What you receive
A working pilot, workflow diagram, evaluation cases, usage visibility and a handover walkthrough.
Shift2Dynamic services
AI workflow automation for Australian teams
Identify a repeatable task your Australian team can improve with workflow automation. We assess systems, approved data and exceptions, using AI only where language or document interpretation helps.
TODAY
Analyze customer feedback...
Generate financial report Q3
Summarize legal contracts
RAG Processing Pipeline
INPUT
User Query
VECTOR DB
Semantic Search
LLM
Context Synthesis
OUTPUT
Grounded Response
Illustrative product interface — sample data, not client results or service guarantees.
What we can deliver
Practical capabilities, clear responsibilities and a reviewable handover.
How we approach the work
Illustrative sequence · select a stage to explore
Scope & delivery · stage 1
Understand
A possible pilot prepares a recurring action for the Australian team, with approved inputs and explicit handling outside review hours. The workflow records exceptions rather than silently taking consequential actions when the reviewer is unavailable.
Tools that fit the work
The implementation follows your requirements and existing setup. These are examples of tools and platforms we can scope for the project.
Language model APIsKnowledge retrievalWorkflow orchestrationEvaluation datasets
Explore specialist services
Choose the specific delivery task you need. These detailed pages are currently in English.
POSSIBLE ENGAGEMENT · NOT A CLIENT CASE STUDY
An approval queue with agreed working hours
A possible pilot prepares a recurring action for the Australian team, with approved inputs and explicit handling outside review hours. The workflow records exceptions rather than silently taking consequential actions when the reviewer is unavailable.
What we need from you
Access to the relevant tools, approved source information and a person who can review exceptions.
What we agree separately
External platform fees, unrestricted autonomous actions and additional workflows are scoped separately.
How we review progress
Review time, answer quality, exception rate and cost per completed task.
Questions before we start
Which workflows should we automate first?
Start with a frequent task that has clear inputs, measurable effort and a manageable cost of error. We assess exceptions and approval steps before proposing a pilot.
Does every automation need AI?
No. Rules and API integrations often suit predictable tasks. We use AI where interpreting documents, language or unstructured information adds value.
Can automated work wait for our local review window?
Yes, when included in the workflow design. We agree the reviewer, time zone, queue behaviour and handling of time-sensitive exceptions.
Working with your team
We work remotely from Bangladesh and agree the relevant Australian time zone and working-hour overlap. State-specific clock changes, escalation routes and response expectations are planning inputs, not assumed 24/7 local coverage.
Start with the problem you want to solve.
Share your priorities, current systems and language requirements so we can agree the right scope.
Discuss your project →