Wasatch Solutions

AI Infrastructure

AI infrastructure for organizations that need more than a prototype.

We design and build the data, model, deployment, evaluation, and governance layers needed to make AI useful inside real organizations.

RAG and knowledge systems

Retrieval pipelines, vector stores, chunking strategies, and grounding patterns built around your real documents and access rules.

Model deployment and evaluation

Reliable deployment paths, evaluation harnesses, regression tests, and traceable model behavior across changes.

Secure internal AI tools

Internal copilots, assistants, and structured-output workflows scoped to your data, your permissions, and your audit needs.

Data pipelines and AI readiness

Ingestion, normalization, enrichment, and versioning so models work against trustworthy, well-shaped data.

Human review and operational controls

Human-in-the-loop steps, approval gates, and override flows that keep humans accountable for consequential decisions.

Monitoring, logging, and feedback loops

Output logging, drift detection, cost visibility, and structured feedback channels that make the system improvable.

Why this matters

The difference between an AI demo and an AI system.

Most AI failures aren't model failures — they're the absence of everything around the model. A demo proves a model can do something once. A system proves it can do the right thing, safely, every time.

Demo

One model, one prompt, one happy path.

  • • Tested against curated inputs the team already understands.
  • • No real data access, permissions, or audit trail.
  • • Impressive in a deck. Brittle in production.

System

Data access, permissions, retrieval, evaluation, logging, human review, monitoring, rollback.

  • • Grounded in your actual documents, with your access rules.
  • • Measured by an evaluation harness, not a vibe check.
  • • Logged, monitored, reviewable, and reversible.

Talk to us about your AI infrastructure

From a single retrieval workflow to a full internal AI platform — let’s scope what would actually move your team forward.

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