AI IDEAS, SYSTEMS & AGENTS
Understand your AI and make its results more consistent. VisiFlo helps businesses validate ideas, test AI systems and agents, and find weak steps before they cause more problems.
Melbourne, Australia. Enquiries are open; fit, delivery capability, evidence access, price and timing are confirmed before work starts. The software platform is in early development.
Tell us your challenge ↗Find out whether your AI idea solves a useful business problem. Agree what a good result looks like before you invest in a build.
Start with an important workflow. Agree what it should do, then check its answers, actions and failure handling where the setup allows.
Find weak steps, missing checks and what happens when something fails. Get practical recommendations for a more reliable workflow, then agree how to check again.
Bring an AI idea, assistant, agent or connected business workflow. Start with what it needs to do, whatever tools you use.
Your system does not need to use a named platform. We help you understand whether the whole task works, including the connections between your AI and other software.
Show what goes in, what should come out and the rules your business needs followed.
Use a test app or API to run checks, or review shared examples and records of what happened.
See what passed, what failed and what remains unknown. Get recommendations and a plan to check again.
Checks can cover answers, information passed between systems, approvals, repeated actions and what happens when a connection fails.
Some familiar examples
Does each step finish correctly?
Does it act within your rules?
Are its answers grounded in your information?
Do the parts work well together?
Workflows powered by OpenAI / ChatGPT, Claude or Gemini are also welcome for assessment.
The named tools are examples, not an eligibility list. Custom-built and other platforms are welcome. We agree access and the checks we can perform before work starts. Using another tool? Tell us what you have.
We welcome enquiries from retail and e-commerce teams, professional service businesses, property businesses, appointment-based businesses, AI agencies and software teams. Bring your industry and workflow; the scope and any industry-specific requirements are agreed before work starts.
BEFORE INVESTING IN A BUILD
Start with the task, the people affected and the decision to be improved. Discovery examines the current workflow, available data, constraints and assumptions. Agree a measurable definition of success before choosing a solution.
The assessment may recommend a small experiment, a simpler process change or further discovery. It does not assume AI is always the right answer or promise a return on investment without evidence.
A concise problem statement, assumptions and evidence gaps, success criteria and a recommended next step. Technical feasibility depends on the information and access available.
Business owners, operations teams, agencies and engineering teams evaluating an idea or an existing AI workflow.
UNDERSTAND THE SYSTEM YOU HAVE
Agree what a good result looks like. Check the answers, actions and records your business relies on. Where the setup allows, repeat tasks and try different situations to find results that change, missed steps and failures. Show what passed, what failed and what could not be checked.
Reviews of specifications, exported traces or feedback are described as reviews. They do not establish that a live system completed a workflow. Executed tests require a suitable authorised environment.
Explore focused AI agent regression testing →Understand observable behaviour and business outcomes: what was assessed, what happened, what remains uncertain and what to do next. We do not claim access to every part of a model’s internal reasoning.
See an illustrative report and editable checklist →TURN FEEDBACK INTO ACTION
We help you make the workflow more reliable. This is sometimes called workflow hardening: add missing checks, prevent repeated actions, plan for failures and make it clear when a person should take over. Recommendations explain what to change first and why.
The improvement plan can identify an owner, next action and a way to recheck progress. Engineering fixes, ongoing monitoring and additional tests are separately agreed. A scoped evaluation does not certify overall safety or legal compliance.
Tell us what you are considering, what exists today and the decision you need help making. No payment is required to enquire.
Discuss your AI idea or system ↗