85% of queries answered automatically. Zero human intervention.
How Beauty Square deployed a Generative AI knowledge chatbot, eliminating knowledge silos, cutting HR tickets by 60%, and accelerating employee onboarding across Africa.
The Company
Beauty across borders.
Knowledge that couldn't keep up.
Beauty Square is one of Africa's leading cosmetics and skincare retailers, operating across retail and ecommerce channels with a growing workforce spread across the region. As the business scaled, it brought the knowledge management challenges that come with rapid growth.
Employees couldn't find what they needed. HR and IT teams spent hours answering questions that had already been answered in documents no one could locate. The knowledge existed, it just wasn't accessible. Beauty Square came to Kitsilano Technologies to change that.
In Their Words
“Partnering with Kitsilano has been a game changer. With their support we addressed critical issues, and delivered something our employees actually love using every day.”
Beauty Square
Management Team, Africa
The Challenge
Knowledge silos slowing every department
As Beauty Square grew across departments and geographies, employees hit a wall finding institutional knowledge. Leave policies, SOPs, and compliance protocols were scattered across shared drives, email threads, and legacy portals. HR and IT teams fielded the same questions repeatedly while new staff struggled through onboarding without a reliable way to find anything.
Decentralised documentation no employee could navigate reliably
HR and IT overwhelmed by recurring queries that could be self-served
The Approach
A secure generative AI knowledge pipeline
Kitsilano deployed a fully managed cloud-native generative AI pipeline for Beauty Square. Company documents are ingested, processed into semantic embeddings, and indexed for instant retrieval. A foundation model generates natural-language answers grounded directly in company documentation, with enterprise-grade encryption, single sign-on, role-based access, and full audit logging enforced throughout.
Semantic search returning direct answers from company documentation
SSO, role-based access, and audit logging built in from day one
The Results
Knowledge that works for every employee, from day one
From the first day of deployment, 85% of employee queries were resolved without human involvement. HR and IT ticket volumes fell 60%, new staff onboarded 40% faster, and full security compliance was maintained across the platform.
85%+ of queries auto-resolved with no human involvement
60% reduction in HR and IT support tickets from go-live
Results & Benefits
Substantial gains across every team from day one.
Query Resolution
85%+ of employee queries answered automatically with no human involvement from the first day.
HR Ticket Reduction
60% fewer HR and IT support tickets, freeing teams to focus on higher-value work.
Onboarding Speed
40% faster employee onboarding with instant access to policies, procedures, and company knowledge.
Security Compliance
100% compliance maintained with enterprise-grade encryption, SSO, and role-based access controls.
Knowledge Access
Employees across Africa now find answers in seconds, not hours, with no manager involvement needed.
Employee Experience
A tool employees actually love using every day, praised by management from the first week of go-live.
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