Built around real constraintsComplianceOperationsData flowsGrowth systems

Who we build for

Industries we serve.

The technology is the same across all of them. What changes is the constraint — a regulator, a delivery window, an academic year, a shift pattern. These are the sectors we have built for often enough to know where the work usually starts.

Modern hospital interior with clinical beds and medical equipment
Industry

Healthcare

By sector

Where the constraints differ

Every sector below has a version of the same problem — information that exists but cannot be reached at the moment someone needs it.

Healthcare

Clinics, diagnostic labs and hospital groups running on appointment books, patient records and referral chains.

Where it usually startsUsually a patient list that has outgrown its spreadsheet, or staff re-typing the same details into three systems that do not talk.

  • Patient CRM covering appointments, referrals and follow-up in one record
  • Assistants that answer from approved clinical policy and cite it, rather than from the open internet
  • Appointment reminders and confirmations on WhatsApp to cut no-shows

Education

Schools, colleges and universities managing admissions, cohorts and course delivery across an academic year.

Where it usually startsAdmissions enquiries arriving by phone, form and WhatsApp at once, with no single pipeline showing which ones went cold.

  • Admissions CRM tracking enquiry through application to enrolment
  • Learning platforms for course delivery, assessment and certification
  • Enquiry capture from every channel landing in one queue

Retail & E-Commerce

Storefronts, marketplaces and omnichannel brands selling across web, messaging and a physical counter.

Where it usually startsStock and order status disagreeing between the website, the point of sale and the warehouse.

  • Storefronts wired to payment, inventory and logistics providers
  • Order and delivery updates sent automatically instead of chased
  • Demand forecasting from your own sales history

Banking & Finance

Lenders, brokers, advisories and fintech teams working under audit, disclosure and retention obligations.

Where it usually startsA process that has to feel instant to the customer and be fully evidenced for the regulator — at the same time.

  • Document intelligence over statements and KYC packs, with a human approval step before anything commits
  • Policy assistants that answer with the controlling clause attached
  • Reporting that reconciles across systems instead of within one

Manufacturing

Plants and production units running lines, inventory and maintenance against a schedule.

Where it usually startsProduction data sitting in machines and spreadsheets, invisible until someone assembles it at month end.

  • Production and downtime dashboards fed from shop-floor data
  • Visual inspection models that flag defects on the line
  • ERP tying inventory, work orders and despatch together

Logistics

Freight, warehousing and distribution operators moving goods against a promised delivery window.

Where it usually startsExceptions found by phone call rather than by system — the shipment that slipped is known once the customer asks.

  • Consignment tracking that raises the exception before the customer does
  • Route, capacity and dwell-time reporting from operational data
  • Status updates pushed to customers automatically

Hospitality

Hotels, resorts and restaurant groups where the booking and the stay are the product.

Where it usually startsBookings arriving through agents, phone and walk-ins that never reconcile into one view of the guest.

  • Guest CRM consolidating every booking channel into one profile
  • Voice and messaging assistants handling reservations and requests
  • Review and feedback analysis that names the recurring complaint

Travel

Tour operators, agencies and transport providers assembling itineraries from many suppliers.

Where it usually startsQuotes built by hand, repeatedly, for trips that are nearly identical to last month’s.

  • Itinerary and quotation builders that reuse what was priced before
  • Supplier integrations pulling live inventory and pricing
  • Assistants answering fare, policy and documentation questions from approved sources

Professional Services

Consultancies, law and accounting firms whose deliverable is expertise, recorded as documents.

Where it usually startsKnowledge locked inside past engagements, findable only by asking whoever happened to write it.

  • Knowledge assistants answering from the firm’s own precedent, with citations
  • Engagement and matter tracking from pitch through delivery
  • Proposal and report drafting that starts from prior work rather than a blank page

Training Organisations

Corporate trainers, certification bodies and skill academies delivering cohorts and assessments.

Where it usually startsContent, cohorts, attendance and certificates each living in a different tool.

  • Learning platforms with cohort scheduling, assessment and certification
  • Learner communication that runs on its own schedule
  • Completion and outcome reporting per cohort and per client

By company stage

Sector is only half the question

The other half is where you are. A founding team and a listed enterprise can need the same system and almost nothing else in common about how it is built.

Startups

Founding teams that need something real in front of users before the next conversation with investors.

Where it usually startsA deadline, a short runway, and a scope that is larger than either.

  • Proof of concept or MVP scoped to weeks, not quarters
  • Architecture that survives the first real load instead of being rewritten
  • An honest read on what to cut to make the date

SMEs

Owner-run businesses replacing spreadsheets and manual follow-up with something that runs itself.

Where it usually startsA process that works only because one person remembers to do it every morning.

  • One system in place of the spreadsheet sprawl
  • Automation for the repetitive admin that eats the week
  • Support arrangements that do not assume an in-house IT team

Large Enterprises

Established organisations adding AI to an estate that already works and cannot be taken offline.

Where it usually startsIntegration, not invention — the constraint is everything that must keep running.

  • Integration into existing ERP and CRM without a rip-and-replace
  • Governance, access control and audit trails from the first release
  • Phased rollout with a measurable result at each stage
Not on this list?

The sectors above are where we have done the most work, not the limit of it. Tell us the problem and we will say honestly whether we are the right fit.