Workflow automation.
Marketing operations,
on autopilot.
N8N-led automation built so it stays built. Lead routing in under three seconds. Multi-source reporting dashboards that render themselves every Monday morning. Content pipelines that take a brief from Notion to a published post on five channels with one approval click. Self-hosted, vendor-neutral, with explicit error handling and a maintenance plan that survives API drift. From £1,500 per workflow.
Five categories
cover most engagements.
Most automation work falls into one of five buckets. Each has a different ROI shape, a different risk profile, and a different hand-off requirement. We start every engagement by figuring out which category your problem actually sits in, because misdiagnosis is the leading cause of automation projects that ship and get abandoned.
Lead routing
The pattern: a lead arrives via a form, an inbound email, an inbound call, or an event registration. We capture, enrich (Clearbit, Apollo, or a custom data source), score against your ICP rules, route to the right salesperson by territory or specialism, and notify in real time. The lift is typically 20 to 40% in lead-to-meeting conversion because high-fit leads stop waiting in a queue, and the team stops manually triaging hundreds of low-fit form submissions a month.
Multi-source reporting
The pattern: data lives in eight different SaaS tools and the weekly report involves an analyst opening every dashboard, copying numbers, and building a deck or spreadsheet. We pull the data via APIs into a single warehouse or directly into a dashboard tool (we usually pick Looker Studio for clients already in Google Workspace, Metabase for clients who want SQL freedom), schedule the render, and email the PDF or share the live link every Monday morning. The analyst now spends ten minutes QAing instead of three days assembling.
Content pipelines
The pattern: a brief gets written in Notion or Airtable, an approver signs off, the content gets published to a CMS (WordPress, Webflow, a headless build), and cross-posted to LinkedIn, X, sometimes Instagram and a newsletter. We automate the entire flow from approval to publish with retry logic on every cross-post (the platform APIs fail more than you think) and a single source-of-truth status that tells the team where every piece is in the queue.
Monitoring
The pattern: the things you want to know about (downtime, ranking drops, competitor changes, brand mentions, review velocity) need to surface fast. We build alert pipelines that watch your priority signals, dedupe noise, and push only material changes to a Slack or email channel. The discipline is mostly in the dedupe layer — most monitoring builds fail because the alert volume becomes wallpaper inside two weeks.
Data sync
The pattern: a customer record exists in your CRM, your billing tool, and your support tool. They drift out of sync because a salesperson updated one and not the others. We build a bidirectional sync (or one-directional with a clear source of truth) that keeps the records consistent, with conflict-resolution rules for the inevitable edge cases. This work is unglamorous and almost infinitely valuable, because it is the foundation that lets every other automation actually trust the data it reads.
We build with N8N by default,
and three other tools by exception.
N8N is our default platform for new builds. It is open-source, self-hostable on a £20/month VPS, supports custom JavaScript and Python nodes for logic that goes beyond drag-and-drop, has webhook receivers and senders, runs workflow JSON files you can version-control, and (most importantly) does not charge per task, which is the variable cost that makes Zapier and Make.com untenable at volume.
We build with Make.com when a client already has substantial workflows there and migration cost exceeds the benefit, or when the client's team is not technical enough to maintain self-hosted infrastructure. Make is excellent for teams that prioritise non-technical maintainability over cost efficiency.
We build with Zapier only when an integration we need is uniquely supported there and not on N8N or Make. That happens roughly once a year. When it does, we build the Zapier component as small as possible and orchestrate the rest in N8N to limit the per-task billing exposure.
We build directly with code (Node.js, Python) when the workflow is high-volume, latency-sensitive, or involves logic too complex for any visual tool. A custom Node.js function on a serverless platform (Vercel, Cloudflare Workers, AWS Lambda) costs less and runs faster than the same logic in a workflow tool, and we go that route when the maintenance cost is justified.
The honest list of
things to leave alone.
Automation projects that fail almost always fail at scoping. Three categories of work we deliberately decline:
- Anything requiring nuanced judgment. Sales-call note-taking fails on accents and overlapping speakers. Cold-outreach personalisation that passes for AI-written today fails for human-written tomorrow. Brand-voice copywriting at scale produces output that is detectable and burns sender reputation. We do not build these.
- Anything behind a brittle API. Some SaaS platforms publish APIs that change without warning, rate-limit aggressively, or charge per-call rates that make automated use commercially absurd. We catalogue the worst offenders and refuse to build production workflows on them, because the maintenance cost exceeds the value.
- Anything where automation is more expensive than the manual process.If a process takes someone two hours a month, the automation cost should not exceed three years of that effort. We do an honest ROI calculation on every proposed workflow before quoting, and decline the work if the numbers do not add up.
The discipline of saying no to bad automation work is the difference between a six-month engagement that delivers compounding value and a £15,000 invoice attached to four scripts gathering dust on a server.
Project pricing,
scope-bounded, transparent.
Workflow automation is project-priced because the scope and duration are bounded by the integration count and logic complexity. Indicative pricing:
- Lead-routing pipeline (3 integrations, basic enrichment, scoring, notification): £1,500–£3,000.
- Multi-source reporting dashboard (8 data sources, scheduled PDF, live Looker/Metabase view): £2,500–£5,000.
- Content publishing pipeline (brief-to-publish with approval and 3 cross-post channels): £3,000–£6,000.
- Monitoring + alerting build (uptime, rank, brand mentions, dedupe layer): £1,500–£3,500.
- Data sync build (bidirectional, 2-3 systems, conflict resolution): £2,500–£5,000.
- Custom builds: scope-quoted, typically £4,000–£12,000.
Most clients also retain us at £450–£950/month for ongoing maintenance — covering API deprecations, schema drift, auth refresh, error handling improvements, and small enhancements. This is the line item that turns a workflow with a twelve-month half-life into one that runs reliably for years.
Self-hosting on a VPS adds £15–£40/month in infrastructure cost. Cloud-hosted N8N runs around £20/month for typical small-team usage. We size and recommend hosting on the kick-off call.
What is workflow automation and what does it actually do for a business?
Workflow automation is the set of processes that move data, trigger actions, and orchestrate tools without a human pressing buttons. The practical version: a lead arrives in HubSpot, gets enriched with Clearbit company data, scored against your ICP rules, routed to the right salesperson by territory, and a Slack ping fires with the full context — all in under three seconds, with no one touching a keyboard. We build those pipelines on N8N (open-source, self-hostable, vendor-neutral) and integrate them with whatever stack you already run.
Why N8N rather than Zapier or Make.com?
Three reasons. One: cost — Zapier and Make charge per task, which becomes painful at volume; N8N self-hosted has zero per-task cost. Two: vendor lock-in — Zapier owns your workflows; with N8N you own the JSON workflow files and can move them in an hour. Three: capability — N8N supports custom JavaScript/Python nodes, SQL queries, webhook receivers and senders, and complex branching logic that Zapier simplifies away. We also build with Make.com and Zapier when a client already runs them and the simpler tool is the right call. We are not religious about the platform; we are religious about the pipeline working in eighteen months without three people maintaining it.
What kinds of automation do you actually build?
Five categories cover ~90% of engagements. Lead routing — capture, enrichment, scoring, assignment, notification. Reporting — multi-channel data pulls (GA4, Search Console, Meta Ads, Google Ads, HubSpot) into a unified weekly dashboard or PDF. Content pipelines — brief-to-publish workflows with approval steps, scheduled distribution, social cross-posting. Monitoring — uptime, rank tracking, brand-mention alerts, competitor change detection. Data sync — keeping a CRM, an analytics tool and a finance tool consistent without manual exports. Outside of those, custom builds for specific operational pain.
What is NOT worth automating?
Anything that requires nuanced judgment, anything customer-facing where the brand voice matters, and anything that sits behind a brittle API that will break with no notice. We turn down automation work for sales-call note-taking (fails on accents and overlapping speakers), for cold-outreach personalisation (the AI-written variant is detectable and burns sender reputation), and for any process where the automation cost would exceed three years of someone doing the work manually for two hours a month. Honest scoping saves both of us.
How long does a typical build take?
Lead-routing pipeline with three integrations and basic enrichment: 5 to 10 working days. Multi-source reporting dashboard with eight data sources and a weekly PDF render: 10 to 15 working days. Content publishing pipeline with approval flow and social cross-posting: 8 to 12 working days. Custom builds with bespoke logic: scope-dependent, typically 15 to 30 working days. We deliver in iterations — version one in week two, refinements in weeks three and four, sign-off in week four or five.
What does it cost?
Project pricing per workflow. Lead routing builds £1,500–£3,000. Reporting dashboards £2,500–£5,000 depending on data-source count. Content pipelines £3,000–£6,000. Custom builds quoted on scope. Most clients also retain us for monitoring and updates at £450–£950/month, which covers API changes, error handling, and small enhancements. Self-hosting on a VPS adds £15–£40/month in hosting cost; cloud-hosted N8N runs £20/month for typical usage.
Will it still work in two years when the tools change their APIs?
API changes are the leading cause of automation rot, and the way to survive them is twofold. First, build with explicit error handling — every step logs success or failure to a monitoring channel, so a broken Meta Ads API call surfaces in a Slack alert within an hour rather than going silent for three weeks. Second, the monitoring retainer (£450–£950/month) covers the ongoing maintenance: API deprecations, schema changes, auth token refreshes. Without a maintenance plan, any automation has roughly a twelve-month half-life. With one, two-year-old workflows still run.
Can you work with our existing stack or do we need to migrate?
Existing stack, almost always. We build on top of HubSpot, Salesforce, Pipedrive, Airtable, Notion, Google Workspace, Microsoft 365, Slack, Discord, Stripe, QuickBooks, and most of the standard SaaS catalogue. The only time we suggest migration is when an existing tool is fundamentally incompatible with reliable automation — usually because it lacks a stable API, lacks webhooks, or charges per-API-call rates that make automated use commercially absurd. That happens in roughly one in ten engagements.
Verified clients, real workflows, measurable hours saved.
Lead-routing pipeline. Captured form submission, Clearbit enrichment, ICP scoring, territory assignment, Slack notification — all under three seconds. Replaced ~6 hours/week of manual triage. Paid for itself in eight weeks.
Reporting dashboard pulling from GA4, GSC, HubSpot, Meta Ads, LinkedIn Ads. Auto-generates a weekly PDF every Monday at 8am. Used to take our analyst three days a month. Now it takes ten minutes of QA.
Content pipeline build. Brief in Notion, approval flow, scheduled publish to WordPress and cross-post to LinkedIn and X. Cut publishing overhead from 90 minutes per piece to 15. Maintenance retainer keeps it running without surprises.
Recovery work — previous developer built workflows in Zapier, the bill ran £700/month at our task volume. Migration to self-hosted N8N took ten working days. Now £25/month, and we own the workflow JSON.
Got a manual process eating hours? Tell us what.
Send the rough shape — what triggers it, what tools it touches, how often it runs. One-day reply, written by Syed.
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