Insight Engineered AI
Newcastle / Lake Macquarie, NSW
Sole-trader consultancy • Agentic AI • Data engineering
Agentic AI + Data Engineering that ships measurable outcomes.
I design and build reliable data pipelines and autonomous AI systems that automate workflows, improve data quality, and deliver decision-ready insights — without the hype.
Outcome-driven
Build the smallest reliable solution that proves value fast.
Trustable
Logs, evaluation, replay, guardrails.
Production-minded
Security, monitoring, and runbooks.
Services
Start with one workflow, prove value, then expand into reliable data + AI foundations.
AI Workflow Automation
Replace repetitive work with traceable AI agents.
- Email → CRM enrichment, routing, follow-ups
- Document extraction (invoices/forms/PDFs)
- Automated KPI narratives + exception detection
- Guardrails: approvals, logs, replay, escalation
Data Pipeline Engineering
Modern ingestion + modelling built for reliability.
- API ingestion, validation, incremental loads
- Data quality gates and anomaly detection
- Warehouse/lakehouse modelling aligned to KPIs
- Monitoring/alerting with runbooks
Custom AI Agent Systems (RAG + Tools)
Assistants grounded in your data and systems.
- RAG over internal docs, SOPs, policies
- Tool use: databases, APIs, ticketing
- Evaluation harness + regression checks
- Security-minded deployment patterns
Packages
Fixed scope, clear outcomes, SME-friendly delivery.
Starter — Opportunity Map
From $1,250 AUD • 1–2 weeks
- Current-state assessment
- Top opportunities ranked by ROI
- Target architecture + phased plan
- Tooling + security cost estimate
Build — Automation Pilot
From $4,500 AUD • 2–4 weeks
- One end-to-end workflow in production
- Logging + monitoring + evaluation checks
- Deployment + handover runbook
- Extend into roadmap or more automations
Scale — Data Platform Foundation
From $8,500 AUD • 4–8 weeks
- Ingestion + quality gates + ownership model
- Model aligned to KPIs and reporting
- Operational monitoring + alerts
- BAU-ready docs and support options
Let’s talk
Tell me what you want to automate or measure — I’ll suggest the smallest reliable solution.