Selected work

Case Studies

Real engagements. Measurable outcomes. Verifiable results.

AI Readiness Advisory

AI Guest Messaging Pilot — Luxury Hotel Portfolio

Independent Luxury Hotels (APAC, Europe, North America)

Key Outcomes

  • 193–276 staff hours saved across pilot hotels
  • 15–20% reduction in repetitive front-office workload
  • 4 APAC hotels enrolled vs. 2–3 target — regional overperformance
  • Proven multilingual AI performance across independent luxury properties
  • Draft Mode delivered 35.9% AI involvement with zero negative staff feedback
  • Validated AI-driven adoption that preserves luxury service identity

Challenge

A global portfolio of independent luxury hotels sought to validate whether Generative AI could improve guest communication efficiency without compromising brand identity or service quality. Hotels lacked internal technical resources, consistent FAQ content, and clear operational models for AI deployment.

Solution

Designed and managed a six-month AI messaging pilot across 12 hotels (7 active) testing two operational modes: fully automated AI responses and a Draft Mode where AI generates responses reviewed by staff before sending. Developed onboarding SOPs, FAQ frameworks, multilingual validation, and a structured escalation model.

Fractional CIO

Hotel Technology Strategic Roadmap — 3-Year Program

Leading Hotels of the World — Member Portfolio

Key Outcomes

  • 10-pillar strategic framework adopted across the portfolio
  • 5-level maturity model enabling portfolio-wide benchmarking
  • OHIP conversion readiness plan for 50% of impacted hotels
  • Formalized 4-level vendor escalation model with accountability tracking
  • $500K+ advisory revenue target by Year 3
  • Positioned technology from cost center to strategic value generator

Challenge

A luxury hotel membership organization lacked a formal, scalable technology advisory function. Member hotels faced growing integration complexity, an approaching mandatory PMS conversion affecting 50% of the portfolio, unclear AI readiness standards, and no structured vendor accountability model.

Solution

Developed a 10-pillar strategic roadmap covering technology assessment, PMS/CRS integration stability, vendor governance, AI enablement, and data transformation alignment. Built a 5-level hotel technology maturity model, a 4-level escalation framework, and a 3-year execution plan (2026 Stabilize → 2027 Execute → 2028 Monetize).

Hotel Technology Advisory

Luxury Hospitality Technology Strategy

Luxury Hotel Group

Key Outcomes

  • Reduced technology vendor count by 40%
  • Established a single guest profile system across all properties
  • Projected $2.1M in operational savings over 3 years
  • Positioned the group for direct booking growth

Challenge

A luxury hotel group with 8 properties was operating on fragmented, legacy technology systems with no unified guest data strategy, siloed PMS instances, and a lack of integration between CRS, CRM, and POS systems.

Solution

Conducted a comprehensive technology review across all properties, designed a unified tech stack architecture, selected best-fit vendors, and created a 3-year technology roadmap with phased implementation milestones.

AI Readiness Advisory

Hotel AI Readiness Framework

Hotel Management Company

Key Outcomes

  • Identified 12 high-value AI use cases
  • Secured board approval for a $500K AI investment
  • Launched pilot AI revenue optimization program
  • 6.2% RevPAR improvement in the first quarter

Challenge

A hotel management company managing 24 properties wanted to implement AI-driven revenue management and guest personalization but lacked a framework for responsible AI adoption, governance, and ROI measurement.

Solution

Delivered an AI Readiness Advisory covering data quality, infrastructure, team capabilities, and vendor landscape. Built a governance model, 90-day action plan, and ROI projection framework.

Integration Recovery

PMS and Integration Stabilization

Independent Hotel Collection

Key Outcomes

  • Restored all system integrations within 72 hours
  • Recovered 98.6% of guest records
  • Eliminated reservation discrepancies
  • Reduced future incidents by 85%

Challenge

A boutique hotel collection was experiencing critical system failures due to a failed PMS migration — guest data loss, reservation sync errors, and broken connections to OTAs, CRS, and revenue management systems.

Solution

Led Integration Recovery engagement covering root cause analysis, emergency stabilization of all critical integrations, PMS data audit and reconciliation, and establishment of integration monitoring protocols.

Digital Transformation

Aura Aesthetics Digital Transformation

Aesthetic Clinic

Key Outcomes

  • Reduced booking friction by 60%
  • Increased client retention by 34%
  • 78% of appointments booked online
  • $400K incremental revenue in year one

Challenge

A premier aesthetic clinic was operating on disconnected systems for booking, EMR, payments, and marketing with no unified client view, resulting in poor client experience and staff inefficiency.

Solution

Designed and implemented a full digital transformation including practice management platform selection, client portal development, automated communications, loyalty program, and AI-driven treatment recommendations.

Fractional CIO

Vendor Selection and Governance

Luxury Resort Group

Key Outcomes

  • Reduced vendor count from 40 to 22
  • Negotiated $780K in contract savings
  • Established quarterly business review cadence
  • Built executive-level vendor performance dashboard

Challenge

A luxury resort group was struggling with vendor sprawl — 40+ technology vendors with no governance model, unclear contract terms, redundant capabilities, and no performance measurement framework.

Solution

Conducted comprehensive vendor audit, developed a vendor rationalization strategy, built a scoring framework, led RFP processes for 6 critical systems, and established ongoing vendor governance protocols.

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