Greenhouse ATS Transformation

Greenhouse Systems Transformation | Bria McDaniel
Work Sample · Systems Transformation

Greenhouse Systems Transformation & Recruiting Turnaround

Rebuilding trust, compliance, and recruiting excellence through strategic system integration and accountability frameworks

$500K
Annual Savings
113%
Trust Increase
100%
SOC Compliance

The Challenge: A Broken System, A Fractured Team

When I joined Invoca, recruiting wasn't just struggling — it was in full crisis mode. The team was overworked and under-supported, composed largely of referral hires with uneven skills and inflated titles. Hiring managers had lost faith in Talent Acquisition, often going rogue with their own sourcing and interviews, then blaming recruiters when things fell apart.

Meanwhile, the company was facing layoffs, SOC audit failures, and inconsistent hiring practices that exposed bias. Candidate experience was suffering: virtual calls were dropping, feedback loops broke down, and offer letters were delayed or sent manually.

I recognized immediately: these weren't people problems. They were systems problems.

Critical Failures

  • Recruiting turnover above 50%
  • Disconnected systems with no audit trail
  • SOC audit failures and bias in selections
  • Hiring managers bypassing TA processes
  • 35%+ candidate drop-off rates
  • $1.1M in redundant tool spend

Five Pillars to Rebuild the Recruiting Engine

I established a comprehensive plan to transform infrastructure, transparency, quality, experience, and accountability

1

Systems & Infrastructure First

Redesigned Greenhouse from the ground up and integrated it with Namely, Pave, Team Ohana, Adobe Sign, Lattice, BrightHire, and global PEOs — creating a unified talent ecosystem.

2

Transparency Through Data

Launched real-time dashboards showing recruiter load, time-to-fill, diversity pipeline, and hiring velocity — giving executives and managers full visibility.

3

AI & Analytics for Quality

Implemented BrightHire to record interviews, analyze transcripts, and track quality-of-hire with 6-month performance correlation and bias detection.

4

Candidate Experience Overhaul

Introduced virtual offer letters, automated scheduling, and feedback surveys — eliminating missed interviews and streamlining communication.

5

Accountability & Continuous Improvement

Built Lattice 360 feedback loops and post-hire retro boards, embedding mutual accountability between recruiters and hiring managers into performance reviews.

This wasn't just a tech rebuild — it was a credibility rebuild. By addressing system gaps, automating compliance, and embedding mutual accountability, we didn't just speed up hiring — we made it smarter, fairer, and trusted again.

— Strategic Reflection

Quantitative Impact: Before & After

Comprehensive dataset showing transformation across all key dimensions

Metric Before After Change Data Source
Recruiter Admin Time 20 hrs/week 6 hrs/week –70% Greenhouse Usage Logs
Time-to-Fill 63 days 52 days –18% Hiring Dashboard
Candidate Drop-Off Rate 41% 26% –35% Greenhouse Analytics
Hiring Quality (6-Month Success) 68% 83% +22% BrightHire + Lattice
SOC Audit Compliance 65% 100% +35 pts Audit Logs
Hiring Manager Trust Index 2.3 4.9 +113% Lattice Surveys
Candidate Satisfaction 72% 87% +21% Post-Offer Surveys
Bias Incidents 12 10 –17% BrightHire Reports
Feedback Loop Completion 20% 95% +75 pts Lattice 360 Data
System Licenses 11 tools 6 tools –45% Finance Audit
Annual Tool Spend $1.1M $600K –45% Finance Reports

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