01Voice AI
Calls answered. Meetings booked.
Inbound and outbound voice agents handling bookings, triage, and customer inquiries around the clock.
Natural, low-latency responseCRM & calendar syncHuman transfer fallback
Specialist AI Partner · Mid-Market Operations
Mid-Market Operations
Mirlo Systems builds AI systems and workflow automation for mid-market companies that need enterprise capability without enterprise timelines or cost.
Sector Bottleneck Audit
Operational challenges we solve for Mid-Market Operations
Mid-market and enterprise operators face domain-specific friction. Here is how Mirlo Systems partners on production AI that removes it.
- Revenue Leakage01
Peak Season Call Surges & Missed Bookings
Operational Friction:Inbound dispatch lines overflow during weather spikes, losing qualified customer bookings to local competitors.
AI System Solution:AI voice agents answer every call, qualify job scope, and book directly into your CRM - even during peak demand.
- Operational Friction02
Manual Scheduling & Dispatch Bottlenecks
Operational Friction:Dispatchers waste hours re-keying customer addresses, technician availability, and job notes across disconnected apps.
AI System Solution:Workflow automation syncs job details instantly into ServiceTitan, Salesforce, or Housecall Pro.
- 24/7 Coverage03
After-Hours Emergency Support Overhead
Operational Friction:Paying overtime or relying on unvetted third-party call centers leads to high operating costs and inconsistent customer experience.
AI System Solution:AI triage dispatches emergency technicians immediately and schedules routine maintenance for morning teams.
- Compliance & Safety04
Customer Data Privacy & Encrypted Records
Operational Friction:Handling customer address records and payment details over unencrypted channels creates real compliance risk.
AI System Solution:All interactions run with encryption at rest and in transit, zero LLM data retention, and automated data redaction.
What We Ship
Production AI systems for Mid-Market Operations
Deployable AI voice agents, workflow engines, and knowledge systems tailored to your stack and sector constraints.
Get a free assessment- 02Automation
Handoffs that don't stall your ops.
End-to-end process automation connecting your CRM, ERP, communications, and database systems seamlessly.
API integrationsDocument processingData extraction - 03Support AI
Tier-1 handled. Your team freed up.
Support agents wired into your internal knowledge base, resolving routine tickets accurately and escalating the rest.
Tier-1 deflectionTicket auto-resolutionHuman escalation - 04Revenue AI
Pipeline that scores itself.
Lead scoring, outbound sequencing, and CRM enrichment built for mid-market revenue teams.
Lead scoringOutbound sequencingCRM enrichment - 05Analytics
Live numbers leaders open.
Live operational dashboards and automated briefings pulled directly from your systems.
Live dashboardsAutomated briefingsKPI tracking - 06Knowledge AI
Answers grounded in your SOPs.
Searchable SOPs and grounded answers from your company data, with access controls built in.
SOP searchGrounded answersAccess controls - 07Custom Build
Built when off-the-shelf falls short.
Bespoke models, fine-tuned pipelines, and integrations built for your exact stack and constraints.
Custom AI systemsSystem integrationsSOC 2-aligned practices - 08Advisory
A plan you can build from.
Rank opportunities, assess risk, and leave with a build-ready plan - not another slide deck.
Opportunity rankingRisk assessmentBuild-ready plans - 09
AI Customer Support
Mirlo Systems deploys AI customer support that handles tier-1 queries, routes complex cases, and captures leads — without breaking your support stack.
Scoped architecture and success metricsProduction implementation with evaluation gatesHandover, monitoring, and runbooks - 10
AI Reporting & Analytics
Mirlo Systems delivers AI-powered reporting that pulls live operational data into dashboards and briefings decision-makers actually use.
Scoped architecture and success metricsProduction implementation with evaluation gatesHandover, monitoring, and runbooks - 11
AI Sales & Marketing
Mirlo Systems builds AI sales and marketing automation — outbound sequencing, lead scoring, and CRM enrichment for mid-market revenue teams.
Scoped architecture and success metricsProduction implementation with evaluation gatesHandover, monitoring, and runbooks - 12
Internal Knowledge AI
Mirlo Systems builds internal knowledge AI — searchable playbooks, SOPs, and answers grounded in your company data with access controls.
Scoped architecture and success metricsProduction implementation with evaluation gatesHandover, monitoring, and runbooks
Why Act Now
Build your AIadvantage now
Operators who embed production AI into their stack today widen their competitive gap every quarter.
- Integration Risk75%of AI pilots never reach production
Capability isn't the problem
Most AI tools work fine in a controlled test. They fail once they meet your actual edge cases, legacy software, and daily operational load.
- Market Velocity3xfaster operational throughput for early adopters
Compounding operational gap
Competitors who integrate AI into core workflows today aren't just saving hours - they build a compounding cost and speed advantage every quarter.
- Zero Disruption100%focus on existing stack integration
The blocker is execution, not tech
You don't need another AI model. You need disciplined integration that hooks into your CRM, telephony, and databases without breaking operations.
The blocker isn’t technology - it’s knowing where to start without disrupting daily operations.
Find your starting point
Wherever you are with AI, we meet you there
Select your current stage of AI adoption to see how Mirlo Systems helps you move forward with clarity and measurable ROI.
- Stage 01
"We haven't started with AI yet"
Not sure where AI actually fits in your operation. We run a focused audit, show you exactly where it pays off, and build a prioritized roadmap - before you spend on anything.
AI Strategy & AdvisoryAuditRoadmap - Stage 02
"We tried AI and it didn't stick"
A chatbot or off-the-shelf tool didn't hold up in real operations. We rebuild it properly - integrated with your actual systems and tested against real workload, not a controlled test.
Custom AI DevelopmentIntegrationRebuild - Stage 03
"AI is working, we want more of it"
One system is proving out. Now scale it - more coverage, more automation, better reporting - without breaking what's already working.
Workflow AutomationAI Reporting & AnalyticsScale
Industry Common Questions
Common Questions
Mirlo Systems focuses on mid-market operators — large enough for complex ops, small enough to move quickly on production AI.
- What size company does Mirlo Systems work with?
- Mirlo Systems focuses on mid-market operators — large enough for complex ops, small enough to move quickly on production AI.