Agentic football operating system

Player development should never be left to chance.

OPP turns your methodology, player context and staff decisions into a system that agents can run — planning, adapting and acting across the week, under your coaches’ control.

See how it works
Club-authoredAgent-runCoach-controlled
01Measurement is not development

Most organisations measure the player

GPS, testing, match data and assessments tell you what happened. They do not operate the methodology, training environment, exposure and adaptations that shape the player.

The data tells you what happened…GPS, testing and assessments describe the outcome after the fact. The report closes and nothing in it operates the next week.
What is measuredClosed
GPSRecorded
TestingRecorded
Match dataRecorded
AssessmentsRecorded
Final outcomesRecorded
Season reportRecorded
…the process is what you runMethodology, coaching, exposure and adaptation are decisions — designed, approved and preserved while the week is still in front of you.
What must be operatedLive
MethodologyPublished
CoachingAttributed
Training environmentDesigned
ExposureTracked
Decisions and adaptationsApproved
Feedback and progressionRunning

Players are not units on a production line.

But the environment around them can and should be designed.

Don't just measure. Build the system that develops them.

02Design the development environment

Give every session a reason

Start with the organisation's football direction and carry it through season structures, weekly intent, sessions and drills — technical, tactical, physical and cognitive purpose stay connected.

Drill context in OPPWeekly rhythm in OPP
The unbroken chain05 steps
  1. MethodologyWhat should we develop?
  2. SeasonWhen should it develop?
  3. WeekWhat matters now?
  4. SessionWhat football problem will we create?
  5. DrillHow will the players experience it?
Same development objective — carried from method to drill.
Drill ArchitectTraining Planner

The method should not disappear between the academy document and Tuesday's session.

Methodology and KnowledgePublish the principles and expertise that define how your organisation develops players.
Season ArchitectTranslate long-term direction into phases, objectives and a coherent programme.
Training PlannerBuild the week around match context, development intent and player reality.
Drill ArchitectDesign practices with technical, tactical, physical and cognitive purpose.
Body and Brain LoadUnderstand the demands created by space, players, rules, uncertainty and movement.
03Intelligence in motion

Intelligence is only valuable when it moves

Permissioned agents read the club's published material to answer, plan and carry out approved work — grounded in what your organisation has decided, never in what a model assumes about football.

FC Litoral AcadèmiaU15 · Tuesday · 09:40 · MD-4
AskHow can I help you today?
The club’s material4 files · 3 areas
Sources0 of 4

Football performance

Methodology2 publishedPossession principlesv3Session architectureU15–U17 · v2
CoachingNothing published yetWhat works with these players. Session library and coaching-point language.
Academy direction1 publishedAcademy pathwayv1
Set piecesNothing published yetAttacking and defending routines, roles and triggers.

Player care & health

Medical1 publishedReturn-to-play protocolv4
Strength & conditioningNothing published yetTesting battery, load ceilings by maturity band and gym progressions.

Skills & instructions

InstructionsAnswer in the club’s language. Prefer short claims. Never invent a number that is not in the published material.Head of Methodology
Plan a sessionBuild MD-4 from the architecture, the week’s intent and who is available.Session architectureAvailabilityHead of Methodology
Injury interviewLog a case against the club’s red-flag criteria and return-to-play stages.Return-to-play protocolHead of Medical
Pathway checkRead the last three positional games against the U15 → U16 criterion.Academy pathwayAcademy Director

A scripted session at a fictional academy. Every claim the agent makes is traced to a published passage on the right — and where the club has published nothing, it says so.

Ask, plan, act — in the club's own languageEach mode reads the same published material. Ask explains, Plan proposes, Act carries out what an authorised person has approved.
Nothing published, nothing claimedA project with no published files answers with silence rather than invention — the club decides what the agent may say.

Grounded in what the club has decided — never in what a model assumes.

04Built on the club's own protocols

Injury Management

Injuries are logged, assessed and managed against the club's own documents, protocols and frameworks — not a generic template. The red-flag screen, the anatomy and the case record all inherit from what the medical team already trusts.

Performance twin
Anatomy model with the left rectus femoris highlighted
Left rectus femoris
LayersMusclesSkeletonLigamentsAllDrag to rotate · scroll to zoom · tap a structure
Injury CopilotLiam Andersson · IK Sirius P17
I've got left rectus femoris — front of the thigh — flagged from the atlas, but tell me in your own words what happened to Liam.
Liam AnderssonInjury case · context inherited from the rosterInterview
Location & anatomyShared
Documents & sourcesNone attached
Red flagsUnassessed
Built on the club's own frameworksDocumentation follows the forms, red-flag criteria and return-to-play protocols the medical team already uses — nothing generic, nothing invented.
From anatomy to record, one threadLocation, mechanism, symptoms and clinical review sit in one case journal, inherited from the player's real roster context — nothing re-typed, nothing lost.

The medical record stays exact — and where it belongs.

05Context before consequence

The plan shows player readiness

Availability, load and return-to-play conditions change daily. The relevant context reaches the session before it becomes tomorrow's report — and a blank reading says which kind of blank it is.

Injury log13 open
L. BergThigh · 7 Jan 2026Out
A. NyströmKnee · 20 Dec 2025Out
J. FalkThigh · 16 Oct 2025Recovering
M. RiisKnee · 22 Sep 2025Recovered
Context rail · MD-2What the session must know before it is planned.5
Availability18 in scope · 3 limited todayRecorded
Load ceilingMeso band · ceiling set by maturityReference
Return-to-play1 gate open · clinician role requiredGate
Growth & maturation7 players short of a measurementNot entered
WearablesNo integration connectedNo storage
A blank reading says which kind of blank it is — never an all-clear.
Context arrives before the decisionAvailability, gates and ceilings sit next to the plan while it is still being made — not in a report the week after.
Medical detail stays where it belongsThe coach sees the consequence for training. The record itself stays on the player's own profile, under the club's permissions.

The coach sees context — not another dashboard.

Player availabilitySee who is available, restricted or progressing before the session is finalised.
Medical and Return-to-PlayCarry participation conditions into the plan without exposing unnecessary medical detail.
Performance contextConnect relevant load and performance information to the coaching decision.
Calendar and call-upsCoordinate the work around fixtures, schedules and the people who need to be there.
Coach-approved adaptationLet the agent prepare the adjustment. Let the coach decide.
06It starts with what your organisation knows

Your identity belongs in the work

The system turns published methodology, documents, protocols and staff knowledge into a living model that also understands players, sessions, availability, decisions and outcomes.

  • Published methodology
  • Documents & protocols
  • Staff knowledge
  • Player profiles
  • Sessions & availability
  • Decisions & outcomes
Club TwinLiving model
What the organisation believesWhat the organisation knowsWhat is happeningWho may decide
  • OutputTrusted context for every decision
  • OutputAuthority scope · who may decide

One living model of what the organisation believes, knows and sees.

Methodology projectsKnowledge projectsPublished versionsPermissions and authorityClub memory

Understanding the organisation is only the beginning.

07From the pitch back into the system

The session should not end at the whistle

Run timing, drills, participation and approved adaptations from Live. What was actually delivered becomes the record, the player journey and the organisation's next decision.

Preview
StatePlannedSquad18Duration64 min
Drills3Rondo · 4v4+312′Pressing triggers18′
Live
StateRunningClock31:12Adaptations1
On the pitch3Pressing triggers09:48Finishing game · 8v8Next
Review
StateFrozenDelivered58 minApproved changes1
Written to the record18Player journey updated18Adaptation preserved1Next plan seededMD-2
Planned and delivered stay separateThe intention and what actually happened are both kept — the difference between them is the most useful thing a club can review.
The record writes itselfParticipation, timing and approved adaptations land in the player journey without a coach retyping the session afterwards.

Every delivered session should make the organisation smarter.

08One connected development journey

One system follows the work from direction to development

  1. 01Publish directionMethodology and knowledge become a published version.
  2. 02Design the seasonPhases and objectives carry the direction across the year.
  3. 03Plan the weekMatch context and development intent shape each session.
  4. 04Adapt around the playerAvailability, load and conditions reach the plan in time.
  5. 05Run it liveTiming, drills and approved changes are run from the pitch.
  6. 06Review and learnWhat was delivered becomes the next decision's context.

The same football intent. Carried through every stage.

09One identity. Many environments.

Connect the context. Scale the football.

Connect only the systems that improve football decisions. Distribute the right methodology, knowledge and workflows across teams, programmes, partners and locations — without giving away more than each environment requires.

Organisation hubmethodology · knowledge · permissions
VersionedPermissionedTraceableRevocable
First team
Academy
Women's team
College programme
Partner organisation
Satellite academy
One identityDifferent environments
10Origin

Built by coaches — for coaches

On Pitch Performance was founded by coaches, player developers and analysts who were tired of good football disappearing with every coach change. We build the infrastructure that turns a club's game idea into a way of working — from the board decision to Tuesday's session.

Methodology should not live in a PDF — or in one coach's head.

“A club's football should be a way of working — not a memory of the last coach.”
We work closely with academies and organisations — from the methodology to the pitch.
On Pitch PerformanceInfrastructure for player development
2019Founded20+Teams in development
Coach-led developmentBuilt together with academies, in the reality of a training week.
Research-groundedRepresentative design, periodisation and cognitive load.
The club owns the dataMethodology, profiles and decisions stay with your organisation.
On Pitch Performance

Turn your framework into a system that survives every season and every change

Thirty minutes is enough to see your methodology codified.

  • Methodology
  • Season
  • Week
  • Session
  • Drill
One development objective — carried from the board decision to Tuesday's session.
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On Pitch Performance — The system behind player development