Domains we know our way around.
Different sectors share the same underlying problems — disconnected systems, manual work, and decisions made without good information. Here is how they tend to show up, and how we approach them.
Financial Technology
Financial products depend on accuracy, traceability, and integrations with payment and banking infrastructure. Software in this space must be correct under failure and explainable after the fact.
Typical challenges
- Integrating with payment providers, banking interfaces, and accounting systems that each have their own failure modes
- Reconciling transactions across systems and resolving discrepancies quickly
- Maintaining detailed audit trails for operational and regulatory review
- Automating document-heavy back-office work without losing control
Relevant solutions
- Idempotent payment and ledger integrations with automated reconciliation
- Event-driven architectures that record every state change
- AI-assisted document processing with human review for exceptions
- Approval workflows with separation of duties and complete decision history
SaaS & Digital Platforms
Digital platforms compete on product velocity, reliability, and the quality of the customer experience. Engineering decisions made early shape how fast a platform can grow.
Typical challenges
- Shipping features quickly without accumulating unmanageable technical debt
- Meeting enterprise customer expectations on security, SSO, and data isolation
- Scaling infrastructure and operations as the customer base grows
- Adding AI features that are genuinely useful rather than cosmetic
Relevant solutions
- Multi-tenant architectures with enforced isolation and clear tenancy models
- Authentication, authorisation, and audit capabilities for enterprise readiness
- Automated deployment, observability, and scalable background processing
- AI assistants and automations integrated with product data and permissions
Professional Services
Consultancies, agencies, and advisory firms run on expertise and documents. Time spent searching, formatting, and re-keying information is time not spent with clients.
Typical challenges
- Institutional knowledge spread across documents, email, and individual experience
- Manual preparation of proposals, reports, and client deliverables
- Disconnected tools for CRM, project management, time tracking, and billing
- Ensuring confidential client information is handled appropriately
Relevant solutions
- Knowledge assistants grounded in internal documentation with source citations
- Automated drafting and assembly of recurring documents for expert review
- Integrations connecting CRM, delivery, and finance systems
- Access-controlled AI solutions that respect client confidentiality boundaries
Property & Hospitality Technology
Property and hospitality operations coordinate bookings, guests, staff, maintenance, and many third-party platforms — often in real time and across locations.
Typical challenges
- Synchronising availability, pricing, and reservations across multiple channels
- Coordinating operational tasks such as housekeeping, maintenance, and check-ins
- Handling high volumes of repetitive guest and tenant communication
- Consolidating data from property management systems and partner platforms
Relevant solutions
- Reliable channel and partner integrations with conflict handling
- Workflow automation for operational tasks, notifications, and escalations
- AI-assisted communication with drafted responses and human oversight
- Operational dashboards combining data from multiple systems
Enterprise Operations
Larger organisations run on many systems, teams, and processes. The opportunity lies in connecting them, removing manual work, and giving people better information to act on.
Typical challenges
- Legacy systems that are business-critical but difficult to change or integrate
- Manual, cross-department processes coordinated through email and spreadsheets
- Fragmented data that makes reporting slow and decision-making harder
- Adopting AI safely within existing governance, security, and compliance frameworks
Relevant solutions
- API layers and adapters that open legacy systems to modern applications
- Workflow and approval automation with full traceability
- Data synchronisation and operational reporting across systems
- Permission-aware AI agents with approval steps and audit logging
Working in one of these domains?
Tell us about the systems and processes involved. We'll start by understanding how your business actually runs.
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