AUTOPILOT ENGAGEDAI AUTOMATION · LDN
Ex-TwitterEx-JPMorgan10+ yrs engPPL / IR ✈

Put your businesson autopilot

I find the repetitive, manual, soul-crushing work in your business — and automate it with AI. You get your time back. Your team gets their sanity back.

Sorin Cioban — engineer, founder of Autopilot, licensed pilot
Sorin Cioban · PICVFR · DAY

Is this for you

Honest filter · saves us both time

✓ Good fit

  • UK-based SME, roughly 10–100 people
  • Team losing hours every week to the same manual work
  • Budget > £5k for a pilot automation
  • Open to shipping in weeks, iterating quickly

✗ Probably not

  • Enterprise procurement cycles (RFPs, 6-month vendor onboarding)
  • Air-gapped / fully offline-only environments
  • Looking for agency-scale output, not a consulting partnership
  • Want AI for the slide deck, not the workflow

§ 01 / SITUATION

You know AI can help.You just don't know where to start.

Most teams feel stuck between hype and chaos. You can see the potential, but finding the right workflow to automate without breaking operations is where momentum dies.

I turn that mess into a practical system: identify bottlenecks, prioritise high-ROI wins, and ship automations your team actually uses. No AI theatre. Just measurable time back in your week.

§ 02 / EXAMPLES

How it plays out

Three teardowns of the kind of workflow an audit usually surfaces. The shape tends to be similar across industries.

REC

Recruitment

Recruiter at an SME agency

Before

~6 hrs / week

  • Manual CV screening — 50 CVs/week at ~10 min each
  • Writing outreach emails by hand, one at a time
  • Back-and-forth scheduling with shortlisted candidates

After

~40 min / week

  • AI screens CVs against role criteria, surfaces top 5
  • Personalised outreach drafts generated from CV + JD
  • Calendar links auto-sent; candidate picks their slot

Result

~15–20 hours saved per recruiter per week

PRP

Property

Estate agent, residential sales

Before

~90 min per listing

  • Drafting listing copy from viewing notes
  • Chasing photographer scheduling and floor-plan uploads
  • Sending the same 'new listing' email to the hot list

After

~15 min per listing

  • Listing copy auto-drafted from photos + floor plan
  • Photographer briefs and uploads routed via workflow
  • Segmented 'new listing' emails sent to matched buyers

Result

Listing time down ~80%, more homes on market faster

ACC

Accountancy

Small-practice accountant (10–25 clients)

Before

~30 hrs / month

  • Manually entering receipts into the bookkeeping tool
  • Chasing clients for missing paperwork each month-end
  • Re-categorising transactions the import gets wrong

After

~6 hrs / month

  • Receipts processed, extracted, and categorised by AI
  • Self-service intake form pings clients automatically
  • Edge cases flagged for review, not every transaction

Result

~24 hours of month-end admin reclaimed

Also works well for

Same audit, different industry

LGL

Legal

AI-assisted contract analysis, automated case summaries, real-time compliance alerts

Review contracts 10x faster

ECM

E-commerce

Generated product copy, AI-first customer support, demand prediction models

Scale without scaling headcount

OPS

Operations

Automated reporting dashboards, intelligent scheduling, workflow orchestration

Reclaim 2 full days per week

…or any industry with repetitive manual work. If it's a process, it can probably be automated.

§ 03 / FLIGHT PLAN

Departure to clear sky

Simple, fast, no-nonsense. Results in weeks, not quarters.

  1. LDN
    STEP 01

    Discovery Call

    Free · 30 min

    30-minute conversation to understand your business, bottlenecks, and goals. No jargon, no upselling.

  2. ALPHA
    STEP 02

    AI Audit

    £1,500 · 1 week

    I map your workflows end-to-end, identify every automation opportunity, and deliver a concrete plan with estimated ROI.

  3. BRAVO
    STEP 03

    Build & Ship

    Project-based pricing

    I implement the highest-impact automations first. You see results within days, not months.

  4. CLEAR
    STEP 04

    Optimise & Scale

    Optional retainer

    Ongoing support to refine, expand, and ensure your automations keep delivering as your business grows.

§ 04 / PRE-FLIGHT & CLEARANCE

Three legs, filed in advance

Three clear stages. No hidden fees, no lock-in, no surprise invoices.

Leg 01

Discovery Call

Free

30 minutes

A conversation about your business. I'll tell you honestly whether AI can help — and if it can't, I'll tell you that too.

Book a call
Leg 02Most common

AI Audit

£1,500

One week

I map your workflows end-to-end, identify every automation opportunity, and deliver a concrete plan with estimated ROI.

Discuss an audit
Leg 03

Build & Ship

Project-based

Quoted after audit

Implementation of the highest-impact automations first. Results in weeks, not quarters. Optional retainer for ongoing refinement.

See scope

No AI theatre

Nothing ships unless it measurably saves time or money.

Weeks, not quarters

First automation lands in 2–4 weeks. Real savings in the first month.

You pay for what works

If the audit says AI can't help, the build phase doesn't happen.

§ 05 / PRE-FLIGHT QUESTIONS

ATC chatter

The questions founders ask me every week.

What kinds of businesses do you work with?

Mostly UK SMEs in recruitment, property, accountancy, legal, e-commerce, and operations-heavy businesses. If your team is doing the same work by hand over and over, AI can almost certainly help.

How much does AI automation cost?

A free 30-minute discovery call, then a £1,500 one-week AI audit that maps workflows and identifies the highest-ROI automations. Build phase is project-based and quoted after the audit.

How long does implementation take?

Most first automations ship within 2-4 weeks of the audit. I prioritise the highest-impact workflow first so you see measurable time savings quickly — not quarterly business reviews.

Do you replace jobs?

No. I automate the repetitive, manual parts of existing jobs so your team can focus on judgment, strategy, and work that actually needs a human. Real autopilot doesn't replace the pilot.

What AI models do you use?

Whatever fits the problem — GPT, Claude, open-source models. I pick based on reliability, cost, and data-handling constraints, not brand preference.

Will my data be safe?

Yes. I build on infrastructure you control (your cloud, your keys), avoid sending confidential data to third parties where possible, and document every data flow before anything ships.

Do you offer ongoing support?

Yes — an optional retainer after the initial build to refine, expand, and maintain automations as your business grows.

Where are you based?

London, UK. I work remotely with clients across the UK and occasionally in-person in London.

§ 06 / ABOUT

Engineer. Pilot. Problem solver.

Real autopilot doesn't replace the pilot — it handles the repetitive work so they can focus on what matters. Same principle. Different altitude.

I spent over a decade building products at companies like Twitter and JPMorgan, leading teams of 70+ engineers and shipping systems used by millions.

I'm also a licensed pilot (PPL with instrument training), where discipline, checklists, and calm execution under pressure are non-negotiable.

That's exactly how I approach automation: build reliable systems that handle repetitive workload in the background, so humans can focus on judgment, strategy, and the work that actually matters. More on sorincioban.com.

§ 07 / CONTACT

Let's talk

Drop your email. I'll reply within 24 hours with a few suggested times. No prep, no pitch deck, no hard sell.

  1. 1Send your email. I reply within 24 hours with times that work for you.
  2. 230-minute call. We talk about your business. I ask questions, you answer what you can.
  3. 3Honest answer. Whether AI can help, where to start, and what it would cost. Or a clean “no” and why.