FMR Enterprises / About / Leadership
The Four Principals

Operational responsibility owned at the principal level.

Strategic direction, technology, daily operations, and quality discipline are each owned by a named principal — not delegated to layers of middle management.

Operating Posture

Executive leadership stays close to delivery.

FMR is led by a four-person executive team with operational responsibility distributed across both divisions. Strategic direction, technology, daily operations, and quality discipline are each owned by a named principal.

Each engagement runs under direct executive oversight. Client escalations reach leadership in hours, not weeks. Calibration training for new evaluators is delivered by leadership directly, not by intermediaries.

Principle

“Executive leadership stays close to delivery. Calibration is taught by leadership. Escalations reach leadership. Quality discipline is owned at the principal level.”

4
Principals
2
Divisions
Executive Team

Meet the four principals.

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U
Umar
Chairman
Areas of Responsibility
Executive direction, partnership development, capital structure, long-term strategic positioning.
Provides executive direction across FMR’s two operational divisions. Owns long-term strategic positioning, partnership development, and capital structure decisions. Final escalation authority for all client engagements.
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Principal Detail
Umar
Chairman
  • Sets long-term strategic direction for FMR Enterprises across both operational divisions
  • Owns partnership development, capital structure, and strategic relationship governance
  • Final escalation authority for all client engagements and contractual matters
  • Oversees cross-division strategic alignment and growth trajectory
  • Decision-maker on new market entry, division expansion, and major capital commitments
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AR
Rafey
Chief Technology Officer
Areas of Responsibility
Technology architecture, AI Operations division leadership, client partnership engagement.
Leads technology architecture across both divisions and manages AI Operations division client engagement. Drives partnership development for enterprise relationships. Active in client-facing roles for major engagements including scoping, calibration sessions, and ongoing engagement reviews.
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Principal Detail
Rafey
Chief Technology Officer
  • Co-founded FMR Enterprises and leads technology architecture across both operational divisions
  • Manages AI Operations division client engagement, scoping, and frontier model evaluation programs
  • Active in client-facing roles including discovery, calibration sessions, and ongoing engagement reviews
  • Drives enterprise partnership development and strategic client relationship management
  • Owns operational tooling, data infrastructure, and platform decisions across divisions
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F
Farzaad
Director of Operations
Areas of Responsibility
Operational delivery, workforce coordination, engagement throughput, BPO division oversight.
Owns day-to-day operational delivery across both divisions. Manages workforce coordination, engagement scheduling, and delivery throughput. Direct oversight of BPO & Digital Services division operations and cross-division resource allocation.
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Principal Detail
Farzaad
Director of Operations
  • Owns day-to-day operational delivery across AI Operations and BPO & Digital Services divisions
  • Manages workforce coordination, engagement scheduling, and delivery throughput across active programs
  • Direct oversight of BPO & Digital Services division — customer ops, sales, virtual assistants, creative
  • Cross-division resource allocation and workforce mobilization for surge capacity engagements
  • Operational liaison for client-side delivery coordination and milestone management
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M
Munhib
Director of Quality Assurance
Areas of Responsibility
Quality discipline, calibration training, multi-layer review, evaluator development.
Owns FMR’s quality assurance discipline across all engagements. Delivers pre-deployment calibration training directly to new evaluators. Oversees multi-layer review systems and ensures internal QA threshold compliance against client baselines.
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Principal Detail
Munhib
Director of Quality Assurance
  • Owns FMR’s multi-layer quality assurance discipline across all active engagements
  • Delivers pre-deployment calibration training directly to new evaluators and reviewers
  • Maintains internal QA threshold compliance against defined client baselines (90%+, frequently 94–95%)
  • Oversees evaluator development, performance monitoring, and inter-annotator agreement tracking
  • Manages escalation review tier for disputed evaluations and edge-case resolution
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