Karl Aksum

Nationality not supplied · observed spell #3584

CONFIDENCEB

DETAILED SAMPLE19matches

CORE COVERAGE95%

OBSERVED SPELL2026-04-04to 2026-09-07

Observed assignment spell, not employment tenure.

2026-04-04 → 2026-09-07 are the first and last fixture assignments observed in our certified lineup evidence. They are not claimed appointment, contract or dismissal dates.

MANAGER DNA · 8 DIMENSIONSmanager-dna-v0.1-research

Control orientation79

Possession and passing-volume profile during this observed coach spell.

Attack volume34

Shot and corner volume relative to same-competition manager-spell peers.

Directness8

Observed attacking directness from shots, passes and possession context.

Formation flexibility19

How varied the observed starting formations were during the spell.

XI rotation97

Match-to-match starter churn across co-observed lineups.

Substitution activity78

Observed substitution volume per match.

Early intervention97

Substitutions made by minute 60 per match.

Disruption75

Observed fouls and card-points profile during the spell.

EVIDENCE & INTERPRETATIONwhat this profile can and cannot say

Spell-specific

19 observed coach-assignment matches across 19 fixtures in this spell context.

Detailed coverage

Statistics 95% · lineups 95% · events 100% · starters 100%.

Peer context

Percentiles compare this spell with 18 eligible manager-spell peers in Allsvenskan 2026.

No causal claim

The DNA describes team behaviour observed during this assignment. It does not establish that the coach caused those behaviours, results or changes.

DUAL LINEAGEassignment authority + detailed behavioural evidence

MODEL: manager-dna-v0.1-research
FEATURE BUILDER: manager-spell-features-v0.1-research
MANIFEST: manager-spell-source-manifest-v0.1
SPELL ID: 3584
OBSERVED SPELL SHA-256: a67c7b1efde6b0e54915bfd063e02d8acb182d00599b45f7502e8fd1da9e598e
MANAGER FEATURE SHA-256: c710731931c8e66ca0b5837e5e57fa6ed8d63e6e82d1298aa89548c10066b380