Calum O'GormanBook a diagnosis
AI workflow systems for businesses

Are you paying people to do machine work?

Repetitive marketing, sales, admin, and ops tasks can now run as AI workflows, with humans only where judgement matters.

Real inputs. Clear business rules. Quality gates. Clean handoffs into the tools your team already uses.

Tell me where it hurtsEmail me a paragraph
30+
AI tools built - 2+ yrs
18M+
Views - prior system
1,000+
Leads - prior system
Manual loop / live
v2.1run #1428
12htime saved£540money saved
inbox.csv
client_form
transcript.txt
AI workflowrunning
capture
check
rewrite
route
handoffchecked / ok
124tasks
Where AI fits

AI systems startwhere work repeats

The test is simple.

WORKFLOW.TEST.001
RECOGNITION CHECK
LIVE / OPS

If the task is repeated, rule-based, copied between tools, or checked the same way every time, it is probably workflow work.

Repeats.

Every Monday, someone rebuilds the same report — same four sources, same slide template. They've done it forty times.

Routes.

A lead fills out your form. The same details get typed into three more tools before anyone replies.

Reviews.

Every quote over a certain amount waits on a human read-through. The rules are written down. The reading still takes two days.

Verdict: any one of these is workflow work. Send me yours and I'll tell you what it's costing
Operator Workflow load: 3 of 3
Where the time goes

Which of these eats your week?

Ten things to automate, no idea which pays back

Stop guessing which automation will actually pay back.

Most businesses can name ten things they'd love to automate and have no clue which one is worth doing first — so nothing gets done, or the wrong thing gets built. The audit looks at your real work (the repeats, the routes, the reviews) and tells you which one to fix, with a costed plan, not a sales pitch.

Best fit

Multiple candidate workflows. No clear answer on which to fix first. Willing to scope properly before building.

Not a fit

Already know exactly what you want built. Looking for free advice. Want a generic 'AI readiness' assessment.

Send 5 mins of where the time goes
search result console
best automation consultant for service business
AI search
01

Blog Automation for niche service teams

Answer-led page indexed for buyers already searching the problem.

Rankable
02

Search phrase cluster: enquiries, intake, follow-up

Topic coverage gives answer engines clearer context to cite.

Intent
03

Human reviewed post ready for publish

Automation handles the repeatable draft work; review keeps the service voice intact.

Ready

Writing content that never ranks

When buyers search, you show up.

Automated blog posts and service pages target the keywords your buyers actually search. Posts give Google and AI answer engines another page to rank. Service pages turn money keywords into form-fills.

Best fit

Clear niche. Real services. Buyers who Google before they enquire.

Not a fit

No overnight ranking promises, mass AI spam, or rushed content dumps.

Send your site and niche

Building prospect lists by hand

Find better-fit prospects before outreach starts.

The system builds prospect lists around your ideal customer and adds the signals you need to judge fit. You get cleaner prospects, clearer reasons, and less time wasted on companies that were never likely to buy.

Best fit

Clear offer. Clear buyer type. Outreach that needs better targeting than bought lists give you.

Not a fit

No spray-and-pray lists or scraped junk.

Send your ICP
Review queue · example output
Enrich → score → reason → review
CompanySignal foundScoreReason
VectorCraftSales ops
RevOps search volume
91
Concrete criteria
DockbridgeLogistics SaaS
Hiring SDR lead
86
Buyer type visible
HarborMindAgency group
Manual list building
82
Offer match
RowXchangeData marketplace
Weak ICP match
41
Hold from outreach
enquiry · auto-qualified
From: [email protected]Hi, could you help automate quote intake?
Emails, calls and spreadsheet notes keep getting missed.
We'd like to start within 4 weeks,
budget around $15–25k.
RouteDiscovery call · within 24h
Contact
Sarah Smith (Acme Logistics)
Need
Quote intake automation
Timeline
“Want to start within 4 weeks”
Budget signal
Mentioned $15–25k range
Fit score needs follow-up
87

Re-reading the inbox to figure out what matters

Route the right enquiries before they go cold.

Enquiries arrive as messy forms, emails, calls, and notes — and the priority ones get buried under the rest. The system turns every inbound into a clean record with the facts, the fit, the priority, and the next action already decided, so nothing fast slips while you sort through nothing urgent.

Best fit

Regular enquiries. Clear fit criteria. Leads that need fast, consistent follow-up.

Not a fit

Not for teams with no clear owner or follow-up process.

Send your enquiry flow
About Calum

The operator behind the workflows.

The Discovery Call

20 minutes of troubleshooting. Zero pitching.

We'll walk through your actual business processes and figure out what can be automated.

No slide decks, no polished briefs — bring your messiest spreadsheet and the broken parts of your day. The more chaotic, the better.

You'll leave with a clear yes/no and a rough blueprint. If I can't help, I'll point you to someone who can.

Calum O'Gorman
About me

I’m Calum O’Gorman, a UK-based AI workflow builder.

Over the last two years, I’ve built 30+ AI tools across content, lead research, enquiry qualification, language learning, sales training, quoting, and operations.

One previous AI-powered travel agency system automated social posting, lead capture, itinerary generation, and customer support. It grew to 40k+ social followers, 18M+ views, and 1,000+ leads.

Across those projects, the common thread has been turning messy repeat processes into systems that can be run, checked, improved, and trusted. The useful work is not just the AI output. It is the inputs, business rules, evidence, review points, edge cases, and handoff into the tools people already use.

My focus now is building practical AI workflow systems for businesses with real operational bottlenecks, especially where content, prospect research, enquiry qualification, follow-up, or internal admin is still being handled manually.

30+
AI tools shipped
40k+
Followers - prior
2 yrs
Building in AI
github.com/calumogormanlinkedin.com/in/calumogorman
Choose at least one workflow.
Tell me what's breaking.
Choose a timeline.