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AI HR Assistant Reducing HR Support Workload by 65%

Built intelligent HR chatbot handling employee questions, benefits, policies, and onboarding.

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Enterprise7 WEEKSVERIFIED RESULTS1,200-employee manufacturer

AI HR Assistant Reducing HR Support Workload by 65%

Built intelligent HR chatbot handling employee questions, benefits, policies, and onboarding.

Founder note: this is written to be practical. We focus on what we learned in delivery, what changed for the team, and what results held up after rollout.

INDUSTRYEnterprise
CLIENT TYPE1,200-employee manufacturer
TIMELINE7 weeks
DELIVERY SCOPEHR policy Q&A, leave requests, onboarding automation
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The Real Problem

1. HR team receiving 500+ questions daily

2. 70% of questions were about basic policies and benefits

3. Employees frustrated with slow HR response times

4. New hires getting inconsistent information during onboarding

5. HR team had no capacity for strategic initiatives

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What We Actually Changed

Built internal HR AI assistant:

- Employee handbook and policy access via chat

- Benefits eligibility and enrollment help

- Leave and time-off tracking

- Payroll and compensation questions

- Onboarding checklist and guidance

- Company directory and org chart

- Integration with HR systems (BambooHR, Workday)

- Multi-language support (English, Spanish, Mandarin)

TOOLS AND METHODS USED

OpenAI GPT-4LangChainBambooHR APIWorkday APINode.jsPostgreSQLSlack APIMicrosoft Teams API
layers

Delivery Journey

PHASE 1

Knowledge Base Creation

Compiled policies, benefits, procedures into knowledge base

PHASE 2

AI Training

Trained AI on HR knowledge, tested responses

PHASE 3

System Integration

Connected to BambooHR, Workday, directory

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What Improved

Our HR team can finally do real HR work instead of answering the same questions 500 times daily. Employees are happier because they get instant answers. This freed us up to redesign benefits and focus on culture.

65%
Questions
280 hrs/wk
HR Freed
+48%
Satisfaction
AI now handles 65% of employee HR questions
HR team freed for strategic initiatives
Instant answers vs. 24+ hour wait before
Employees very satisfied with instant HR support
New hires onboard 5 days faster with AI guidance
Employees getting consistent, accurate info
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FOUNDER BRIEF

INDUSTRY
Enterprise
TIMELINE
7 weeks
CLIENT TYPE
1,200-employee manufacturer
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DELIVERY STACK

OpenAI GPT-4LangChainBambooHR APIWorkday APINode.jsPostgreSQLSlack APIMicrosoft Teams API

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