AI Development for MSPs
Custom software with Claude / GPT inside, shipped in 2-8 weeks. NDA-first.
Top Rated Plus Upwork · 100% JSS · 25% timeline guarantee · NDA before details
Wolrix has shipped an enterprise operations platform for an MSP-shaped client — ticketing, work orders, AI ticket intake (Claude classifies inbound and drafts dispatch SMS), Kanban dispatch board, 5 user roles, 1,000+ daily operations — in 6 weeks. Top Rated Plus on Upwork, 100% Job Success Score, 42 projects, $200K+ earned, 5 production platforms shipped, 4 industries with shipped proofs. We work in MSP / IT services on the same model: one technical lead, fixed price, 2-8 weeks, NDA before any details. Our posture on AI in MSPs is concrete — Claude handles 60-80% of tier-1 triage, dispatchers approve edge cases and get redirected to higher-leverage work. PSA / RMM integration (ConnectWise, Datto, NinjaOne) on request. Application-layer SLA Vercel-grade; the NOC stays where it belongs.
What we've shipped in MSP / IT
Real platform, anonymized. References on call after NDA.
Enterprise operations platform
Ticketing, work orders, AI ticket intake, Kanban dispatch, 5 user roles, 1,000+ daily operations. Claude classifies inbound and drafts the dispatch SMS; humans approve.
- AI ticket intake: Claude classifies inbound, drafts dispatch SMS
- Kanban dispatch board with drag-to-tech routing
- 5 user roles with distinct permission scopes
- 1,000+ daily operations across ticketing + work orders
- Sentry alerts on every error, daily logs to operator inbox
What we'd build in MSP / IT
Concrete patterns named with stack components.
AI ticket triage
Claude reads inbound email / form / SMS, classifies severity and skill match, drafts the response or dispatch message. Tier-1 dispatcher approves before send.
Kanban dispatch board
Drag-to-tech assignment, SLA timers per ticket, route optimization for field MSPs, mobile-friendly tech view. Real-time via Postgres + websockets.
PSA / RMM integration
ConnectWise, Datto, NinjaOne via API. Two-way sync on tickets / clients / assets. Custom integration for whatever you actually run.
Operations dashboard
Tech utilization, ticket aging, SLA breach risk, MRR per client, churn flags. SQL-backed, owner-readable, exportable to CSV for the QBR deck.
How we handle MSP-specific concerns
Vercel-grade uptime on the application layer — 99.99% historical across our shipped platforms. Sentry alerts on every error. Daily logs to the operator inbox. Incident response on the application during an active engagement; transition runbook handed over at sign-off.
We don't run a 24/7 NOC for clients — that's the MSP's own job and nobody's served by us pretending otherwise. We give you the dashboards, the alerting, and the docs so your tier-1 catches issues before customers do.
Boring tools, sharp choices.
Same stack across every engagement. Plus your PSA / RMM via API.
Three tiers. Fixed price.
Quote in 48 hours after the spec call.
One slice — AI ticket triage, dispatch board, or a focused PSA integration. Auth + Postgres + Stripe-if-needed. Right for an MSP testing the model.
Start a Build engagementFull operations platform: ticketing, work orders, AI intake, Kanban dispatch, 5 user roles. The 6-week reference build, productized.
Start a Scale engagementArchitecture review, PSA migration planning, AI rollout strategy, on-call advisory for an existing MSP codebase or vendor decision.
Start a Consult engagementMSP buyer questions
Asked on every intro call. Answered up front so you can decide before booking.
What MSP work have you shipped?
An enterprise operations platform — ticketing, work orders, AI ticket intake (Claude classifies, drafts dispatch SMS), Kanban dispatch, 5 user roles, 1,000+ daily operations, 6 weeks. Anonymized, references on call.
Can AI replace my dispatchers?
No. AI handles 60-80% of tier-1 triage — classification, drafting, routing. Human approves edge cases. Dispatchers redirected to higher-leverage work, not eliminated. Human-in-loop on any irreversible action.
Will it integrate with my PSA / RMM?
Yes for the major ones (ConnectWise, Datto, NinjaOne) via API. Custom integration adds 1-2 weeks to the timeline. Tell us your stack on the intro call and we'll quote the integration scope.
What's the SLA for MSP builds?
Vercel-grade uptime on the application layer (99.99% historical). Sentry alerts on every error. Daily logs to your inbox. We don't run a 24/7 NOC for clients — that's their MSP's job.
Send the spec. Get the quote.
Fixed quote in 48h. Or book a 30-minute intro and walk through the work in real time.
Top Rated Plus Upwork · 100% JSS · 42 projects · $200K+ earned · 25% timeline guarantee