Use case · IT Services & MSPs
You automate everyone else's operation. Yours is the exception.
Every MSP we talk to has the same joke about the cobbler's children. The PSA and the RMM both work, and the gap between them is where the margin leaks: tickets triaged by whoever looks first, onboarding runbooks living in someone's head, alerts nobody reads any more, and billable work that never makes it onto an invoice.
Tell-tale signs
The pattern is consistent once you pass about fifteen people.
Nothing here is a tooling problem. It's the seams between tools that were each bought to solve one thing:
Alert fatigue has quietly become alert blindness
The RMM fires hundreds of alerts a week and the team has learned which ones to ignore. That works until the one that mattered looks exactly like the ones that didn't.
Client onboarding depends on who does it
There's a runbook. It's a document, it's out of date, and the engineer who knows the real version is on the other job. Two clients onboarded a month apart get materially different setups.
Billable work escapes the invoice
An engineer solves something on a call and never opens a ticket. Contract-covered versus billable is decided by whoever writes the notes. Nobody knows how much walks out the door each month because measuring it is itself manual.
Renewals and license counts drift
Seat counts change through the year, contracts auto-renew at last year's numbers, and the true-up conversation happens once a year from a spreadsheet somebody rebuilds each time.
Highest-ROI automations
What we would build first for an MSP.
Ordered by how directly each one touches margin rather than by how interesting it is to build:
Ticket triage and routing
Classification that beats keyword rules once the category list grows past a handful, routing on client, contract tier, and skill, with SLA clocks that escalate before a breach rather than reporting one afterwards.
See related automationsAlert noise reduction
Deduplication, correlation, and suppression between the RMM and the PSA so a single underlying fault raises one actionable ticket instead of forty rows. The point is to make the remaining alerts worth reading.
See related automationsClient onboarding runbooks as workflows
The runbook stops being a document and becomes the thing that actually runs: tenant setup, security baseline, agent deployment, documentation stub, and the billing record, in a fixed order with a record of what was done.
See related automationsTime capture to invoice
Closing the gap between work done and work billed. Ticket time reconciled against contract coverage, exceptions surfaced weekly while people still remember, and the invoice built from the reconciled position rather than from notes.
See related automationsContract and license renewal intelligence
Seat counts and license positions pulled on a schedule and compared against what is contracted, with renewal windows and true-up gaps surfaced early enough to have the conversation on purpose.
See related automationsAccess reviews and audit evidence
The questionnaires your clients increasingly send you, answered from evidence collected on a schedule rather than from a scramble the week it arrives. Useful for your own posture and sellable as a service line.
See related automationsTypical stack
The tools we usually see in this industry.
We integrate around what you run today: no platform swaps required. Don't see your tool? Ask.
- ConnectWise
- Autotask
- HaloPSA
- Syncro
- NinjaOne
- Datto RMM
- IT Glue
- Hudu
- Microsoft 365
- Entra ID
- Pax8
- QuickBooks
- n8n
- Slack
Illustrative build
Where we would start with a twenty-person MSP.
The setup
This is a walk-through of the approach rather than a client story. The reason it starts with alerts is that alert volume is the thing making every other number untrustworthy: when the queue is full of noise, triage times, SLA figures, and engineer utilization all describe a process nobody is really following.
What we did
- 1Measure the alert-to-ticket ratio and find which monitors produce noise nobody acts on
- 2Build correlation and suppression so one fault raises one ticket, then re-measure
- 3Add classification and routing on top of a queue that is now worth routing
- 4Convert the onboarding runbook into an executed workflow with a record of each step
- 5Reconcile ticket time against contract coverage weekly and surface the exceptions
An illustrative sequence, not a delivered engagement. We have deep experience with the underlying patterns (alerting, provisioning, reconciliation, audit evidence) and would scope a real MSP build against your actual PSA and RMM data.
Outcome
- First target
- Alert-to-ticket ratio
- Second
- Runbook drift
- Third
- Unbilled billable time
- Platform
- Self-hosted n8n
Pricing snapshot
$2,400 – $30,000
Payback: Depends where the leak is
Alert correlation and ticket routing usually start around $2,400–$6,000 each. Onboarding runbooks and time-to-invoice reconciliation run higher because they touch the PSA, the RMM, and the accounting system together.
- Free 30-min scoping call
- Industry-specific scope
- Source code + workflows you own
- 30 days post-launch tuning
- Compliance-aware where relevant
Questions
Common questions for it services & msps.
- Have you worked with MSPs before?
- Not under a named MSP engagement, and we would rather say so than imply otherwise. What we do have is heavy experience with the underlying pieces: alerting and monitoring, provisioning and deprovisioning through identity platforms, reconciliation between operational systems and accounting, and audit evidence collection. Judge the fit on a call against your actual stack.
- We already automate things ourselves. What would you add?
- Usually two things. The first is the work you keep deferring because it is not on fire, which is where the margin actually sits. The second is durability: retries, alerting on silent failure, and a record of what ran. Plenty of MSP automation is a script on somebody's machine that stops working when they change roles.
- Would you be competing with us?
- No. We build ops automation and internal systems for firms that are not our clients' clients, and we do not sell managed IT, helpdesk, or infrastructure support. Several patterns on this page are also things you could deliver to your own clients, and we are happy to build them so your team can run them.
- Can this run on our own infrastructure?
- Yes, and for an MSP it usually should. n8n self-hosts inside your environment, so client data in those workflows never transits a third party, which is also the answer you want when a client asks you the same question about your suppliers.
Other industries we serve
Different industry? Same patterns.
Professional Services
ExploreSaaS & B2B Software
ExploreFinancial Services & FinTech
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ExploreMarketing & Creative Agencies
ExploreLegal Services & Law Firms
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ExploreGo deeper
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