Machina

AI Automation · California

AI Automation for California Businesses

We automated 70% of manual work for a growing Central Coast business — lead routing, follow-up sequences, booking, and reporting. AI that makes your team more productive, not a gimmick.

70%
reduction in manual work — speed-to-lead case study
45%
churn reduction through behavioral automation
4 weeks
typical deployment timeline

Proven Results

Real outcomes from real systems

70%
Reduction in manual work

A Central Coast home services business was manually triaging every inbound lead. We built an AI routing system that qualifies, categorizes, and assigns leads automatically — 24/7.

Read the speed-to-lead case study
45%
Churn reduction

A SaaS business was losing customers silently. We built behavioral automation that detects disengagement signals and triggers targeted re-engagement sequences before cancellation.

Read the customer journey case study

Cutting Through the Hype

What AI automation actually means for your business

"AI" is everywhere right now. Most of it is vaporware, chatbots that frustrate customers, or tools that require your team to learn new software they'll abandon in three months.

What we build is different: practical systems that plug into your existing tools and remove the manual steps that are costing you time and revenue. A new lead comes in — they get qualified, assigned, and followed up with automatically. An appointment request arrives at midnight — it's booked without anyone touching it. A customer goes quiet — they get a targeted re-engagement before they churn.

We don't build chatbots that frustrate customers. We build backend systems that make your team faster and your revenue more predictable.

What we build

Systems that qualify leads automatically
Routing to the right person without manual triage
Follow-up sequences that run without manual effort
24/7 appointment booking via web or text
Outcome reporting delivered to your inbox
CRM data that writes itself

Deliverables

AI automation systems we build

Lead qualification and routing

New leads are categorized by source, intent, and fit — then automatically assigned to the right person or team. No manual triage. No leads falling through the cracks.

AI booking and scheduling agents

24/7 appointment booking via your website or text. A prospect texts at 11 PM and has a booking confirmation in seconds — without anyone on your team being awake.

CRM integration

Salesforce, HubSpot, custom — data flows without manual entry. Every call, form, and interaction writes back to your CRM automatically.

Email and SMS follow-up automation

Triggered by behavior, not schedule. A lead opens your proposal? They get a follow-up. A customer hasn't re-ordered in 60 days? They get a re-engagement sequence.

Reporting automation

Weekly dashboards delivered to your inbox. No one manually pulling data from five tools. Your KPIs compile and send themselves.

Internal workflow automation

Approval workflows, task assignment, handoffs between departments. Work moves forward without someone manually tracking it.

Technology

Tools we build with

n8n
Primary workflow orchestration
Zapier / Make
Rapid integrations
OpenAI API
Classification, routing, and response generation
Twilio
SMS and voice automations
HubSpot / Salesforce
CRM integrations
Custom APIs
When off-the-shelf doesn't fit

We choose tools based on your existing stack and what will be easiest for your team to maintain. We're tool-agnostic — the system matters more than the vendor.

Our Process

Discovery to deployment in 4 weeks

Typical timeline for a standard automation system. Complex multi-CRM integrations may take 6–8 weeks.

01

Discovery

We map your current workflows — where time is wasted, where leads get lost, what requires manual effort that shouldn't.

02

Architecture

We design the automation system before writing a single line. Which tools connect where. What triggers what. How data flows.

03

Build & test

We build in stages and test every trigger, condition, and output. No surprises in production.

04

Deploy & monitor

We launch and monitor for 30 days. We tune anything that doesn't perform. Ongoing maintenance included.

Pricing

Transparent pricing. ROI typically visible in 30 days.

$3,000 setup
Standard automation system
+ $500/month maintenance
  • Lead routing and follow-up
  • CRM integration
  • Email/SMS triggers
  • 30-day monitoring included
$5,000+ setup
Complex multi-system integration
+ $500/month maintenance
  • Multiple CRM integrations
  • AI classification models
  • Custom API development
  • Full reporting dashboards

ROI is typically visible within 30 days through hours saved and leads that would have been lost. Most clients recover the setup fee within 60–90 days.

FAQ

AI automation questions, answered

What business processes can AI automation handle?

Lead qualification and routing, appointment booking, CRM data entry, email and SMS follow-up sequences, internal approval workflows, reporting and dashboard delivery, customer onboarding, and re-engagement campaigns. If it's a repeatable process that follows rules, it can be automated.

How quickly can AI automation be deployed?

Most automation systems take 2–4 weeks from discovery to go-live. Simple workflow automations (like lead notification routing) can launch in under a week. Complex systems with multiple CRM integrations and custom AI classifiers take 4–6 weeks.

Do I need technical expertise to use it?

No. We build automation systems that your team operates through interfaces they already use — your CRM, email platform, or a simple dashboard. You don't need to understand n8n or APIs. You just see the results.

What's the ROI on AI automation?

We reduced manual work 70% for a growing Central Coast business through lead routing and follow-up automation. ROI is typically visible within 30 days through hours saved and leads that would have been lost. Most clients recover the setup fee within 60–90 days.

How is Machina's AI automation different from Zapier?

Zapier handles simple linear workflows (if X then Y). We build systems with conditional logic, AI-powered classification, multi-step routing, and feedback loops. We also use Zapier as a component — it's just one tool in the stack, not the whole system.

Does it integrate with my existing CRM?

Yes. We integrate with HubSpot, Salesforce, Zoho, Pipedrive, and custom databases. We've built integrations with industry-specific platforms in healthcare, real estate, and home services. If it has an API, we can connect to it.

What if the automation breaks?

Our $500/month maintenance includes monitoring, alerts, and fixes. If an automation fails, we're notified before you are. We also build failure handling into every system — errors get flagged to a human rather than silently dropping data.

What types of businesses benefit most from AI automation?

Any business with high lead volume, manual follow-up requirements, or repetitive admin work. Home services, healthcare, real estate, SaaS, and professional services see the fastest ROI. If your team is spending more than 10 hours a week on tasks that follow a pattern, automation will pay for itself.