A Matilha Collective intelligence engine

Eight lenses on the world.
One view that matters.

Hachi watches what’s moving across science, technology, markets, news, labor, venture, culture, and environment — and synthesises it into trend predictions with a public, honest track record.

See our predictions →

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1,814
Predictions made
68%
Confirmed accuracy (of validated calls — inconclusive counts against us)
1
Years tracked

Including the ones we got wrong. Read the full record →

What Hachi said on 1 November 2026.

All Hachi calls →
Short · 6 mo Portugal

Portugal house-price growth drops below 15%

Portugal's total house-price index prints at or below 15% year-on-year in either the Q3 or Q4 2026 release, by spring 2027.

58% conviction checked against BPSTAT:5739035
Near · 6 wk Global

Bitcoin ETF IBIT trades below $38

BlackRock's bitcoin ETF (IBIT) trades below $38, about 12% under its 30 October price of $43.36, at some point before 11 December.

40% conviction
Near · 6 wk USA

Chip stocks stay below October 30 levels

The Philadelphia Semiconductor Index (SOX) closes on 11 December below its 30 October close.

45% conviction
Counter-trend Global

AI startup deal count holds despite sell-off

Contrary to the 'AI bubble popping' mood, the global count of AI/ML venture deals in Q4 2026 matches or beats Q3 in Crunchbase or PitchBook year-end data.

45% conviction
Short · 6 mo Europe

European challenge to AI-adoption dismissals

Within six months, a European union, works council or labour authority formally challenges a company that ties job retention to AI adoption or AI 're-interviews'.

40% conviction

Each call carries its own “what would prove this wrong”. They are graded when their horizon closes and the verdict goes on the public record either way.

Eight independent signal streams.

No single source tells the truth. Hachi reads all eight in parallel and looks for what they agree on — and where they disagree.

01

Science & Research

Pre-print papers, citation velocity, what scientists are converging on before the press notices.

02

Technology & Code

Open-source momentum, framework adoption, the libraries developers are quietly betting on.

03

Financial Markets

Sector flows, unusual volatility, where capital is being repositioned ahead of consensus.

04

Global News

Cross-source signal extraction — what stories repeat, what stories die, what gets buried.

05

Labor & Jobs

Hiring surges and layoffs by sector and geography. Where talent demand is moving.

06

Venture & Startups

Funding rounds, founder migrations, the theses VCs are quietly underwriting.

07

Culture & Media

What people are watching, listening to, paying attention to — and what they’ve abandoned.

08

Environment

Climate signals, energy infrastructure, the physical-world constraints that shape everything else.

Five windows on what’s coming.

Every Monday, new predictions land across these horizons — only the ones the week’s signals earn. Some are checkable next month. Some are for your grandchildren.

6 weeks

Near-term

A dated, checkable call. Graded six weeks later — the loop that keeps Hachi honest monthly.

6 months

Short-term

What’s about to break into the open. Quarterly-decision useful.

2 years

Medium-term

The strategic window. Where to position before the obvious arrives.

5 years

Long-term

Structural shifts. Useful for capital allocation, hiring, geography.

20 years

Moonshot

Civilisational bets. Checked 20 years from now. We make them anyway.

Up to eight new trends.
Every Monday morning.

Short-term, medium, long-range and moonshot calls — only the ones the week's signals actually earn. No filler, no upsells, no marketing copy. Just what Hachi saw last week and what it means.

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Built by

Matilha Collective

Hachi is the intelligence engine behind Matilha Collective, an innovation consultancy in Porto, Portugal that helps small and medium enterprises compete with the clarity and foresight usually reserved for companies that can afford the big firms.

If you want Hachi working on your problems — recurring briefs for your sector, bespoke research dossiers, predictions tracked against your industry — that starts with a conversation.