Reference builds · 12 systems

What an AI system looks like in your vertical.

Systems shipped or scoped across legal, healthcare, ecom, crypto, accountancy, property, hospitality, logistics, and recruitment. The stack, the workflow, and the outcomes — in plain English.

Featured · Content pipeline

143 indexed pages from a single engineer

Keyword research and publishing pipeline for an in-house SEO stack. Indexed pages generated, linked, and maintained without a writer on payroll.

Publishing without an in-house writer

SEOContent opsInternal tool

More builds

Across every vertical we build for.

Market intelligence

Nightly BD briefing for the morning meeting

Monitors Companies House, LinkedIn, trade press, and job boards nightly. Ranked signal brief lands at 7am for the BD team, replaces hours of daily analyst research.

Briefing without an analyst

UK professional services firm

Prospect research

Overnight outbound pipeline, ready by 7am

Sourced, enriched, SMTP-verified, and cross-referenced against the existing client list. Openers pulled from recent posts and company news, not templated.

Pipeline without an SDR team

UK B2B marketing agency

Paid media ops

Google Ads optimised every night

Search-term review, negative additions, bid tuning, creative rotation. Weekly plain-English report that ties ad spend to patient bookings, not clicks.

PPC ops without a media manager

UK private clinic group

Document automation

Contract first-pass and inbox triage

Inbound email classified by matter, urgency, and type. Contracts get a structured first-pass: parties, dates, liability caps, and deviations scored red / amber / green.

First-pass without a junior

UK mid-market law firm

Ecommerce ops

Returns + customer service running with one human reviewer

Inbound support tickets auto-drafted with order context. Returns decisioned against a configurable policy. Refund, replace, or escalate, human just clicks approve.

Support ops without a tier-1 team

UK DTC skincare brand

Fintech / crypto

Transaction monitoring + compliance reporting on a continuous clock

Real-time screening against sanctions lists, PEP databases, and on-chain risk signals. SAR-ready summaries auto-drafted for the compliance officer to review.

Compliance monitoring without a night shift

UK-registered crypto exchange

Professional services

Client query triage and partner-ready drafts

Inbound client email auto-classified, bookkeeping queries resolved against Xero/QuickBooks data, management accounts drafts generated from trial balance.

Client queries handled without a partner

UK 30-partner accountancy practice

Property / lettings

Lettings enquiries qualified, booked, and feedback captured automatically

Rightmove / Zoopla / portal enquiries auto-qualified against budget, affordability, and timeline. Viewings booked into negotiator calendars. Feedback chased after viewings.

Enquiry triage without a negotiator

UK regional lettings agency

Hospitality

Review monitoring, response drafting, and weekly ops digest

Reviews pulled from Google, Booking, Tripadvisor, Expedia. Sentiment + theme tagged, response drafted in brand voice, recurring ops issues escalated to the GM weekly.

Review ops without a community manager

UK boutique hotel group

Logistics / 3PL

Proof of delivery and proactive delay alerting

POD documents captured, OCR'd, validated, and posted back to customers. Delay risk scored in-transit, customers warned before they chase.

POD ops without a back-office team

UK third-party logistics operator

Recruitment

Overnight candidate sourcing and screening

LinkedIn, GitHub, and niche directories scanned nightly per role. Candidates enriched, ranked by fit, and pre-screened via structured outreach. Consultants wake up to a ranked shortlist.

Sourcing without a research team

UK tech recruitment agency

Don't see your vertical? Good.

Most high-leverage builds are in industries no one's built for yet. Bring the process, I'll scope the system.

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