Task and quality criteria
Define inputs, outputs and review needs.
AI & Business Automation
Custom AI Applications & Business Tools
Build a useful business tool around a specific language, document or information task. We combine an application interface, approved data and appropriate AI capabilities so staff can review the result and use it in their work.
A familiar problem?
What needs to work better
01
Staff copy material between unrelated chat and business tools.
02
Generated output has no review or version history.
03
The task needs a purpose-built interface rather than a generic chat box.
The work we can help with
What is included
Automation with a handoff
Connect the task, not just the tools
Start from a defined event, such as a new inquiry or scheduled task.
Who this is for
Teams preparing drafts, reviewing documents or organizing information within a defined business process.
Application interface
Design forms, source views and output review screens.
AI and data connections
Use approved providers and knowledge sources.
Evaluation and handover
Test representative tasks and document limitations.
Connected customer journeys
Connect the inquiry to what happens next.
Our landing-page, CRM and integration work is a starting point for discussing your automation. We map where an inquiry arrives, where it should go and when a person should step in.
- Empire PHA: landing pages, automation and pipelines.
- Kendrick Sanford: website development and automation.
From the first conversation to handover
How we deliver the work
- 01
Choose the use case
Agree a task and measurable quality checks.
- 02
Design the review
Make sources and corrections usable.
- 03
Build the application
Connect the selected capabilities and data.
- 04
Evaluate real examples
Check quality, cost and failure behavior.
What this can improve
A task-focused interface with a defined review process.
Less manual movement between information tools.
Why work with Virtual Wisdom?
We also build websites, software and integrations. An automation can be planned around its real source data, destination and human handoff instead of being treated as a standalone chat screen.
You can explore our client projects and our ready products, ClinixMS and InventiSys, before discussing the requirements.
The next part of the journey
Related support
Before you decide
Questions you may have
Can the tool use our company documents?
Yes, where access, rights and handling requirements are agreed and the formats are suitable.
Can it make final decisions automatically?
The authority and review requirements must be defined. Important outputs can remain drafts for staff approval.
Can a simple tool become a larger product?
Yes, but additional features, users and operating requirements need a revised scope.
What affects the quote?
Features, source formats, integrations, usage and evaluation requirements affect cost. Provider charges and ongoing operation are separate.
What do you need from us to start?
Share redacted input examples and what an acceptable output looks like. Provider and data-processing choices are agreed explicitly.
Start with a conversation
Tell us what you need.
Share a little about your business and the work you have in mind. We will review it and help you choose the next step.