Make.com Automation, Built for Scenarios That Don't Break
The short version
Make.com is generous with what it lets you build and unforgiving about how you build it. Scenarios grow into sprawling canvases where one unmapped field or one unhandled empty array quietly corrupts a week of data. We build Make scenarios that stay legible — structured routing, proper aggregation, explicit error handling — and that keep working when the input isn't what the happy path expected.
What we build
What we build with Make.com Automation
Multi-branch scenarios
Routers with genuinely exclusive filters and fallback routes, so a record that matches nothing is caught rather than silently dropped.
Iterators and aggregators done right
Bundle handling that survives empty arrays, partial batches and nested collections — the single most common source of scenarios that work in testing and fail in production.
Data transformation
Mapping between systems whose data models don't agree, including date, currency and encoding normalisation that causes silent mismatches later.
Error handling and recovery
Break, resume, rollback and commit directives applied deliberately, plus incomplete-execution handling so a failed run can be replayed instead of lost.
Operations-efficient design
Restructuring scenarios that burn operations unnecessarily — the usual culprits are polling where a webhook would do, and per-record calls that could be batched.
Integromat-era cleanup
Modernising scenarios carried over from Integromat, which often rely on behaviour that has since changed.
How we work
How a build actually runs
- 01Audit the existing scenarios, or map the process if there aren't any yet
- 02Identify where bundles, empty states and partial failures are handled by luck rather than design
- 03Restructure into readable routes with explicit filters and fallbacks
- 04Add error handlers and incomplete-execution recovery
- 05Test against awkward real data, not just a clean sample
- 06Document what each route does, so the next person can change it safely
Common use cases
What teams ask us for
E-commerce order flows
Orders into fulfilment, inventory and accounting, with partial shipments and refunds handled as real cases rather than exceptions.
CRM and marketing sync
Two-way contact sync with deduplication and conflict rules, so neither system silently overwrites the other.
Document generation
Quotes, invoices and contracts generated from records, filed to storage and sent for signature.
Scheduled reconciliation
Nightly comparisons between systems that should agree, with a report of the rows that don't.
FAQ
Questions we get asked
Usually, and the cause is usually the same: an iterator or aggregator that behaves differently when a bundle is empty or partial. We reproduce the failure with real data first, because fixing a scenario you can't reliably break just moves the problem.
Make is strong when you want a visual canvas, a large library of ready connectors and no infrastructure to run. n8n wins when you need self-hosting, want to avoid per-operation pricing at volume, or need real code in the middle of a workflow. We build both and have no incentive to push either.
Often significantly. The usual wins are replacing polling triggers with webhooks, batching per-record calls, and filtering earlier in the scenario so you're not paying to process records you discard three modules later.
Make handles a lot more than people expect, and the honest answer depends on where the complexity sits. Branching and transformation are fine. If you need long-running state, heavy computation or logic that's genuinely easier to express in code, a hybrid — Make orchestrating, a small service doing the hard part — usually beats forcing everything onto the canvas.
We start by working with what you have, because a rebuild throws away the business rules encoded in it, and those are rarely written down anywhere else. We rebuild only where the existing structure makes safe change impossible, and we say so before starting.
Related
Related services and sectors
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