You don't hire a plumber full-time. You call one when you need one.
We're AI Plumbers. We help small and mid-sized teams figure out, fix, and future-proof their AI infrastructure.
Whether you're just getting started with ChatGPT or knee-deep in custom workflows and things are breaking, we're the folks who come in, set it up right, and get out of the way.
Specialized AI Solutions
You're curious about AI but it's not your core competency. We'll help you assess your existing tools, your goals, and what options make the most sense.
Who we help
Field Service & Operations Companies
HVAC, roofing, plumbing, electrical, and property management. We can set up tools which help route technicians efficiently, predict stockouts, flag warranty claims automatically, and keep customer data secure.
Multi-Location Service Businesses
Staffing agencies, financial services, or healthcare services with compliance requirements. We can help automate scheduling, manage workforce allocation across locations, and ensure your data governance meets regulatory standards.
Product Teams
Use our agentic tools to help with your root cause analysis, code generation, and support engineering. More use cases, less time to test, and more time shipping.
Our Core Services
AI Roadmaps and Rapid Startups
"Where do we even begin?"
We start with your goals and workflows. Then we deliver a pilot-ready AI Action Plan that is clear, actionable, and tied to business value.
Typically $7.5k–$15k depending on scope and requirements
2 weeks
Tailored AI Tooling and Integration
"Bought ChatGPT Enterprise... now what?"
We connect AI to the tools your team already uses: Slack, Jira, Notion, GitHub, Google Workspace, HubSpot, etc. We can also connect them to internal systems (CRM/scheduling software/inventory databases) using APIs, databases, and secure pipelines.
Typically $30k–$80k depending on complexity and integrations
4–8 weeks
Fixes, Audits and Architecture Reviews
"Something broke. No one knows what."
We jump in like plumbers: find the leak, patch it fast, and help you rebuild it right. Think: runaway costs, inaccurate outputs, security gaps, or systems that just stopped working.
Typically $10k–$25k depending on urgency and depth
Variable timeline
Considerations include
Data & Compliance
Data sensitivity, governance needs, and compliance requirements
Scale & Complexity
Number of integrations, systems, and SLA/support model
Change Management
Training needs and organizational change support
Why Leading Businesses Choose AI Plumbing
We aim for practical results: faster operations, fewer errors, lower costs. Backed by our team's track record of successful implementations, tailored to each customer's needs.
Specialized Expertise
We're AI specialists backed by 1,000+ engineers with 18 years of experience. We've built automation systems for companies coordinating hundreds of service teams across multiple locations. We know how to make AI work in messy, real-world operations.
On-Demand Agility
Bring in our top-tier AI talent precisely when you need it, without the overhead of full-time hires. We integrate seamlessly with your team, delivering rapid, impactful solutions.
Results-Driven & Business-First
We care about outcomes. Previous clients have achieved 50% faster delivery, 40% lower infrastructure costs, 30% better performance. We bring that same focus to every engagement.
What teams often see after implementation
50% Faster Delivery
AI deployments and feature delivery accelerated with optimized integration pipelines.
40% Lower Infrastructure Costs
Reduced operational expenses through automated AI operations and efficient resource allocation.
30% Better Performance
Significant performance improvements in AI modernization and integration projects.
Resources & Insights
Expert guides and insights from Aziro to help you make smart AI decisions and successfully navigate your AI transformation.
AI Automation Guide
Learn how to automate and optimize business processes with AI - from RPA to predictive analytics.
Read Guide →Agentic AI & API Design
Discover how autonomous AI agents are revolutionizing API design, compliance monitoring, and lifecycle management.
Read Article →More AI Resources
Explore our full library of AI insights, eBooks, and thought leadership on digital transformation.
Browse Blog →Want some thoughts on your AI Roadmap?
Whether you're starting from scratch or just need a quick touchup on your existing infrastructure, we're happy to help.