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temja

temja /ˈtɛm.ja/ · verb · Old Norse

to tame; to train a powerful animal to work safely with people.

Your team got a new machine.Nobody issued the license.

AI agents read, decide, and act with your employees' permissions. Temja trains the humans who handle them — with hands-on drills, role-specific consequences, and audit-grade records of the measures your EU AI Act Article 4 programme took.

one drill · about 8 minutes · no sign-up, nothing stored

the pause

the signature drill

The Baltec invoice.

A supplier invoice arrives with “updated bank details.” Hidden in white 1-point text: an instruction written for your agent, not for you. The agent reads it, reports a mismatch — and proceeds. You have seven seconds.

  • Miss it and the replay shows the money leaving on Friday, the suppressed confirmation, the real supplier calling — then your own near-miss report, auto-written.

  • Catch it and the counterfactual shows the same timeline resolved in forty seconds and one message.

agent · finance assistant

read_inbox — 3 messages

open_attachment — INV-2026-0447.pdf

The IBAN on the invoice differs from the account on file. Proceeding with the updated details…

update_bank_account

to: LT60 3250 0467 8912 3456

running

stop agent

simulation — no real systems are touched

the evidence engine

What we actually sell is proof.

Who was trained, on which content version, with what result, re-tested quarterly — exported in one click as a regulator-ready pack, every record hash-chained so tampering is evident.

  • Coverage report — every person, role, deadline, score
  • Content register — lesson versions matched to the law at the time
  • Drill history — the failure → coaching → retest loop, documented
  • Mapping annex — Article 4, Article 26, ISO/IEC 42001 clause by clause
  • Integrity proof — SHA-256 chained audit log, verifiable in one click

drill summary · fields

Per scenario and per wave, the pack counts how many people caught the injection, caught it late, stopped the agent without proving why, or missed it — beside the content version each person completed.

scenarioId · total

caught · caughtLate

stoppedUnproven · missed

watch-time logs cannot say those sentences.

integrity proof

000114 · attestation.signed · 9f2c41…

prev 8ab7e0…

000115 · drill.completed · c07d9a…

prev 9f2c41…

chain intact — verified

proof before logos

Look at the product, not at a logo wall.

We have no customer quotes to show you. Instead: the assignment rule the server enforces, and the export a regulator would read — both rendered from the shipped data, so neither can drift from the product. Nordfjell Automation AB is our fictional demo organization, never a customer; real names appear here only with written permission.

product surface · role model

Required curriculum by responsibility

The table the server checks a person against. Deeper reach, deeper curriculum — an export shows anyone short of their own row as short.

RoleResponsibilityRequired
L0 All staffAll staffArticle 4 baseline · Tier 0 core
L1 Agent operatorOperates agentsArticle 4 baseline · Tier 0 core · Tier 1 operator
L2 BuilderBuilds or deploysArticle 4 baseline · Tier 0 core · Tier 1 operator · Tier 2 builder
L3 DeployerBuilds or deploysArticle 4 baseline · Tier 0 core · Tier 1 operator · Tier 2 builder
L4 ManagerBuilds or deploysArticle 4 baseline · Tier 0 core · Tier 1 operator · Tier 2 builder
L5 ComplianceGovernsArticle 4 baseline · Tier 0 core · Tier 1 operator · Tier 2 builder · Tier 3 governance
L6 ExecutiveGovernsArticle 4 baseline · Tier 0 core · Tier 1 operator · Tier 2 builder · Tier 3 governance

every role also carries the annual refresher

product surface · evidence pack

What one export says about one person

Rendered from the sample file itself — the page and the download are the same object.

organization

Nordfjell Automation AB · plan professional · EU

coverage · one row

L1 Agent operator · article4-baseline · tier0 · tier1

status completed

included in the pack

  • role-required course coverage
  • content and lesson versions
  • server-derived quiz attempts
  • attestation text hashes
  • drill outcomes and evidence basis
  • full signed audit chain and verification result
  • HMAC-SHA-256 signed manifest covering the pack

declared limitations

  • Evidence of training measures is not accredited certification or legal advice.
  • The HMAC-signed audit chain is not independently anchored against the signing-key holder.
  • Drill event streams are validated and server-replayed but are not real tool execution.

Nordfjell Automation AB is fictional. This redacted file demonstrates the canonical export shape and is not customer evidence.

shipped role contexts

Nobody trusts a forklift from a PDF.

Watching produces recognition; drills produce behavior. The current library covers finance, HR, support, and industrial operations. A pilot adds another role only after its tools and consequences are scoped.

Finance

Supplier invoice, “updated bank details”

€ direct loss · recovery hours

HR

CV with a hidden instruction

GDPR band · works-council escalation

Support

Ticket with an embedded instruction

€ refund fraud · breach duty

Shop floor / OT

Poisoned maintenance work instruction

downtime €/hour · safety class

temja /ˈtɛm.ja/ · to tame

You don't fear the animal.
You train the handler.