Bespoke Builds
AI systems for workflows SaaS won't fit.
Custom dashboards, internal tools, agents, and automations for the work your team actually does. Fixed scope, fixed price, working software in weeks.
Short answerWhat are Sprint Build Cards?
Sprint Build Cards are Engine AI's fixed-scope build model for New Zealand businesses that need one workflow solved properly. Each card defines the workflow, scope, assumptions, deliverable, timeline, and fixed price before development starts. A small card can deliver one agent, automation, dashboard, or internal tool. Standard and larger cards cover connected workflows with multiple components, integrations, reporting, or AI-powered features. The point is to avoid open-ended transformation projects. We choose one operational problem, ship working software in weeks, measure whether it helps, and then decide whether the next workflow is worth building. Sprint Build Cards are a good fit for operations-heavy NZ teams where the real process is trapped in spreadsheets, inboxes, manual handoffs, or disconnected SaaS tools that do not match how the business actually runs.
When the spreadsheet is doing the real work, the process needs a proper system.
Your team is copy-pasting between systems, chasing updates, and maintaining spreadsheets that were never designed to run the business.
We build focused tools that connect to the systems you already use and match the way your team actually works.
Example Build
Discovery Engine
A role-based intake tool that shows where work slows down, repeats, or falls between systems. Leadership sees which workflows are worth automating first.
Identify
Map friction across roles.
Prioritise
Rank by value, effort, and risk.
Build
Ship the best workflow first.
Measure
Use data to guide the next sprint.
What We Build
Software shaped around your business.
Custom dashboards
Live visibility into the numbers your leadership team actually needs, pulled from the systems you already use.
Internal tools
Job costing calculators, client onboarding flows, inventory trackers, reporting engines, and admin tools built around your real process.
Workflow automations
Data entry, report generation, notification routing, document processing, and handoffs between systems.
AI-powered features
Document analysis, automated categorisation, natural language search, predictive alerts, and AI agents embedded into daily work.
How It Works
Sprint Build Cards. No surprises.
Every build starts with a card: workflow, scope, deliverable, timeline, assumptions, and fixed price.
One useful system, shipped properly. Then we measure, improve, and move to the next workflow.
Got a workflow your team keeps fighting?
Show us what is not working. We'll tell you what we would build, what it would cost, and whether it is worth doing.