Automation engineering across five practice areas.

Folders of invoices, statements, contracts and forms converted into structured data that reconciles — validated against the totals the documents themselves state. Extraction is verified by independent engines and arithmetic checks, with every uncertain item routed to review.

Capabilities

• Invoice and receipt extraction
• Bank and card statement parsing
• Duplicate and double-count detection
• Cross-engine OCR verification
• Document-type classification
• Reconciliation against printed totals

Recurring operational work — period-close reporting, data transfer between systems, spreadsheet-based pipelines — engineered to run on schedule, with the existing business logic preserved and the inputs, outputs and checks made reproducible.

Capabilities

• Recurring report generation
• Data transfer between systems
• Spreadsheet pipeline replacement
• Scheduled jobs and alerting
• Period-close preparation
• Bulk file and folder processing

Reliable integration between accounting packages, CRMs, ERPs, industry platforms and internal databases — including systems with no off-the-shelf connector. Idempotent writes, explicit failure alerting and scheduled reconciliation are part of every build. Where a commercial connector already solves the problem, we recommend it.

Capabilities

• Accounting and ERP integrations
• CRM and helpdesk synchronisation
• Property and hospitality platforms
• Financial data APIs
• Internal database pipelines
• Webhook and event processing

Language models applied where they measurably outperform rule-based approaches — extraction from unstructured text, classification, routing, retrieval — within architectures that remain deterministic where correctness matters. Deployment follows measured evaluation, with confidence thresholds, human review paths and cost projections agreed in advance.

Capabilities

• Extraction from unstructured text
• Classification and routing
• Retrieval over internal documents
• Drafting and summarisation
• Multi-step workflow orchestration
• Model evaluation and cost control

Software built to your specification — monitoring, scheduled data collection, alerting, market-data pipelines and internal tooling — engineered for unattended operation: clean restarts, checkpointed work, and explicit notification on failure. Rate limits and third-party terms of service are always respected.

Capabilities

• Monitoring and alerting
• Scheduled data collection
• Web and API data acquisition
• Notification and reporting bots
• Market-data pipelines
• Rule execution to specification