The Challenge
Crestline Financial is a 500-person financial services firm with offices in Chicago, New York, and London. Their IT team of five handled an average of 680 tickets per month. The single largest category - accounting for 38% of all tickets - was password resets.
With 260 password reset requests per month, IT staff were spending an estimated 160 hours just verifying identities and walking employees through reset procedures. Each reset took an average of 45 minutes from ticket submission to resolution, factoring in identity verification, Active Directory changes, and the back-and-forth over email or phone.
The problem was compounding. Financial services compliance required multi-factor identity verification before any credential change. This meant IT could not simply send a self-service reset link - every reset needed a human to verify the employee's identity against company records before proceeding. It was the perfect combination of high volume, strict process, and repetitive execution.
- 260 password reset tickets per month (38% of total IT volume)
- 45-minute average resolution time per reset request
- 160 IT staff hours per month consumed by resets alone
- Five IT staff at $18,400/month total, with 2 full-time equivalents on password duty
- Monday morning spike: 40+ reset tickets between 8-10 AM every week
- Compliance requirement: identity verification before every credential change
The Solution
Crestline deployed HelpBot with a specific focus on password reset automation. HelpBot was configured to handle the complete reset workflow: receive the request, verify the employee's identity using pre-configured challenge questions and badge number validation, execute the Active Directory password change via remote desktop, and confirm the new credentials were working - all without human involvement.
The compliance requirement that made resets so time-consuming for humans turned out to be straightforward for HelpBot. Identity verification followed a deterministic process - check badge number, verify department, confirm manager name, validate MFA device. HelpBot executed this sequence in seconds rather than the 15 minutes it took a human to look up records and conduct the verification call.
Day 1: Configuration
HelpBot integrated with Active Directory and HR system for identity verification. Challenge question sets configured per compliance policy. Audit logging enabled for every reset action with full identity verification trail.
Day 2-3: Pilot Group
50-person pilot group in the Chicago office. HelpBot handled 18 password resets in the first 48 hours. Average time from request to working credentials: 87 seconds. Zero failed identity verifications. Compliance team reviewed audit logs and approved for full rollout.
Week 1: Full Rollout
All 500 endpoints activated. HelpBot handled the Monday morning spike - 43 reset requests between 8-10 AM - with an average resolution time of 94 seconds. Previously, those 43 tickets would have taken IT staff until Wednesday afternoon to clear.
Week 2: Steady State
92% of all password resets fully automated. The remaining 8% were edge cases - expired security badges, employees with name changes not yet reflected in HR system - routed to human IT with full context. IT staff hours on password duty dropped from 160/month to under 12.
"Password resets were eating our IT team alive. 260 tickets a month, each requiring identity verification for compliance. HelpBot automated 92% of them in under 90 seconds each. We got 160 hours of IT capacity back every month. That is not incremental improvement - that is a structural change to how our IT team operates."
The Results
Within 14 days, Crestline achieved full automation of their largest ticket category:
- 92% of password resets fully automated with zero human involvement
- Average reset time dropped from 45 minutes to 90 seconds (97% reduction)
- 160 IT staff hours per month recovered - equivalent to one full-time employee
- Monday morning spike eliminated as a bottleneck: 40+ tickets resolved in under 8 minutes total
- Compliance audit pass rate: 100% - every reset logged with full identity verification trail
- Net monthly savings: $14,200 (recovered IT labor + eliminated overtime during peak periods)
- Employee wait time for password access dropped from 45 minutes to under 2 minutes
- Overall IT ticket volume dropped 38%, freeing the team for security and infrastructure work
Key Takeaways
Crestline's experience reveals why password resets are the ideal starting point for IT automation:
- High volume, deterministic process: Password resets follow a fixed sequence - verify identity, change credential, confirm access. There is no ambiguity, which makes them ideal for AI automation with compliance-grade audit trails.
- Fastest path to ROI: Crestline saw payback in 14 days because password resets were their single largest ticket category. Automating one process type eliminated 38% of total IT volume overnight.
- Compliance as an accelerator: The identity verification requirement that slowed humans down actually made automation more valuable. HelpBot executes compliance checks faster and more consistently than manual processes, turning a bottleneck into a speed advantage.