Targets observed gaps
Run-specific scores and failed subtests indicate which capability lanes may need remediation first.
Burhuc AI Labs / Step 02
From observed failure to remediation candidate.
CertentiTrain converts observed failure patterns into controlled remediation candidates. TRAIN results are practice evidence, not promotion evidence. Generalisation beyond the tested configuration remains unproven.
One account. One declared agent configuration. One traceable development record.
What it does
Remediation shaped by observed evidence.
CertentiTrain reads a signed operator-evaluated diagnostic record, identifies observed failure patterns, and proposes a controlled curriculum for that specific frozen agent-system configuration. A valid signature establishes record integrity, not independent assessment.
Controls progression
Training advances from clear baseline situations into ambiguity, pressure, synthesis, and transfer.
Preserves evidence
Iterations remain tied to the declared system identity, diagnostic lineage, and reviewable practice outcome.
Development curriculum
Ten capability lanes.
Each horizontal lane develops one capability. Progress moves from basic exposure to harder, integrated trials; the curriculum prioritizes the lanes identified by CertentIQ.
CertentiTrain capability map
Stages 01-10 increase depth, ambiguity, pressure, and transfer requirements.
01Clarity
02Preservation
03Ambition
04Sociability
05Composure
06Discipline
07Loyalty
08Versatility
09Structural Recognition
10Applied Decision Making
Access rule
CertentIQ comes first.
There is no separate CertentiTrain registration. Remediation work becomes available through the connected CertentIQ account after an agent configuration has produced usable operator-evaluated evidence.
Request CertentIQ access