M&Z Consulting LLC — AI Automation

Autonomous
Intelligence.
Measurable ROI.

We build agentic AI systems that replace manual bottlenecks, close more deals, and scale your operations — without scaling your headcount.

80%
Tickets Resolved
Autonomously
30%
Operational Cost
Reduction
4x
Lead Conversion
Speed
Scroll
Agentic AI Systems
Voice AI Integration
CRM Automation
Multi-Agent Orchestration
HIPAA-Compliant Workflows
Performance-Based Pricing
Glass-Box Architecture
Lead-to-Revenue Systems
Agentic AI Systems
Voice AI Integration
CRM Automation
Multi-Agent Orchestration
HIPAA-Compliant Workflows
Performance-Based Pricing
Glass-Box Architecture
Lead-to-Revenue Systems

We don't sell
software.
We sell outcomes.

M&Z Consulting LLC is a USA-based AI automation firm specializing in building autonomous agent systems for mid-market businesses. We combine deep vertical expertise with Glass-Box transparency — you always own and understand what we build for you.

Our systems are designed around one principle: every dollar you invest must return multiple dollars in measurable revenue or cost savings. If it doesn't perform, we don't charge.

2.52T
Global AI spending projected in 2026 — we position you to capture it
88%
Gross margin achievable with white-label AI delivery model
48B
Agentic AI market size by 2030 — the window to enter is now
60%
Reduction in contract review time with our legal AI integrations

End-to-end
automation systems

From first contact to closed deal — we automate the entire revenue and operations stack with agents that work 24/7.

01
Autonomous AI Agents
Multi-step, decision-making agents that handle inbound requests, qualify leads, book appointments, and escalate intelligently — without human intervention.
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02
Voice AI Integration
24/7 AI voice agents that answer calls, diagnose issues, and schedule directly into your calendar — powered by Synthflow, AgentVoice, and custom NLP pipelines.
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03
CRM & ERP Automation
Deep integrations with HubSpot, Salesforce, ServiceTitan, Yardi, and AppFolio. Every customer interaction captured, routed, and actioned automatically.
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04
Agent Orchestration
Multi-agent architectures where specialized AI agents collaborate, cross-check each other, and route tasks — built on LangGraph, CrewAI, and custom orchestration layers.
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Deep expertise.
Proven results.

We don't offer generic AI. We speak your industry's language, know your tools, and understand your regulations. That's the difference.

01
HVAC & Home Services
60–80% of inbound calls go unanswered when your techs are in the field. Our Voice AI agents capture every call, diagnose urgency, and book jobs directly into ServiceTitan — turning missed calls into booked revenue around the clock.
Voice AI ServiceTitan Auto-Dispatch AI Takeoff
02
Real Estate & Property
Speed-to-lead wins deals. Our multi-channel agents (SMS, email, web chat) respond to inquiries in seconds, qualify buyers, schedule tours, and sync everything to your CRM — while your agents focus on closing.
Lead Routing Yardi / AppFolio Lease Automation NLP
03
Healthcare & MedTech
Every 1% efficiency gain in a healthcare system means millions saved. We deploy HIPAA-compliant agents for prior authorization, EHR documentation, billing workflows, and referral management — isolated, encrypted, audit-trailed.
HIPAA Compliant EHR Integration Prior Auth AI n8n Self-Hosted
04
Legal Firms & Contract Management
We embed AI assistants inside your existing Microsoft 365 workflow — scanning contracts in seconds, flagging risk clauses, generating redlines, and freeing your attorneys for billable, strategic work. Always human-in-the-loop.
Contract Review Copilot Integration Spellbook / Luminance ABA Compliant

Glass-Box.
Transparent.
Yours to own.

We never lock you into black-box systems you can't see or control. Every workflow we build is fully visible, documented, and transferred to your team. The IP is yours.

When systems get complex, clients don't want to manage them alone — that's how we earn long-term partnerships without holding anyone hostage.

100% Glass-Box Architecture
01
Operational Audit
We map your current workflows, identify the highest-ROI automation targets, and audit your API infrastructure for integration readiness — before writing a single line of code.
02
Agent Architecture Design
We design a modular agent system using the right tools for your use case (Make, n8n, LangGraph, CrewAI) — not the tools we're invested in. Full schema delivered before build begins.
03
Transparent Build & Testing
You see every workflow as it's built. We deploy rigorous hallucination-prevention, error handling, and cross-agent oversight — with human-in-the-loop approval for high-stakes decisions.
04
Deploy, Measure, Optimize
Live dashboards. Real KPIs. Monthly optimization sprints tied to your P&L — not vanity metrics. We stay accountable to the outcomes we promised.
05
Knowledge Transfer
Your team gets trained on agent management and orchestration. You own the IP. You control the system. We become your long-term optimization partner by choice, not by lock-in.

Pay for results.
Not hours.

We structure every engagement as a hybrid model — reasonable setup to cover infrastructure, low monthly maintenance to stay involved, and performance bonuses tied to the outcomes we generate together.

Foundation
Starter Automation
$5,000+ setup
Low-code agentic workflows for SMBs. CRM-integrated, fully documented, and ready in under 4 weeks.
  • Rule-based AI agent (FAQ, booking, routing)
  • 1–2 CRM / calendar integrations
  • Voice or chat interface (your choice)
  • Full Glass-Box workflow documentation
  • 30-day post-launch support
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Enterprise
Full-Stack Agentic
$80K–$500K+
Multi-agent enterprise systems with full compliance (HIPAA, SOC 2), audit trails, and regulatory oversight built in.
  • Multi-agent orchestration (LangGraph / CrewAI)
  • Cross-agent oversight & hallucination controls
  • HIPAA / SOC 2 compliant deployment
  • Custom LLM selection (Anthropic, OpenAI, etc.)
  • Team training & agent management program
  • Dedicated success manager
Request a Proposal
All pricing is contingency-adjusted — if the system doesn't perform, we renegotiate. That's our Total Outcome Guarantee.
Ready to Scale?

Your competitors are already
deploying agentic AI.

The window to gain unfair advantage through automation is narrow. Let's build your system before they do.

Book a Free Strategy Call Email Us Directly

Let's build
something
remarkable.

Tell us about your operation. In 30 minutes, we'll map the highest-ROI automation opportunity in your business and give you a clear blueprint — no fluff, no pitch deck.

Location United States — Remote-First
Response Within 24 business hours