Industry AI consulting
B2B Platforms AI Data Orchestration Consulting
AI data orchestration, RAG, agent workflow, validation, and observability patterns for b2b platforms teams.
Challenges
Where teams usually need help.
Tenant data boundaries
AI feature reliability
Usage and cost visibility
Solutions
How ViaCatalyst can help.
Tenant-aware RAG
Tenant-aware RAG shaped around security, operations, and measurable business impact.
AI feature evaluation
AI feature evaluation shaped around security, operations, and measurable business impact.
Production observability
Production observability shaped around security, operations, and measurable business impact.
Related services
Relevant service pages.
Advanced RAG & Context Engineering
Secure LLM data ingestion, custom vector search layers, and contextual metadata pipelines for messy enterprise data.
Autonomous Multi-Agent Systems
Graph-based multi-agent workflows with explicit guardrails, deterministic gates, and auditable business execution.
Enterprise AI Hardening & Observability
Evaluation rubrics, hallucination mitigation, LLM drift monitoring, latency tracing, and AI infrastructure cost control.
Next step
Build a b2b platforms AI architecture roadmap.
Clarify the data, workflow, validation, and observability foundations before production AI delivery begins.