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Armatir
AI IntegrationConcept2026

Prairie Signal Supply Co.

Prairie Signal Supply Co. is a fictional B2B supply and field-service company used to demonstrate a custom AI workflow dashboard. Instead of an operator stitching six tools together every morning, the demo pulls seeded orders, invoices, dispatch jobs, leads, tickets, and inventory into one view — generating a plain-English daily brief, ranking what needs attention, and answering operational questions from the underlying records. It runs as a self-contained Next.js demo with deterministic fallbacks, backed by an optional Python service.

Prairie Signal Supply Co. preview
Live Demo

Explore the interactive Prairie Signal Supply Co. demo

Prairie Signal runs as a clickable operations dashboard, not a static mockup. Open the demo to explore the AI daily brief, ranked priority queue, scheduled reports, automation previews, the bounded operations assistant, and the customization layer — all driven by seeded demo data.

Problem

Small operators start the day inside six disconnected systems — orders in a spreadsheet, late deliveries in email, leads in a CRM export, overdue invoices somewhere else. Assembling one operational picture takes the better part of an hour, every morning, and the things that matter most are often discovered last.

Solution

Prairie Signal is a demo of a custom workflow dashboard that does the first reporting pass automatically. It consolidates every feed into one view, generates an AI daily brief and a ranked priority queue, produces scheduled reports for each role, and lets an operator ask questions that are answered from the source records — turning ninety minutes of manual triage into a glance.

What this demonstrates
  • AI-generated daily brief that summarises what changed overnight and what needs attention in plain English

  • Priority queue that ranks stalled orders, blocked jobs, and at-risk accounts by urgency rather than by source tool

  • Scheduled report generation for owner, dispatch, finance, and sales/admin audiences

  • Automation threshold previews and saved rules for overdue invoices, untouched leads, and low stock

  • A bounded operations assistant that answers questions using only the seeded dashboard records

  • A customization layer for adapting the same workflow to other business types — trades, distribution, clinics, and retail

Planned improvements
  • Wire the AI layer to a live LLM provider behind the existing summary adapter

  • Connect real data sources such as CRMs, payment processors, and spreadsheets in place of seeded records

  • Add team accounts and role-based access for multi-user environments

Outcome

Built to show how a single morning reporting pass — six systems and roughly ninety minutes of manual work — can be replaced by a dashboard that generates the daily brief, priority queue, and owner summary before anyone logs in.

Tech stack
Next.jsTypeScriptTailwind CSSFastAPIPython
Project details
Status
Live
Year
2026
Type
concept
Role
Design, architecture & build
Ready when you are

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Clear communication and practical digital systems for small businesses — built around real business goals.