AI shaped to how your sector works

Every industry has its own data, regulations and customer expectations. We combine proven AI patterns with an understanding of your domain to deliver use cases that fit.

Use cases by sectorLive
Healthcare
Education
Banking
Retail
Manufacturing
Logistics
Real estate
HR
Legal
 
Sectors
9 industries
Approach
Proven patterns, adapted
Compliance
Sector rules respected
Start
One clear use case
Sectors we serve

Use cases by industry

Starting points we often recommend. Your first project should be the one with the clearest value and the data to support it.

Healthcare and therapy practices

Reduce admin load for clinicians and give patients faster answers, with privacy built in.

  • Appointment booking and reminder assistants
  • Clinical note and session summaries
  • Practice management with smart scheduling
  • Patient FAQ and intake chatbots

Related work: Therapz, practice management software for ABA therapy providers.

Education and EdTech

Support students, teachers and administrators with assistants that know your curriculum and processes.

  • Admission enquiry chatbots
  • Learning copilots and personalised practice
  • Grading and feedback assistance
  • School ERP insights and parent communication

Related work: Eduwis, school management ERP covering academics, communication, finance and HR.

Banking and financial services

Speed up onboarding, servicing and compliance while keeping a full audit trail.

  • KYC and onboarding document checks
  • Customer service assistants
  • Reconciliation and anomaly detection
  • Regulatory and policy search

Related work: LedgerLink, platform connecting regional banks to stablecoin payments and tokenised deposits.

Retail and e-commerce

Help shoppers find the right product and keep catalogues, orders and support running smoothly.

  • AI product search and recommendations
  • Catalogue descriptions at scale
  • Order tracking and returns assistants
  • Demand and inventory forecasting

Related work: Retail e-commerce platform, online store experience designed and built by iPixxel.

Manufacturing and IoT

Turn sensor data, manuals and quality records into faster decisions on the shop floor.

  • Predictive maintenance from IoT signals
  • SOP and maintenance manual assistants
  • Visual quality inspection
  • Production reporting automation

Logistics and supply chain

Automate paperwork and give teams early warning on delays and exceptions.

  • Shipping document extraction
  • Exception-handling agents
  • Route and demand insights
  • Customer delivery status bots

Real estate and property

Respond to every enquiry quickly and match buyers to the right listings.

  • Enquiry qualification on WhatsApp and web
  • Property matching and recommendations
  • Listing description generation
  • Site-visit scheduling assistants

HR and professional services

Give employees instant answers and remove manual steps from hiring and onboarding.

  • Policy and benefits assistants
  • Resume screening and shortlisting
  • Onboarding workflows across tools
  • Proposal and report drafting
Across every function

AI for the teams inside any business

Some use cases work in every sector. These are often the fastest wins.

  • Sales and marketing: lead qualification, proposal drafting, CRM insights
  • Customer support: assistants, ticket triage, knowledge search
  • Finance: invoice processing, reconciliation, report commentary
  • HR: policy assistants, screening, onboarding workflows
  • Operations: internal copilots, process automation, decision support
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Don't see your industry?

We adapt quickly to new domains. Tell us about your sector and the problem you want to solve.