Autonomous AI Agent Systems

Architecture for
Autonomous AI
Agent Systems

Hendricks designs and deploys autonomous AI agent systems on Google Cloud that analyze signals, coordinate decisions, and execute operational workflows. The result: Intelligent Operations.

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Enterprise Experience

Our founder spent 15 years building and managing the operational systems inside global enterprises.

IBMEnterprise Technology
WorkdayEnterprise SaaS
EvernoteConsumer Technology
SolarWindsIT Infrastructure
MerkleData & Performance Marketing
DentsuGlobal Advertising

The Problem

Your operations generate thousands of signals every day. Most go unread.

Decisions wait on people. Workflows wait on decisions. Growth waits on workflows. The tools are modern. The operations are manual. That gap is where performance dies.

The Architecture

Layer 01 — Foundation

Signals Layer

Every autonomous system starts here. The Signals Layer captures raw operational data from across your business — CRM events, system logs, customer interactions, workflow triggers — and structures it into signals that agents can consume.

Real-time data ingestion from all operational systems
Event-driven signal pipelines on Cloud Pub/Sub and EventArc
Enterprise integration — CRM, ERP, marketing, internal tools
Signal modeling optimized for autonomous agent consumption
Data flows toReasoning Layer
12,847
Signals Ingested
3,291
Decisions Made

The Hendricks Method

Architecture. Agents. Operations.

/01

Architecture Design

Assess your operational environment, map signal flows, and design the autonomous agent architecture required for intelligent operations.

/02

Agent Development

Build autonomous agents using Google's ADK that monitor signals, reason through decisions, and execute actions across your operations.

/03

Continuous Operation

Deploy and manage autonomous agent systems in production on Google Cloud. Systems that compound performance over time.

The Stack

Built on Google Cloud

We don't experiment with your operations. We deploy on infrastructure designed for enterprise reliability.

01AI Models
Gemini
02Agent Framework
Agent Development Kit (ADK)
03Agent Runtime
Vertex AI Agent Engine
04Data Platform
BigQuery
05Infrastructure
Google Cloud

The Architect

Built by someone who has operated this at scale

Brandon Lincoln Hendricks spent 15 years inside enterprise operations at SolarWinds, Merkle, Dentsu, IBM, Workday, and Evernote. Not advising from the outside — building and managing the systems that ran them.

Every enterprise had the same structural problem. The tools were modern. The operations were manual.

That pattern became Hendricks.

Our Philosophy

Results over hype.

Architecture over tools.

Systems over tasks.

Performance over experimentation.

Your operations won't wait.

Hendricks designs and deploys the autonomous AI agent architecture required to make the transition to intelligent operations real.

30-minute discovery call. No commitment required.