AI Workflows
Multi-step pipelines that move data between your systems
Tech Agency Australia builds workflows connecting your apps, models and databases, with queues, retries and monitoring so you can see what ran and what failed.
What does AI Workflows include?
Workflow Architecture Design
We map your entire operational flow and design an AI-native pipeline architecture before writing a single line of code.
LLM Integration
Embed GPT-4, Claude, and Gemini at decision points in your workflow for intelligent processing of emails, documents, and customer data.
Data Pipeline Automation
ETL pipelines that extract, transform, and load data across your systems automatically — real-time or scheduled.
API Orchestration
Connect any two systems that have APIs. We build the middleware that makes your tools work together.
Error Handling & Fallbacks
Production-grade workflows with retry logic, error alerts, fallback paths, and monitoring dashboards.
Scalable Infrastructure
Workflows built to handle 10x your current volume. We architect for scale from day one so you never hit a ceiling.
Questions about AI Workflows
What is an AI workflow?
An AI workflow is an end-to-end automated pipeline that uses artificial intelligence to process, analyse, and act on data without human intervention. Unlike simple automation, AI workflows can handle unstructured data, make intelligent decisions, and learn from outcomes.
How are AI workflows different from basic automation?
Basic automation follows rigid if-then rules. AI workflows incorporate language models, computer vision, and machine learning to handle variable inputs, understand context, and make nuanced decisions — tasks that basic automation cannot handle.
What systems can your AI workflows connect?
We connect virtually any system with an API including CRMs (HubSpot, Salesforce, GoHighLevel), email platforms, accounting software (Xero, MYOB), eCommerce platforms (Shopify, WooCommerce), communication tools (Slack, Teams), and custom databases.
Can AI workflows handle Australian compliance requirements?
Yes. We build workflows with Australian compliance in mind — Privacy Act data handling, GDPR-compatible data flows, and secure processing that keeps your customer data within Australian jurisdiction where required.
Ready to scope something?
A strategy call runs 30 minutes on Australia/Melbourne time. You describe the process you want to automate, and we tell you whether it is worth building, roughly what it costs and what could go wrong. No deck.
or call 0485 973 899 · info@techagency.com.au