Farzin PrepChess preparation
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The work · 01—04

Research for
the game that matters.

From the first opponent file to the final player briefing, every step answers a practical chess question. Explore what we examine, what we decide and what you receive.

01Scout02Select03Validate04Rehearse
Chess position under review with analytical notes
Opening explorer · opponent sample
Bb462%
d521%
c59%
b68%
Illustrative · no client data
01 Service

Opponent Intelligence

We study the choices a specific opponent is likely to make against your player, not just the openings listed in a database.

The central questionIf we choose this position, what is this opponent likely to do — and why do we believe that?
Opponent map with recency and confidence notesShortlist of likely branches and critical positionsQuestions to test in the player's preparation session
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Chessboard and opening research material on a dark desk
Candidate paths · ranked
  • 4. Qc2★★★Fits repertoire
  • 4. e3★★★Solid backup
  • 4. Nf3★★★Transposes
Illustrative · no client data
02 Service

Opening Preparation

We select a sound opening battlefield that fits the player's repertoire, style and available learning time.

The central questionWhich position gives this player a practical game against this opponent?
Ranked candidate paths with reasonsMain line and deviation responsesCritical middlegame plans and rehearsal positions
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Chess game records and abstract analysis on a workstation
Move-choice hypothesis
  • Bxc3+
    74%
  • Be7
    18%
  • Ba5
    8%
Held-out check pending · research stageIllustrative · no client data
03 Research-stage

AI Player Modeling

We investigate whether a player's game history can support useful, testable hypotheses about their choices.

The central questionDoes this model add evidence that a coach or analyst could not get more reliably another way?
Feasibility assessmentValidated findings where supportedExplicit limitations and recommended next tests
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Tournament chessboard and preparation notes before a round
Event rhythm · rounds 1–9
R1scoutedR2scoutedR3briefedR4playedR5reviewedR6reviewedR7playedR8briefedR9scouted
Illustrative · no client data
04 Service

Tournament Preparation & Support

We run a repeatable preparation cycle around the event, from the next opponent to the post-game review.

The central questionWhat does the player need to know before this round, with the time and energy actually available?
Analyst master fileConcise player preparation fileFinal recall check and post-game review
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Working boundaries

One side of the board.

Before accepting work, we check federation and player conflicts. During an agreed period we work with one federation, and for an individual tournament engagement we support one player in that competition. Game files and preparation stay confidential.

See our standards
Your move

Tell us the competitive question.

Share the event, opponent and deadline. We will check conflicts and define the useful scope before requesting private files.

Discuss your preparation
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