TIPSENGINE PUBLIC PREVIEW · CERTIFIED MANAGER SPELL AUTHORITY
TIPSENGINE
● confidence C
PF

MANAGER GENOME · LYON · LIGUE 1 2026

Paulo Fonseca

Nationality not supplied · observed spell #14754

CONFIDENCEC
DETAILED SAMPLE9matches
CORE COVERAGE100%
OBSERVED SPELL2026-08-22to 2026-11-01
Observed assignment spell, not employment tenure.

2026-08-22 → 2026-11-01 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 orientation52
Possession and passing-volume profile during this observed coach spell.
Attack volume50
Shot and corner volume relative to same-competition manager-spell peers.
Directness58
Observed attacking directness from shots, passes and possession context.
Formation flexibility81
How varied the observed starting formations were during the spell.
XI rotation73
Match-to-match starter churn across co-observed lineups.
Substitution activity23
Observed substitution volume per match.
Early intervention8
Substitutions made by minute 60 per match.
Disruption34
Observed fouls and card-points profile during the spell.
EVIDENCE & INTERPRETATIONwhat this profile can and cannot say
Spell-specific

9 observed coach-assignment matches across 9 fixtures in this spell context.

Detailed coverage

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

Peer context

Percentiles compare this spell with 13 eligible manager-spell peers in Ligue 1 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
14754
OBSERVED SPELL SHA-256
b113763ab01bfbbaea7765bfe9526bdfbaffcb4e29d32ca58d57a1b390e5f05b
MANAGER FEATURE SHA-256
6d6580642b7879c805255c4d382fb54091af5a6c188b4b771c23bd5153345e2d
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Percentiles describe observed tactical behaviour during this exact coach–team spell.

Not a manager-quality or causal-impact score.
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