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Calibrant

AI safety & governance consultancy

AI fluency for people who refuse to outsource their thinking.

Calibrant is an independent AI safety and governance practice. It helps organisations and individuals adopt AI deliberately — turning frontier-AI risk into judgment you own, not answers you borrow.

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Vilija VainaiteFounded & led by Vilija VainaiteBig4 consulting · BlueDot facilitator · MSc Read the story →
Fig 0.0Calibration

cal·i·brant /ˈkalɪbrənt/

noun — a standard of known value used to calibrate an instrument, so its measurements can be trusted. The same discipline, applied to decisions about advanced AI.

Background spans

  • PwC
  • Deloitte
  • BlueDot Impact
  • Leiden University
  • University of Cambridge
  • ISC²

Find your starting point

What describes you best?

Pick the closest fit and the matching engagement surfaces — one step from a conversation.

Fig 0.1

1-on-1 AI-safety career mentorship

For individuals

Structured mentorship for people moving into AI safety and governance — especially course participants who want a clear next step.

  • Recurring 1-on-1 sessions with defined goals
  • Field navigation: research, policy, and industry paths
  • Honest feedback on direction, applications, and positioning

A concrete, realistic path into the field — and the judgment to walk it.

Start a conversation
Fig 0.2

AI governance & AGI strategy advisory

For organisations

Advisory for organisations adopting AI responsibly — translating frontier-AI risk into defensible governance and decisions.

  • Governance frameworks and risk-management methodology
  • AGI strategy: incentive mapping, threat analysis, defence-in-depth
  • Regulatory alignment (EU AI Act, NIS2, ISO 22301)

Governance you can defend to a board, a regulator, and yourself.

Start a conversation
Fig 0.3

Course facilitation & cohort design

For programmes

Facilitation and cohort design for AI safety and governance education, drawing on BlueDot Impact course delivery.

  • Cohort design and curriculum framing
  • Live facilitation for technical and non-technical audiences
  • Frameworks: incentive mapping, kill chains, defence-in-depth

Participants who can apply AGI-strategy concepts in their own domains.

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Services

Productized, not a skills dump

All services
Fig 0.1

1-on-1 AI-safety career mentorship

For individuals

Structured mentorship for people moving into AI safety and governance — especially course participants who want a clear next step.

Fig 0.2

AI governance & AGI strategy advisory

For organisations

Advisory for organisations adopting AI responsibly — translating frontier-AI risk into defensible governance and decisions.

Fig 0.3

Course facilitation & cohort design

For programmes

Facilitation and cohort design for AI safety and governance education, drawing on BlueDot Impact course delivery.

Fig 0.4

Workshops & teaching

Custom

Tailored workshops, executive briefings, and teaching that build shared AI literacy across technical and strategic teams.

Evidence, not adjectives

Proof of work

The practice ships governance tooling and runs the rooms it talks about — including Mappera, a separate property by the same founder.

Flagship product

Mappera

An AI-governance data product mapping the AI supply chain and risk landscape — proof that the practice ships governance tooling, not only advises on it.

Facilitation

BlueDot Impact — AGI Strategy

Facilitating AGI Strategy cohorts for international technical and non-technical audiences.

Co-founder

Encode Europe

Co-founded an AI-ethics non-profit; EU AI Pact participant, mentioned in The Guardian.

Co-founder

Women4Cyber Netherlands

Co-founded a cybersecurity non-profit addressing the European talent and resilience gap.

Let’s calibrate your approach to AI.

A 30-minute call to understand your context — no pitch, just a clear read on whether and how Calibrant can help.

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