01Automating manual work
The jobs nobody was hired to do.
The weekly export-clean-upload. The reconciliation. The five systems that should talk to each other and do not. Built once, then running on a schedule or on an event — and telling someone when it breaks instead of failing quietly.
Scheduled pipelinesEvent-driven workflowsReportingAlerting
02AI and ML adoption
Used where it pays. Ruled out where it does not.
Assistants that answer from your own documents rather than the open internet. Extraction that turns invoices, forms and email into data. Classification that used to be somebody reading everything. We have no licence to sell you, so "this does not need AI" is an answer we are free to give.
Retrieval over your dataDocument extractionClassification & routingModel evaluation
03Software that does not exist yet
When the product you already pay for nearly fits.
Web and mobile applications, internal tools, admin dashboards, customer portals, APIs. Built to match how the business actually works, instead of bending the business around a product someone else designed for a different one.
Web applicationsMobile appsInternal toolsAPIs
04Making systems agree
One version of the truth, not seven spreadsheets.
Your CRM, accounting, store and warehouse holding the same numbers. Migrations off the thing you have outgrown. Pipelines that keep it consistent wherever anyone looks.
System integrationMigrationsData pipelinesReporting layers
05Keeping it running
Being the person who gets the alert.
Hosting, monitoring, deploys that are boring on purpose, and the bill that grew without anyone noticing. Failures visible to us before a customer finds them — which is the part that disappears when an agency hands over a repo and leaves.
Hosting & deploymentMonitoringCost reductionOngoing support
06Deciding what to do
A second opinion from someone not selling you a licence.
Build or buy. Whether that quote is reasonable. Whether the thing you were sold will survive your actual volume. Sometimes the useful answer is that the software is fine and the process is the problem.
Build vs buyArchitecture reviewVendor assessmentDue diligence