AISHA is Twin Force's initiative to measure, understand and make better use of artificial intelligence.

AISHA stands for AI Sustainability & Human Alignment. It was born to educate, research and communicate about the responsible, safe and sustainable use of AI. It is not anti-AI: it is pro-AI with criteria. Built on a simple conviction: AI should empower people, not replace them without a plan or context.

Our operating motto is clear: the best AI is the one used when needed, at the scale needed and with the impact measured.

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AISHA is

An independent voice on AI sustainability in English

We analyse environmental, economic, social and regulatory impact without selling vendors or repeating hype.

AISHA is not

Neither an anti-AI platform, nor a launch publication, nor an AI provider

We are consciously pro-AI: we defend its use when it delivers real value and is done with criteria.

Why it exists

AISHA was born to fill a very specific gap

Public conversation about AI swings between uncritical optimism and paralysing catastrophism. Neither helps make better decisions.

What is missing is an informed, balanced and accessible space where companies, professionals, citizens, educators and public decision-makers can understand the real impact of AI without depending on industry marketing or superficial readings.

AISHA tries to fill that gap with an integral perspective: environmental, economic, social and regulatory. We don't just ask what AI does, but what it costs, who it affects and what kind of decision it is driving.

Who it's for

AISHA is designed for people who need to decide, not just follow the conversation

Depth adapts to the audience, but rigour does not drop.

Companies and teams

For those who need to know whether AI really pays off, how to adopt it without overspending and how to cut through the noise in decision-making.

Active professionals

For those who want to understand how AI affects them, which skills are worth developing and what labour changes are already happening.

Citizens, education and media

For those seeking a clear, up-to-date and evidence-based explanation of what AI consumes, what it promises and what costs it displaces.

Regulation and policy

For public decision-makers and compliance profiles who need independent analysis, not just messages from the industry itself.

Why trust us

Our value lies in how we work, not just in what we say

AISHA aims to be useful by combining evidence, independence and reading clarity.

Evidence-based rigour

We prefer an honest range over a spectacular but weak figure. When there is no data, we say so.

Independence

AISHA does not sell AI technology. That allows us to analyse all actors with the same yardstick.

Accessibility without simplism

We want an executive, a developer or a teacher to understand the core idea without losing underlying rigour.

Radical transparency

We declare how we produce content, what tools we use and where the limits or error margins lie.