

Structural change is tangible here – and creates an acute need for qualification.

≈ 148,500
unfilled STEM positions in Germany (Oct 2025).
IW MINT Report 2025
≈ 100,000
jobs lost in the German automotive industry (2019–2025).
VDA 2026
≈ 225,000
jobs in the auto industry at risk by 2035.
VDA 2026
53.8%
of German companies have no concrete EU AI Act compliance measures.
Deloitte
Future tech & energy

The next wave

What comes after today's AI – and what it costs to run it.

$1tn+
cumulative economic impact of quantum computing by 2035.
The Quantum Insider
$5–20bn
projected quantum market size by 2030 (depending on source).
MarketsandMarkets / Grand View
$25bn+
public quantum funding worldwide by 2030.
The Quantum Insider
≈ 945 TWh
data center electricity demand in 2030 (doubling) – roughly Japan's consumption.
IEA 2025
Regulation & governance

The guardrails

Innovation without governance tips into risk – exactly what we train for.

Aug 2, 2026
EU AI Act fully applicable.
European Commission
€35m / 7%
of global revenue – maximum fines for violations.
EU AI Act
since Feb 2, 2025
prohibited AI practices have been banned EU-wide.
European Commission
Live Cockpit

We also show this momentum live.

On the homepage, a real-time cockpit projects patents, research and investment as an illustrative extrapolation of these public annual figures – a feel for the pace at which the world is changing.

To the Live Cockpit →
Evidence

Sources

Note: Figures come from the public reports cited, are rounded and in some cases forecasts or scenarios. Different sources use different definitions (e.g. patent applications vs. grants). We update this page regularly.

Seriously?!