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Accelerating Client Time-to-Value by 93%

As Senior Product Manager at Kanarys, I designed and implemented the Workforce Composition Analysis solution—a data-driven HR analytics product leveraging SQL, database architecture, and BI tools. This technical solution reduced client time-to-value from 2.5 months to just days, expanded our product portfolio, secured multi-year contracts with a major private equity firm, and became our standard first deliverable for all clients.

Background

I identified critical challenges with our existing product offering through structured analysis:

  • Product Usage Data: Discovered positive client reactions to basic HRIS data visualizations in presentations

  • Value Stream Mapping: Identified that 25% of a client's 12-month contract passed before receiving value

  • Technical Pain Points: Uncovered that data quality issues were being discovered too late in the process

  • Competitive Assessment: Recognized our consultative approach limited scalability compared to SaaS competitors


Challenge

A strategic client request became the catalyst for product innovation:

  • Customer Discovery: When PSG (private equity firm) expressed interest in workforce insights across portfolio companies

  • Market Gap Analysis: Identified opportunity to serve multi-entity organizations with standardized reporting

  • Solution Hypothesis: Developed concept for standalone product that could deliver immediate value while validating data quality

  • Pilot Proposal: Designed pilot program for 10 portfolio companies to test product concept

  • Business Case Development: Created ROI model showing value of early data validation and insights


Solution

Product Strategy & Development

I led the end-to-end product development process following best practices:

  • Technical Architecture Design:

    • Wrote SQL queries to transform raw HRIS data into analyzable formats

    • Created database views and standardized metrics access

    • Developed LookML models reflecting business logic and relationships

    • Designed and implemented ETL pipeline for data processing

  • Feature Prioritization:

    • Prioritized dashboard development based on stakeholder value alignment

    • Created MVP with core reporting capabilities and benchmark comparisons

    • Developed roadmap for additional features based on pilot feedback

    • Balanced technical debt with delivery timelines

  • Cross-Functional Collaboration:

    • Worked with data scientist to develop Department of Labor benchmark data API

    • Aligned engineering on automation architecture requirements

    • Partnered with customer success to integrate offering into onboarding

    • Coordinated with sales to position new product offering


Solution

I employed technical and product management skills to bring the solution to market:

  • Technical Implementation:

    • Designed end-to-end ETL pipeline with automated triggers and notifications

    • Implemented stored procedures for data standardization across clients

    • Created error handling and logging for pipeline reliability

    • Built dashboard generation automation through Looker API

  • Pilot Management:

    • Coordinated deployment across 10 portfolio companies

    • Gathered structured feedback through user interviews and usage data

    • Iterated on visualizations based on stakeholder input

    • Documented process improvements for scaling

  • Stakeholder Management:

    • Maintained alignment with PSG leadership on portfolio management goals

    • Engaged portfolio company stakeholders for requirements and feedback

    • Coordinated with internal teams on technical development

    • Communicated timeline and progress to executive leadership


Results

The product delivered significant business and client value:

  • Business Metrics:

    • Secured renewed 2-year contract with PSG for expanded offerings

    • Converted portfolio companies into direct Kanarys clients

    • Established new revenue stream that became a part of core product portfolio

    • Developed sales enablement tools that increased demo-to-close conversion rates by an estimated 15% through streamlined value demonstrations

  • Client Value Metrics:

    • Reduced time-to-value from 2.5 months to 1-5 days (93% improvement)

    • Identified and resolved HRIS data quality issues at engagement start

    • Strengthened client relationships through early wins

    • Set up subsequent product deployments for greater success

  • Organizational Impact:

    • Transformed customer onboarding experience company-wide by making the WCA the standard first deliverable for all new clients

    • Enabled market expansion to organizations with portfolio companies or a parent company with multiple subsidiaries 


Skills Demonstrated

This zero-to-one product development demonstrated several core product management principles:

  • Customer-Problem Fit: Built solution directly addressing verified customer pain point

  • Technical Leadership: Combined product vision with hands-on technical execution in SQL and data architecture

  • Pilot-to-Product Transformation: Successfully converted custom solution into standardized offering

  • Value-First Approach: Prioritized immediate client value delivery over feature completeness

  • Data-Driven Development: Used client feedback and usage patterns to guide product evolution

  • Cross-Functional Alignment: Coordinated across technical, business, and client stakeholders

Lessons Learned

The WCA development reinforced important product development principles:

  • Client Needs as Product Opportunities: Unique client requirements can lead to scalable product offerings

  • Automation from Day One: Building automated processes from the beginning is crucial for scalability

  • Technical Depth Advantage: Hands-on technical involvement enables more effective solution architecture

  • Early Value Creation: Starting client relationships with immediate value significantly improves engagement

  • Product Versatility: The same core product can serve multiple market segments with minor adjustments


This product transformed Kanarys' client onboarding experience while establishing a new revenue stream and demonstrating my ability to identify market opportunities and execute technical solutions from concept to deployment.


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