We Design, Build, and Deploy
AI Systems You Own

A.I. Systems Consulting & Build

We architect your AI system, ship it inside your environment, and hand you the keys. One multi-phase engagement.

See What We Build
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OperatorOS
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Activity Timeline
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OperatorOSIntegrations

The tools we connect to

CRMs, email, messaging, support, marketing. Your existing stack wired into one coherent system.

OperatorOSThe Systems

Five systems. One operating layer.

The systems we ship compose your go-to-market and internal operations. Custom-built, deployed in your environment, fully owned by you from day one.

RAG Pipeline

Knowledge Systems

Private knowledge base

Your team keeps asking the same questions. Your docs have the answers. The two just aren't connected yet.

What's our refund policy?

30-day full refund, no questions asked.

How do I request one?

Go to Settings, then click "Request Refund."

Workflows

Workflow Automation

n8n + webhooks

The follow-ups, handoffs, and status updates your team does manually every day. Those stop being your problem.

Follow up with client
Schedule demo call
Update CRM notes
Send proposal draftNEW
Routing

Decision Logic

Rules Engine

Leads that should route to sales sit in a queue. Tickets that need escalation get buried. Custom rules fix the routing your tools missed.

Ingest
lead_data
sentiment
tickets
webhooks
Rules Engine
IF lead_score > 80 THEN route_to_sales
IF sentiment < 0.3 THEN escalate
IF resp_time > 5m THEN auto_reply
IF priority = critical THEN alert_team
Actions
route
escalate
reply
alert
847decisions/hr
99.9%accuracy
Voice AI

Voice Agents

Retell AI

Voice agents wired into your go-to-market system. Inbound qualification, outbound follow-ups, and scheduling, on infrastructure you own.

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02:34
Data Management

Integrations

100+ tools

We connect your existing tools into one system. CRMs, calendars, email, Slack, and custom APIs.

All features. One platform. Zero complexity.

OperatorOSThe Engagement

Consult, then build

One engagement, two phases. We design the system before we build it, then we ship it inside your environment and hand you the keys.

Phase 01

Consult

~3 months

AI Systems Audit

We map your current stack, workflows, and revenue motion. Find where AI compounds, not just where it patches.

Architecture Design

Agentic systems design across your data, infrastructure, and operating model. We decide what to build before we build anything.

Go-to-Market Strategy

How AI shows up in your offer, your sales motion, and your delivery. Not just internal tooling, the revenue surface too.

Local Agent & Claude Code Consulting

Internal team enablement on Claude Code, local agent infrastructure, and the operating cadence you inherit at handoff.

Phase 02

Build

4-6 weeks
Week 101

Discovery

We translate the consulting architecture into a concrete build plan. Scope, sequencing, and the systems we touch first.

Build plan
System inventory
Sequenced roadmap
Weeks 2-402

Build

Built in your environment. Your accounts, your repos, your infrastructure. Nothing lives on our side.

Production code in your repos
Integration testing
Staging deployment
Week 4-503

Deploy

Production launch with monitoring and load testing baked in. We verify the system holds before we step back.

Production launch
Monitoring setup
Performance validation
Week 5-604

Handoff

Full documentation, team training, and credential transfer. You own everything with a support window on the other side.

Complete documentation
Team training sessions
Post-launch support window

30-minute call. No commitment.

OperatorOSBy the Numbers

Built for results, not promises

Every metric is a commitment. Every number is something we deliver on, project after project.

0%
System Uptime

Production-grade reliability across every deployment we ship.

0%
Client-Owned

Every system, account, and line of code belongs to the client.

0 phases
One Engagement

Consult, then build. One continuous process, not two transactions.

0 migrations
Built In Your Environment

Your accounts, your repos, your infrastructure from day one. Nothing to move at handoff.

0 team, sourced
Right Team Per Project

Engineers and joint partners sourced per project. Best fit for your build.

0 day
Post-Launch Support

Dedicated support window after every deployment goes live.

OperatorOSClient Results

Systems that actually ship

Real engagements. Real infrastructure. Fully owned by the client.

Agentic Systems + GTM

Honestly, I came in thinking we needed a chatbot. By week three of the consult I realized that wasn't even the right problem. The build was almost anticlimactic at that point. We already knew what we were doing.

OperatorOS
Founder, Online Retail Operator
Direct-to-Consumer
Full Engagement
Phase
Ops + Sales
Surface
Client-Owned
Ownership
Recent Engagements

Ready to be the next case study?

Davis McMurrain
Available

Davis McMurrain

Founder, OperatorOS

AI Systems Architect

AI Systems Architect

Davis works with founders and operators on the architecture layer of their AI strategy. The work begins with the system, not the tool. How agents move data across your business, how AI shows up in your go-to-market, what gets deployed locally, and where your team needs to be fluent in the long run.

Engagements start with a three-month consulting phase. Audit, architecture, GTM, and Claude Code enablement for your team. Then a sourced team of engineers and joint partners builds the system inside your environment and hands over the keys.

Agentic systems design
Go-to-market for AI-native operators
Local agent infrastructure, OpenClaw-style deployments
Claude Code consulting for in-house teams
OperatorOSThe Operator Dispatch

Field notes from the build

Architecture decisions, agentic system patterns, and what we learn shipping AI inside client environments. Sent when there is something worth sending.

Architecture write-ups
Agentic system patterns
Deployment field notes

For operators and founders building AI into real systems. Unsubscribe anytime.

OperatorOSTrust

Built to be handed off

We build in your environment. You own the code, the data, and every account.

Client-Owned Infrastructure

Every system runs in your accounts. We build it, you own it. No vendor lock-in, ever.

Data Sovereignty

Your data never leaves your infrastructure. Full control over storage, access, and processing.

Production-Grade Reliability

99%+ uptime, real monitoring, and incident response. Not demos. Real deployments.

Frequently asked questions

OperatorOSGet started

Ready to scope the system?

30 minutes to walk through your current stack and where AI fits. No pitch decks. Just the work.

View Pricing
Architecture first
100% client-owned
Sourced team per project