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Use Case Library

Real AI, CX and automation use cases — filter by service, industry and platform.

A living library of enterprise use cases we implement across CCaaS, agentic AI, enterprise AI and business automation programs. Ungated, filterable and shareable — use it as a starting point for your own roadmap.

Illustrative only. Use cases, metrics and platform pairings are representative of engagements delivered by Pronix or its practitioners and may be generalized or anonymized; results depend on engagement-specific factors and are not a guarantee of future outcomes. See our Terms of Use.

6 of 48 use cases ·

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Enterprise AIFinancial Services

RAG knowledge platform for wealth advisors

Problem. Advisors need instant, cited answers across research, policy and product content.

Approach. Governed RAG platform with content connectors, evaluation harness and audit-ready citations.

Outcome. Trusted, cited answers inside the advisor workstation.

Cited answers in seconds vs. minutes of search
Azure OpenAI
Enterprise AIHealthcare Providers

Enterprise search across clinical & operational content

Problem. Clinical, policy and coding content is spread across intranets, PDFs and legacy KBs.

Approach. Unified semantic search with PHI-aware access controls and evaluation guardrails.

Outcome. One search surface for clinical and operational teams.

Higher answer accuracy vs. legacy keyword search
AWS Bedrock
Enterprise AIInsurance

Policy & endorsement copilot for underwriters

Problem. Locating the right form, endorsement or state variation is manual and error-prone.

Approach. RAG over policy corpus with form-aware retrieval, state filters and evaluation harness.

Outcome. Right form, right state, cited — inside the underwriting workflow.

Faster policy issuance with fewer form errors
Azure OpenAI
Enterprise AIRetail & Ecommerce

Semantic product search & merchandising RAG

Problem. Traditional keyword search misses intent and long-tail queries; conversion suffers.

Approach. Semantic search + LLM re-ranking + evaluation loop tuned on conversion signal.

Outcome. Better relevance, higher conversion on long-tail searches.

Search-driven conversion lift
AWS Bedrock
Enterprise AIHealth Payers

AI governance & evaluation platform

Problem. Rapidly growing set of AI use cases lacks a shared evaluation and governance baseline.

Approach. Central eval harness, model registry, red-teaming and PHI-aware guardrails across teams.

Outcome. Faster, safer rollout of AI use cases with defensible audit trail.

Standardized evaluations across every deployed model
Azure OpenAI
Enterprise AIBPO

Knowledge AI for BPO agents across client programs

Problem. Agents on multi-client programs juggle multiple knowledge bases with inconsistent quality.

Approach. Governed multi-tenant RAG surfaced inside the agent desktop with per-client isolation.

Outcome. Consistent, cited answers across client programs.

Higher first-contact resolution across programs
AWS BedrockNICE CXone
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