Industries
We work with domain knowledge
We work across eighteen sectors. Each has its own constraints, its own regulation and its own hard part. Below we say plainly what we find difficult in each one, and what we can build there.
- 01
Banking
A fast-moving layer around a core banking system.
- Real-time fraud and transaction risk scoring
- Explainable credit scoring on alternative data
- Document understanding: identity, income and contract extraction
- 02
Insurance
Claims is the hardest trade-off between speed and accuracy.
- Automated claim triage and pre-approval
- Damage assessment and cost estimation from photos
- Organised fraud detection with graph analysis
- 03
Payments & Fintech
Where money moves, the margin for error is zero.
- Card acquiring, tokenisation and recurring billing infrastructure
- Multi-currency wallets on a double-entry ledger
- Real-time risk scoring with a rule studio
- 04
Retail & E-commerce
Campaign week is the real test of every system.
- An omnichannel AI assistant across WhatsApp, web and email
- Demand forecasting and automated replenishment
- Dynamic pricing and campaign optimisation
- 05
Healthcare
Anything entering a clinical workflow has to be safe first.
- A patient app: booking, results, prescriptions and payment
- Scheduling and contact-centre automation
- Clinical note summarisation and medical coding support
- 06
Pharma & Life Sciences
Traceability is worth more than speed.
- Scientific literature screening with grounded summarisation
- Pharmacovigilance: classification of adverse event reports
- Regulatory dossier preparation and consistency checking
- 07
Logistics & Supply Chain
An optimisation problem that has to be re-solved every morning.
- Route optimisation with dynamic replanning
- ETA prediction and proactive customer notification
- In-warehouse task optimisation and slotting
- 08
Manufacturing & Industry
Systems that run without stopping the line.
- Visual quality control with on-edge inference
- Predictive maintenance and pre-failure alerting
- Production planning and line-balancing optimisation
- 09
Automotive
Traceability at every link of the supply chain.
- End-to-end traceability by part and batch
- Incoming quality control and supplier scoring
- Automated end-of-line visual inspection
- 10
Energy & Utilities
The cost of an outage dictates the architecture.
- Load and generation forecasting
- Loss and theft detection with field-crew dispatch
- Predictive maintenance for grid assets
- 11
Telecommunications
Margin per subscriber is set by how much you automate.
- An omnichannel assistant with automated billing enquiries
- Churn prediction and retention campaign triggers
- Network alarm correlation and incident prioritisation
- 12
Public Sector & Local Government
In citizen services, accessibility is not negotiable.
- A citizen application portal and mobile app
- A multilingual, accessible information assistant
- Automated application triage and document verification
- 13
Education & EdTech
Systems that give teachers their time back.
- Automated marking with generated feedback
- Level-adapted content and question generation
- Student progress analytics and early warning
- 14
Travel & Hospitality
Service that works in the guest's language and time zone.
- A multilingual booking and guest assistant
- Dynamic pricing and occupancy forecasting
- Automated theme and complaint analysis from guest reviews
- 15
Real Estate & Construction
Making the decision visible inside a pile of documents.
- Contract analysis and risk-clause extraction
- Data-driven valuation and price prediction
- Site progress tracking with photo-based verification
- 16
Media & Publishing
With the right tooling, the archive is the most valuable asset.
- Transcription and semantic search across video and audio archives
- Automated tagging, summarisation and content enrichment
- A personalised content feed and subscription recommendations
- 17
Technology & SaaS
Engineering capacity that unblocks the roadmap.
- Adding an AI feature to your product, end to end
- Platform scaling and cost optimisation
- Multi-tenant architecture design
- 18
Agriculture & Food
A traceable chain from field to shelf.
- Visual quality grading and sizing
- Harvest and yield forecasting
- Batch-level traceability and recall readiness
Let's assess your sector specifically
This page is the general frame. Let's find the actual bottleneck in your operation together, in a 30-minute call.