Make.com, n8n, or Zapier — production-grade workflows with error routing, retry logic, and a human queue for failures. AI-aware, observable, and built to survive platform updates. No brittle selectors. No magic-string field mappings.
Most automations work — until they don't. Then nobody can tell.
Someone wired the pipeline a year ago. It runs. Except when it doesn't — and when it doesn't, work disappears silently. The Slack alert that was supposed to fire didn't. The handoff that was supposed to land didn't. The team finds out from a complaint two weeks later.
The original builder is gone. The credentials are about to rotate. Nobody knows which step is brittle until the platform updates and the whole thing breaks.
Production-grade automation is different work. Error branches that route failures to a human queue. Retry logic that knows the difference between recoverable and unrecoverable. Documentation a teammate can read at 2 AM.
That's what we build. Not "an automation" — an automation your team can trust without watching it.
Standard cycle is 7 days. Rush 72 hours. The slow part is testing against real data — and we don't skip it.
Map source systems, destinations, trigger conditions, and the failure cases you've already hit. We name the moving parts before we build them.
Make.com vs n8n vs Zapier recommendation if you're undecided. Diagram of triggers, branches, destinations, and error routes — agreed before wiring starts.
Workflow assembled in your account, credentials installed, error branches written, AI steps wired with prompt versioning and fallback handling.
Run against real inputs. Edge cases surfaced. Failure modes verified. The error runbook gets written from what actually happens, not what we guessed.
You watch it run. Sign off on edge cases. Take ownership. 30-day support covers credential rotation and platform-update fixups.
If a workflow depends on a CSS selector that changes monthly, or a Google Sheet column position, or a manually-edited field map — we redesign it before we ship it. The platform's structured triggers exist for a reason.
The other thing we don't build: automations without observability. Every shipped workflow logs successes and failures somewhere you can find them — at minimum, a Slack channel or email digest. Silent failure is the most expensive bug.
Pick by complexity. Single trigger and destination at Entry. Multi-trigger with branching at Standard. Multi-workflow architecture at Premium.
An agency owner manually reviewed 80+ job listings per day across three freelance platforms — Upwork, Indeed, and a niche aggregator — with no consistent scoring methodology. High-EV opportunities buried in low-relevance volume. Connect credits burning on low-probability bids.
The pipeline pulls listings on a schedule, normalizes them into a shared schema, and runs each through a bid-economics scoring model — expected contract value, win probability, platform fee, delivery capacity against current load.
Each morning: a ranked shortlist of 8–12 scored opportunities, with a draft proposal pre-loaded for each. Bid-to-close time: 45 min → 12 min. Win rate up while credit spend dropped 40%.
Submit the form. You'll get a scoping call link within 24 hours and a tier + platform recommendation before any payment is taken.