Crisis IT Support Recovery Through AI Innovation

Complete IT team resigned overnight. Organization recovered with AI innovation that turned crisis into competitive advantage. 75% support time reduction in 4 weeks.

Client: Small Professional Association (~50 employees)
Industry: Healthcare Professional Services
Timeline: 4 weeks emergency deployment


The Results: From Crisis to Efficiency

  • 75% reduction in helpdesk support time required

  • 20+ hours per week reduced to 5 hours per week

  • Emergency IT continuity restored in 4 weeks

  • 5 years of knowledge recovered and made instantly accessible

  • Self-improving support system that gets smarter with each ticket


The Crisis

A small professional association faced an operational emergency: their entire 7-person IT team had resigned within a month after management brought in an outside consulting firm without the IT director's knowledge.

The organization was left with no internal IT support capability for 50 employees who depended on complex technology systems for daily operations.

Immediate Problems:

  • Zero internal IT expertise remaining

  • Outside consulting firm spending 20+ hours per week just on helpdesk tickets

  • No efficient way to resolve basic IT issues

  • Five years of institutional knowledge thought gone

  • Ticket resolution taking hours of research for each request

  • No systematic approach to leveraging existing solutions

The challenge: Restore basic IT functionality without rebuilding an entire internal team or continuing the expensive consulting arrangement.


Our Approach: AI-Powered Knowledge Recovery

Rather than hiring expensive technical staff, Wexford deployed an innovative AI solution to unlock the organization's existing knowledge assets.

Phase 1: Knowledge Archaeology

We extracted and analyzed the organization's complete IT support history:

  • Scraped 5 years of Salesforce helpdesk tickets

  • Systematically scrubbed all personally identifiable information

  • Categorized common issues and resolution patterns

  • Identified recurring problems and standard solutions

Critical Insight

The knowledge needed to solve current problems already existed; it was just inaccessible. Previous IT staff had documented solutions to virtually every issue, but finding relevant information required hours of manual searching.

Phase 2: AI Implementation

We deployed Google NotebookLM as the knowledge platform:

  • Fed the entire scrubbed ticket history into the AI system

  • Trained the system on organizational-specific solutions and configurations

  • Created query protocols for rapid issue identification and resolution

  • Established citation systems linking AI responses to original ticket solutions

Phase 3: Process Redesign

We streamlined the entire support workflow:

  • Migrated consulting firm's process into existing Salesforce ticketing

  • Eliminated helpdesk as middleware—users communicate directly with support

  • Required all communication within Salesforce for transparency and knowledge capture

  • Created single source of truth for all IT support interactions

Strategic Organizational Benefits

Beyond the immediate 75% efficiency gain, the transformation delivered lasting value:


Operational Recovery

  • Restored IT continuity without hiring full-time staff

  • Leveraged existing assets rather than starting from scratch

  • Ticket resolution time: Reduced from hours to minutes

  • Process efficiency: Eliminated multiple handoffs and communication gaps

Knowledge Preservation

  • Every new ticket now contributes to AI training data

  • Created sustainable support model that improves with each interaction

  • Established transparency in all support communications

  • Self-improving system that gets smarter over time

Process Innovation

Before: Multiple communication channels, lost context, repeated research
After: All communication in Salesforce, searchable history, AI-assisted resolution


Innovation Insights

AI as Knowledge Amplifier
The most powerful AI applications don't replace human expertise—they make existing knowledge more accessible and actionable.

Crisis as Catalyst
Emergency situations often reveal opportunities for dramatic process improvements that would be difficult to implement under normal circumstances.

Historical Data as Competitive Advantage
Organizations often undervalue their historical data. Properly leveraged, years of operational history become powerful AI training assets.


The Wexford Difference

This engagement demonstrates our approach to crisis consulting:

We turn emergencies into opportunities. While other consultants might have recommended expensive staff replacement, we leveraged existing assets to create superior capabilities.

We deploy cutting-edge solutions rapidly. Our AI implementation delivered results in 4 weeks while building sustainable long-term value.

We design solutions that improve over time. Each support interaction makes the system smarter, creating compound value from our initial intervention.

We operate under your brand, protecting your client relationships. The technology consultant maintained full ownership of the AI transformation initiative while we handled the complex implementation work. They were able to deliver cutting-edge knowledge management services to their client without diverting resources from their core strategic work - and get compensated for the full engagement while we operated invisibly under their brand.


Ready for White Label AI-Powered Operations?

Crisis or opportunity, your organization's historical knowledge is a powerful asset waiting to be unlocked. Let Wexford show you how AI can transform operational challenges into competitive advantages.

Facing an IT crisis or looking to optimize support?
Contact us to discuss how AI can amplify your organizational knowledge.

This case study represents actual client work. Specific details have been anonymized to protect the confidentiality of our white label agreement while illustrating representative outcomes and methodologies.


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Strategic Technology Selection & Vendor Evaluation

Management consulting firm needed vendor selection expertise but couldn't divert from strategic work. 6-month technology evaluation delivered systematic vendor comparison while protecting client relationships and strategic positioning.

Client: Mid-sized Professional Association
Industry: Healthcare Professional Services
Timeline: 6 months


The Results: Comprehensive Selection Process

  • Complete technology evaluation from requirements to vendor selection

  • 8 major deliverables produced on schedule across 6 months

  • 3 vendor demos with structured evaluation framework

  • 4 reference calls conducted with detailed assessment

  • Side-by-side vendor comparison supporting final decision

  • Reusable evaluation frameworks created for future technology decisions

The Challenge

A management consulting firm working with a growing professional association had identified the need for technology modernization as part of their strategic roadmap. They needed execution partners to deliver the complex vendor selection process while maintaining their strategic client relationship and focus.

The organization required a structured vendor evaluation process but lacked internal expertise to manage the complex requirements gathering, RFP development, and vendor assessment cycle.

Core Requirements:

  • Comprehensive requirements analysis across 8 functional areas

  • Professional RFP development and vendor management

  • Structured evaluation process with demos, references, and deep dives

  • Objective vendor comparison supporting strategic decision-making

  • Timeline management over 6-month selection cycle

The challenge: Execute a professional technology selection process without internal project management resources or vendor evaluation expertise.


Our Approach: Structured Technology Selection

We delivered a comprehensive vendor evaluation process with consistent monthly deliverables and clear decision-making frameworks.

Phase 1: Requirements Development

Project initiation and knowledge transfer completed: 1 week
Detailed functional requirements matrix covering:

  • General system requirements and architecture

  • Certification and CPD management

  • Events management and registration

  • Reporting and analytics capabilities

  • Committee management workflows

  • Finance and accounting integration

  • Membership management and CRM functionality

Requirements were reviewed, validated, and prioritized with stakeholder input.

Phase 2: RFP Development and Distribution

Drafted and packaged comprehensive RFP document incorporating the requirements matrix. Document distributed to qualified vendors with structured timeline.

Clear communication protocols established for vendor management throughout the process.

Phase 3: Evaluation Framework Development

During vendor proposal development period, we created structured evaluation tools:

  • Detailed demo use cases aligned with organizational workflows

  • Structured evaluation scorecards for objective vendor comparison

  • Reference call frameworks for systematic vendor validation

  • Deep dive session agendas for comprehensive technical assessment

Phase 4: Vendor Assessment Execution

Conducted three vendor demonstrations using structured demo scripts and evaluation scorecards. Completed debrief sessions with client team following each demonstration.

Facilitated four vendor reference calls using structured interview frameworks to validate vendor claims and assess client satisfaction.

Delivered deep dive session agendas, vendor-specific use cases, and structured note capture tools for comprehensive technical evaluation.

Deep dive sessions conducted with top two vendors. Proactive communication was maintained regarding scheduling conflicts while ensuring process continuity.

Phase 5: Decision Support and Contract Preparation

Delivered comprehensive side-by-side vendor comparison incorporating:

  • RFP response analysis

  • Demo performance assessment

  • Reference call feedback

  • Deep dive technical evaluation

  • Cost-benefit analysis

Client selected based on structured evaluation framework.

Developed Best and Final Offer (BAFO) request incorporating client priorities and negotiation strategy.


Strategic Organizational Benefits

Process Excellence

  • Systematic vendor evaluation eliminated bias and ensured comprehensive assessment

  • Consistent monthly deliverables maintained project momentum and stakeholder engagement

  • Structured decision framework provided clear rationale for technology selection

  • Professional vendor management enhanced organizational credibility throughout process

Knowledge Transfer and Reusability

  • Comprehensive requirements matrix serves as blueprint for future technology decisions

  • Evaluation frameworks and scorecards can be adapted for other vendor selections

  • Demo scripts and use cases provide templates for ongoing technology assessment

  • Process documentation enables internal team to replicate methodology

Risk Mitigation

  • Thorough vendor validation through references and deep dives reduced implementation risk

  • Structured comparison methodology ensured objective decision-making

  • Contract negotiation preparation positioned client for favorable terms

  • Integration assessment recommendations identified potential implementation challenges


Implementation Readiness Assessment

Immediate Next Steps Identified:

  • BAFO response evaluation framework

  • Contract negotiation strategy with competitive leverage

  • Integration scope analysis for third-party applications

  • Implementation planning and project management framework

Strategic Recommendations Delivered:

  • Cross-walk evaluation methodology for certification and CPD functionality

  • Integration dependency mapping for vendor timeline validation

  • Ongoing vendor relationship management protocols

  • Technology governance framework for future decisions


Key Success Factors

Systematic Methodology Over Ad Hoc Evaluation
Rather than informal vendor meetings, we designed structured evaluation processes that enabled objective comparison and defensible decision-making.

Consistent Project Momentum
Monthly deliverables maintained forward progress while allowing for thorough evaluation at each stage of the selection process.

Reusable Framework Development
Every tool and template created for this engagement can be leveraged for future technology decisions, amplifying the long-term value of the investment.


The Wexford Difference

This engagement demonstrates our approach to complex technology selection:

We deliver systematic processes, not subjective opinions. Our structured methodology enables objective vendor evaluation and defensible decision-making.

We create reusable assets, not one-time solutions. The frameworks and templates developed for this engagement provide ongoing value for future technology decisions.

We maintain professional vendor relationships throughout the process. Our approach enhances organizational credibility while ensuring thorough evaluation of all options.

We operate under your brand, protecting your client relationships. The consulting firm maintained full ownership of the strategic initiative while we handled the complex execution work. They were able to deliver comprehensive technology selection services to their client without diverting resources from their core strategic work - and get compensated for the full engagement while we operated invisibly under their brand.


Ready for Professional Technology Selection?

Complex technology decisions require systematic evaluation processes that most organizations lack internal expertise to manage effectively. Let Wexford deliver the structured vendor selection methodology that ensures optimal technology investments.

Facing a complex technology selection decision?
Contact us to discuss how systematic vendor evaluation can optimize your technology investments.


This case study represents actual client work. Specific details have been anonymized to protect confidentiality while illustrating representative outcomes and methodologies.

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