Automation & Agents

AI agents that do the work, not just the demo.

Vier builds production-grade automation agents — LLM-powered workflows that integrate with your existing systems, handle exceptions gracefully, and get measurably better over time.

Start a conversation →

What we build

🤖

Document Intelligence

Extract, classify, and route structured data from contracts, invoices, reports, and forms — at scale, with audit trails.

🔗

Multi-Step Workflow Agents

Agents that span multiple systems — CRM, ERP, email, Slack — completing end-to-end tasks with human-in-the-loop checkpoints where it matters.

💬

RAG-Powered Assistants

Internal knowledge bases and customer-facing chatbots grounded in your proprietary data — not hallucinating from the public web.

⚙️

Process Automation

Replace brittle RPA scripts with LLM-backed agents that understand context, handle edge cases, and self-correct when inputs change.

Why most agent projects fail

  • Built on demos, not production data — the happy path works, the real world doesn't.
  • No error handling — one bad LLM response breaks the whole pipeline.
  • No observability — you can't tell what the agent did or why.
  • No feedback loop — the agent doesn't get better after deployment.
  • Vendor lock-in — switching models means rewriting everything.

Vier builds agents that survive contact with production. Every agent ships with logging, fallback logic, human escalation paths, and a monitoring dashboard.

Our stack

OrchestrationLangGraph, CrewAI, custom Python
ModelsGPT-4o, Claude 3.5, Llama 3, fine-tuned domain models
Vector storesPinecone, pgvector, Chroma, Databricks Vector Search
IntegrationsREST APIs, Zapier, Make, Salesforce, HubSpot, Slack, email
ObservabilityLangSmith, Arize, custom dashboards
DeploymentAWS Lambda, GCP Cloud Run, Azure Functions, Databricks Jobs

Let's build something that actually ships.

Agent projects typically start at $12,000. We scope based on complexity and integration surface area.

Talk to us →

← Back to Vier