Tech debt bottlenecked support. A four-month rebuild deployed distinct models for routing and search, enforcing strict data residency.
A SaaS provider of HR tools for mid-to-large enterprises relied on a legacy stack of rules-based chatbots and static portals to serve its global customer base.
This fragmented architecture created user friction and carried technical debt that stifled rapid innovation. Additionally, the system struggled to...
“AI is such a transformative shift that we didn’t want to be constrained by historical thinking, technical debt, or functional limitations. We chose to rethink our platform through the lens of AI so that it was future-proof, adaptable, and capable of unlocking the full potential of generative AI.”
AI-powered HR service delivery and employee experience platform for enterprises.
Cloud computing platform and on-demand infrastructure services.
Applaud's HR service platform is part of this use case:
Related implementations across industries and use cases
Trainers manually analyzed scattered sleep and diet logs. AI now unifies the data to trigger instant coaching insights.
Model tuning took weeks, slowing market entry. On Bedrock, updates take days, cutting costs 50% and boosting retention 75% for telecom.
A solo HR leader spent 45 minutes manually compiling multi-currency reports. Now, simple AI prompts extract the exact live data needed.
Siloed models couldn't reason across domains; a supervisor now routes read, retrieval, and action agents across HR, IT, and finance.
1,000 staff waited 2 days for HR answers. Now, a GenAI bot resolves queries instantly, freeing the team for strategic work.
Sequential AI testing bottlenecked development. Engineers built a concurrent, code-first pipeline to evaluate agent responses in seconds.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Legacy keyword search failed on typos and vague queries. Now, semantic AI interprets natural language and images to find exact items.
Tech debt bottlenecked support. A four-month rebuild deployed distinct models for routing and search, enforcing strict data residency.
A SaaS provider of HR tools for mid-to-large enterprises relied on a legacy stack of rules-based chatbots and static portals to serve its global customer base.
This fragmented architecture created user friction and carried technical debt that stifled rapid innovation. Additionally, the system struggled to...
“AI is such a transformative shift that we didn’t want to be constrained by historical thinking, technical debt, or functional limitations. We chose to rethink our platform through the lens of AI so that it was future-proof, adaptable, and capable of unlocking the full potential of generative AI.”
AI-powered HR service delivery and employee experience platform for enterprises.
Cloud computing platform and on-demand infrastructure services.
Applaud's HR service platform is part of this use case:
Related implementations across industries and use cases
Trainers manually analyzed scattered sleep and diet logs. AI now unifies the data to trigger instant coaching insights.
Model tuning took weeks, slowing market entry. On Bedrock, updates take days, cutting costs 50% and boosting retention 75% for telecom.
A solo HR leader spent 45 minutes manually compiling multi-currency reports. Now, simple AI prompts extract the exact live data needed.
Siloed models couldn't reason across domains; a supervisor now routes read, retrieval, and action agents across HR, IT, and finance.
1,000 staff waited 2 days for HR answers. Now, a GenAI bot resolves queries instantly, freeing the team for strategic work.
Sequential AI testing bottlenecked development. Engineers built a concurrent, code-first pipeline to evaluate agent responses in seconds.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Legacy keyword search failed on typos and vague queries. Now, semantic AI interprets natural language and images to find exact items.