“What changed?”
A person asks in ordinary language.
The product experience
Ask. Investigate. Understand.
Then let your team decide.
Agent Army brings specialized AI workflows and governed analytics to retail-supplier operations. Here is a more tangible way to understand the experience, not just read about it.
Four ways to put intelligence to work
From a question
to work your team can use.
Ask, investigate, share the business context and explain what deserves attention; with your team keeping the judgment. These public demo screenshots make the interface tangible. The story and agent examples are labeled workflow illustrations, not customer deployments.
THE EXPERIENCE / ASK & INVESTIGATEPublic demo screenshot
Select a view below to explore the experience. View 1 of 4
Start with the question. Follow the evidence.
Ask in business language, investigate the context and examine what supports the answer.
Public demo screenshot · cropped for this review. Not a customer deployment. Branding and capabilities are confirmed for each implementation.1 / 4
Under the experience: business meaning
Business language in.
Governed analysis underneath.
Agent Army applies retail definitions and operating context to governed analysis and scoped specialist workflows. Define the meaning before delegating the task.
Define “sales.”
The semantic layer maps terms and rules.
Use permitted sources.
Analysis follows the agreed scope.
Inspect the evidence.
A person evaluates context and next steps.
A semantic layer is the shared dictionary of business terms, mappings and rules. It helps a question about “sales” mean the same thing across the workflow. Actual data flows and controls depend on the sources and deployment.
What the AI component brings
More than a prettier
weekly report.
Natural-language analysis, defined business meaning, recurring checks and source-backed outputs support different parts of the supplier’s job.
Ask in everyday language
Move from a business question to governed analysis instead of starting with a fresh SQL request.
Investigate across the context
Use defined business meaning and the relevant source data or documents to examine a question.
Monitor what matters
Configure recurring checks and exception workflows around the signals your team wants reviewed.
Explain the answer
Keep sources, definitions and review context close enough for people to challenge and validate the work.
These describe Agent Army role areas and workflow capabilities to assess. Actual capabilities, permitted sources and outputs depend on the scoped implementation, not a universal feature entitlement.
Specialists with a job to do
Let the mission
choose the crew.
Synthesis & analysisCOMMAND
Make the business easier to understand.
Executive synthesis, prioritization and decision support. Turn context into a clearer brief for a person to review.
Monitoring & exceptionsRECON & SENTINEL
Keep an eye on what deserves attention.
Anomaly detection, KPI monitoring and alerts, configured around human-defined signals and review rules.
Investigation & preparationRECOVERY & DOCUMENT
Bring the evidence into reach.
Deduction and chargeback support, document extraction and evidence preparation for the people who own the decision.
Source-defined role areas to scope, not identical out-of-the-box features. Inputs, integrations, review boundaries and sellable implementation scope are confirmed in the Mission Brief.
From concept to actual software
See the real workflow
in a guided demo.
A real product walkthrough should show the question, the result, the source trail and the review experience. We will match the demonstration to the mission being evaluated.
The first two views show a public demonstration interface. The story and agent examples are illustrations. A guided demo should validate the actual screens, source context and capabilities relevant to your mission.
See it. Question it. Find the fit.
Meet your next
operating advantage.
See how the AI experience could fit a workflow your team already owns. Start with a demo, not a commitment to replace your tools or your people.
Book a demoA practical conversation. No sensitive data needed.