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AI Infrastructure
Enterprise
8-12 weeks
AI Agent Workflows

Your team handles repetitive multi-step workflows — routing decisions, approvals, escalations — that are too complex for simple automation but too tedious for skilled humans. Previous RPA attempts were brittle and couldn't handle edge cases.

80%

reduction in error rates

Overview

What are AI agent workflows? They are autonomous agent systems that execute complex multi-step tasks with tool use and human-in-the-loop controls. Production agents with constrained autonomy patterns reduce error rates by up to 80% compared to unconstrained approaches.

The Challenge

Your team handles repetitive multi-step workflows — routing decisions, approvals, escalations — that are too complex for simple automation but too tedious for skilled humans. Previous RPA attempts were brittle and couldn't handle edge cases.

Our Approach

We build autonomous agent systems with constrained autonomy patterns: tool use, human-in-the-loop controls, and rollback safety. Agents handle the routine 80% while flagging the complex 20% for human review.

Agent orchestration framework
Tool integration layer
Human approval workflows
Execution monitoring and logging

How We Deliver

1

Workflow Mapping

Document current processes, decision points, and edge cases

2

Agent Design

Define autonomy boundaries, available tools, and approval flows

3

Build

Implement the agent framework with tool integrations and guardrails

4

Safety Testing

Stress-test edge cases, failure modes, and rollback mechanisms

5

Staged Rollout

Progressive deployment with human oversight and monitoring

“The agent system handles edge cases we didn't even know we had. Our ops team went from firefighting to strategic planning.”

Director of Operations · Global Logistics Provider

Tech Stack

Agent Frameworks
LLM Orchestration
API Infrastructure

Project Details

Timeline 8-12 weeks
Complexity Enterprise
Category AI Infrastructure

Prerequisites

  • Defined workflows
  • API integrations
  • Approval processes

Ready to build?

Typical engagement starts within 2 weeks

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