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Calibrant

AI safety & governance consultancy

AI fluency for people who refuse to outsource their thinking.

Calibrant Consulting is an independent AI safety and governance practice. It helps organisations and individuals adopt AI deliberately, turning frontier-AI risk into judgment you can own and defend.

Vilija A. VainaiteFounded & led by Vilija A. VainaiteBig4 consulting · AI safety 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
  • Leiden University
  • University of Cambridge
  • ISC²

Find your starting point

Tell us who you are - we’ll show you the way in

Whether you’re an individual, an organisation, or a team, pick the closest fit and the matching path surfaces - one step from a conversation.

An individual

Fig 0.1

1-on-1 AI-safety career mentorship

For individuals

Mentorship starts from where you actually are - a researcher pivoting into safety, a policy professional going more technical, or a career-changer testing whether the field fits. Sessions are working sessions: we set concrete goals, pressure-test your direction, review real applications and writing, and build the judgment to make your own calls long after the engagement ends. You set the agenda; I bring honest feedback and a map of the field.

Mentorship tracks

  • AI Strategy
  • Frontier AI Governance
  • Technical AI Safety
Start a conversation

What’s delivered

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

Outcome

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

Format

Recurring 1-on-1 · remote

An organisation

Fig 0.0

AI Workflow Audit

For teams adopting AI

A fixed-scope audit of how AI should move through your team's work - anchored to the goal that matters, prioritised by impact, and decided task by task: what to automate, what to augment, and what to keep human.

Start a conversation

What’s delivered

  • A prioritised map of your workflows, scored by frequency, effort, and impact
  • Task-by-task calibration - automate, augment, or keep human - with the risk and judgment trade-offs made explicit
  • A repeatable prompt-and-control pack so the team works consistently and safely
  • A board-ready roadmap and a 60-minute leadership readout

Outcome

A clear, prioritised plan for where AI earns its place - and where human judgment stays.

Format

Fixed scope · 2-3 weeks · remote

A team or programme

Fig 0.3

Course facilitation & cohort design

For teams & programmes

Drawing on years facilitating international cohorts, sessions are designed so participants do the thinking - structured discussion, equal speaking time, and frameworks they can carry straight into their own work. The facilitation suits technical and non-technical audiences alike, and the curriculum is shaped to your cohort rather than delivered off the shelf.

Formats

  • Cohort design & curriculum framing
  • Live facilitation
  • Train-the-facilitator support
Start a conversation

What’s delivered

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

Outcome

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

Format

Per-cohort or day-rate · remote or on-site

Services

Focused engagements, defined outcomes

All services

The method

A structured AI-workflow audit

Every engagement runs on the same instrument: a calibrated audit of how AI should move through your work - anchored to the goal that matters, prioritised by impact, and decided task by task, including where human judgment deliberately stays.

  1. 01

    Anchor

    Start from the goal that matters, and the workflows that ladder up to it.

  2. 02

    Prioritise

    Score each workflow by frequency, effort, and impact - so AI is aimed where it earns its place.

  3. 03

    Calibrate

    Map it task by task: what to automate, what to augment, and what stays human.

  4. 04

    Operationalise

    Turn the decisions into repeatable prompts, controls, and a review cadence.

The worksheet and prompt pack behind it stay in the room, so you leave with the findings and the plan in hand.

Put it to work

Let’s calibrate your approach to AI.

A 30-minute call to understand your context and give you a clear read on whether and how Calibrant Consulting can help.

Book a call