IT Services / MSP

Managed service provider serving 20-200 SMB or mid-market clients. Ticket volume + remote management + recurring revenue + technical project work.

Saves ~1,000-1,500 AM hours/year at a 25-employee MSP + improves QBR consistency = $250-500k/yr in capacity + measurable client retention impact.

A day in the life

What the next Tuesday looks like

A 25-employee MSP serves 80 client companies. Ticket volume is 500-1000/week across L1 / L2 / L3 + project work. NOC monitoring fires alerts continuously. Quarterly Business Reviews (QBRs) require client-specific data assembly. Sales pipeline runs on referrals + cold outreach.

The AI Operating Layer compresses ticket triage + QBR prep + alert handling. Tickets are auto-classified and routed to the right tier; L1 tickets get auto-resolution attempts before tech engagement. NOC alerts are correlated to suppress noise + surface real incidents. QBR data is auto-assembled from PSA + RMM + security tools. Sales proposals are drafted from prior similar engagements.

The it services / msp playbook

The automations that matter most

Out of the full Software & Tech catalog, these are the ones a it services / msp should run first.

Ticket auto-triage + L1 resolution

MSP-specific ops

MSP: tickets auto-classified by tier + technology + urgency; L1 attempted auto-resolution before tech engagement.

NOC alert correlation

MSP-specific ops

MSP: monitors RMM/SIEM alerts continuously; correlates related alerts to suppress noise; surfaces real incidents with priority.

QBR auto-assembler

MSP-specific ops

MSP: 10-day pre-QBR cron pulls all client data and assembles QBR deck in MSP standard format; AM reviews and edits.

RMM script orchestrator

MSP-specific ops

MSP: common ticket types trigger pre-approved RMM scripts (clear cache, restart service, fix DNS) automatically with audit log.

Client onboarding workflow

MSP-specific ops

MSP: new client signed → structured onboarding (network discovery, RMM agent deploy, security baseline, documentation, kickoff meeting).

View the full Software & Tech catalog

In the wild

How this actually plays out

QBR auto-assembly is the workflow that makes quarterly client reviews actually consistent.

The AI workflow: 10 days before each client's QBR, the system pulls ticket volume + categorization + SLA performance + project status + RMM health metrics + security posture + asset inventory + recommendations from prior QBRs. Drafts the QBR deck in the MSP's standard format. Account manager reviews and edits in 30-45 minutes vs 4-6 hours of assembly.

A 25-employee MSP with 80 clients (each with quarterly QBRs = 320 QBRs/year) saves 1,000-1,500 hours/year of AM time.

Want to see this running in your firm?

We'll walk you through what week 1 looks like for a it services / msp, who needs to be in the room, and what the first measurable outcome should be.

Get my company's automation map

Tell us your stage, primary product type (B2B SaaS / dev tools / MSP / AI-native), and the workflow that costs you the most ops time. We'll come back with a written map of which 5-7 automations matter first and what the first 90 days would change.