Case studies

Enterprise AI delivery patterns tied to practical business outcomes.

Explore how ViaCatalyst approaches permission-aware RAG, product AI, agent systems, observability, evaluation, and document intelligence for teams moving toward production.

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Challenge Context and constraints made explicit

Approach Architecture choices connected to tradeoffs

Outcome Operational gains framed in practical terms

Learning Patterns reusable across future initiatives

Selected work examples

Enterprise Knowledge Systems

Enterprise Knowledge RAG With Access Control

A permission-aware RAG layer for policies, contracts, product documentation, support history, and internal knowledge without crossing access boundaries.

View case study B2B Platforms

B2B Platform AI Feature Integration

An AI capability layer for a live B2B platform with tenant-aware retrieval, assisted workflows, release gates, and product telemetry.

View case study AI Operations

Agentic Operations Readiness

A readiness and architecture program for turning a manual internal workflow into governed agent execution with approvals and observability.

View case study AI Governance

AI Observability and Evaluation Control Plane

An enterprise AI control plane for evaluation, tracing, release gates, model governance, cost visibility, and incident review.

View case study Regulated Operations

Intelligent Document Processing for Compliance Review

An AI-assisted document workflow for classification, extraction, policy checks, exception routing, reviewer queues, and audit-ready decisions.

View case study

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