HelmCore

4-Week Implementation Plan

Step-by-step guide to fully implement POSight in 4 weeks (even with limited coding skills)

Before You Start (Prerequisites)

What You Need Access To:

  • Postgres database with store information
  • Victoria Metrics instance with performance data
  • Admin access to the base44 platform
  • A developer or technical person (for Week 2-3)

What You'll Have at the End:

  • Live dashboard with real-time store data
  • Automated incident detection and alerts
  • AI chat assistant (web + WhatsApp)
  • Role-based access control for all users
Week 1: Data Mapping & Preparation

Map your existing data to POSight entities. No coding required.

1

Audit Your Data Sources

Identify and document what data you have and where it lives.

  • •Create a spreadsheet listing all your Postgres tables with store data
  • •Document column names for: store names, addresses, coordinates, managers
  • •List all Victoria Metrics measurements you have for: transaction times, queue lengths, service uptime
  • •Identify who has access to each system (get credentials ready)
✓ Deliverable: Complete data inventory spreadsheet
2

Map Store Data Fields

Match your database columns to POSight's Store entity fields.

  • •Open the Store entity in base44 dashboard → Data → Store
  • •Map your store table columns to these fields: name, location, latitude, longitude, region, manager
  • •If coordinates are missing, use Google Maps to find lat/lng for 5-10 key stores as examples
  • •Document any data gaps or cleanup needed
✓ Deliverable: Field mapping document ready for developer
3

Prepare User Access Matrix

Define who should see what data in the system.

  • •List all users who need access to POSight
  • •Define access levels: store managers (specific stores), regional managers (by region), admins (all data)
  • •Create a matrix showing User Name → Email → Access Level → Assigned Stores/Region
  • •This will be uploaded to the User entity
✓ Deliverable: User access matrix ready for import
4

Set Success Metrics

Define what 'working' looks like for each phase.

  • •Week 1 success: All stores visible on map with correct locations
  • •Week 2 success: Store status colors change based on real performance data
  • •Week 3 success: New incidents appear automatically when problems occur
  • •Week 4 success: AI can answer 'How is my store doing?' accurately
✓ Deliverable: Success criteria document
5

Technical Setup Planning

Plan the technical work needed for next week.

  • •Schedule time with your developer/technical person for Week 2
  • •Provide them with data mapping document and database credentials
  • •Set up base44 platform admin access for the technical person
  • •Plan 2-hour working sessions for Day 6, 8, and 10 of the project
✓ Deliverable: Technical work scheduled and resources allocated
Week 2: Database Connections & Static Data

Get your store and user data flowing into POSight. Technical work required.

6

Connect Postgres Database

Establish the data connection (work with your developer).

  • •Developer: Set up base44 backend function to connect to Postgres
  • •Manager: Test the connection by checking if sample data appears
  • •Verify connection is secure and read-only
  • •Document connection details and credentials in secure location
✓ Deliverable: Live database connection established
7

Import Store Data

Get all your stores visible on the map.

  • •Developer: Write script to sync store data daily from Postgres to Store entity
  • •Manager: Verify stores appear on the dashboard map with correct locations
  • •Check that store names, addresses, and manager details are accurate
  • •Fix any data quality issues found during import
✓ Deliverable: All stores visible on dashboard map
8

Import User Access Data

Set up role-based access control.

  • •Developer: Import user data from spreadsheet to User entity
  • •Manager: Create test accounts for each access level (store manager, regional manager, admin)
  • •Test that store managers only see their assigned stores
  • •Test that regional managers see all stores in their region
✓ Deliverable: Role-based access working correctly
9

Verify Static Data Quality

Clean up any data issues before moving to real-time data.

  • •Spot-check 20 random stores on the map for accuracy
  • •Test login as different user types and verify access restrictions
  • •Fix any incorrect store locations or missing manager information
  • •Ensure all critical stores (flagship locations) are correctly configured
✓ Deliverable: Clean, accurate store and user data
10

Document Week 2 Results

Prepare for real-time data integration.

  • •Take screenshots of working map with stores
  • •Document any data quality issues found and fixed
  • •Plan Victoria Metrics integration for Week 3
  • •Schedule more technical time for Week 3 work
✓ Deliverable: Week 2 completion report with screenshots
Week 3: Real-Time Metrics & Incident Automation

Bring the dashboard to life with live performance data and automated alerts.

11

Connect Victoria Metrics

Establish connection to your time-series data.

  • •Developer: Set up connection to Victoria Metrics instance
  • •Manager: Identify key metrics to display: transaction times, queue lengths, service uptime
  • •Test connection with sample queries for 2-3 stores
  • •Document which metrics map to which Store entity fields
✓ Deliverable: Live metrics connection established
12

Build 5-Minute Data Sync

Create the script that updates store status every 5 minutes.

  • •Developer: Write script to query Victoria Metrics every 5 minutes
  • •Developer: Update Store entities with latest transaction times, queue lengths
  • •Manager: Watch dashboard for 30 minutes to see store status colors change
  • •Set up monitoring to ensure script keeps running
✓ Deliverable: Dashboard shows live, updating store status
13

Define Incident Rules

Set up automatic incident detection.

  • •Manager: Define what constitutes an incident (e.g., transaction time > 80s AND queue > 10)
  • •Developer: Add incident detection logic to 5-minute script
  • •Create incidents automatically when thresholds are breached
  • •Test by manually setting a store's metrics above threshold
✓ Deliverable: Automated incident creation working
14

Test Incident Workflow

Verify the complete incident management cycle.

  • •Trigger test incident by simulating high transaction times
  • •Verify incident appears in 'Issues needing attention' section
  • •Test incident appears for correct user access levels
  • •Document incident escalation and resolution process
✓ Deliverable: Complete incident management workflow tested
15

Monitor and Tune

Fine-tune thresholds and fix any issues.

  • •Monitor system for 24 hours to see if thresholds are appropriate
  • •Adjust incident detection rules if too many false alerts
  • •Verify 5-minute sync script is reliable and doesn't miss updates
  • •Document system monitoring and maintenance procedures
✓ Deliverable: Stable, well-tuned real-time monitoring system
Week 4: AI Activation & Go-Live

Activate the AI assistant and prepare for full deployment.

16

Test AI Data Access

Verify the AI can read your live data correctly.

  • •Manager: Log into POSight and go to 'Chat with POSight'
  • •Ask: 'How is my store doing today?' and verify it gives accurate answer
  • •Test as different user types (store manager, regional manager)
  • •Verify AI respects access restrictions (can't see unauthorized stores)
✓ Deliverable: AI accurately answers questions about store performance
17

Set Up WhatsApp Integration

Enable WhatsApp access for mobile users.

  • •Manager: Click 'Chat on WhatsApp' button from the Chat page
  • •Complete WhatsApp setup for your account
  • •Test asking the same questions via WhatsApp
  • •Verify answers are identical between web and WhatsApp
✓ Deliverable: WhatsApp AI assistant working for at least one user
18

User Training and Rollout

Train your team and begin controlled rollout.

  • •Create simple user guide with screenshots
  • •Train 3-5 key users (store managers, regional managers)
  • •Have them test logging in and asking AI questions about their stores
  • •Collect feedback and fix any usability issues
✓ Deliverable: 5 trained users successfully using the system
19

Full System Testing

End-to-end testing of the complete system.

  • •Verify live data is flowing correctly for all 720 stores
  • •Check incident detection is working without false alarms
  • •Test AI answers for accuracy against known store conditions
  • •Verify weather alerts appear correctly (if Met Éireann issues warnings)
✓ Deliverable: Full system health verification complete
20

Go-Live and Monitoring

Full deployment and ongoing monitoring setup.

  • •Announce system availability to all users
  • •Send out login credentials and quick start guide
  • •Monitor system usage and performance for first day
  • •Document any issues and create resolution plan
✓ Deliverable: POSight fully deployed and operational
Week 5+: Ongoing Operations

What to do after successful implementation

Daily Operations:

  • • Monitor dashboard for critical incidents
  • • Check AI chat for accuracy in responses
  • • Verify weather alerts appear when issued
  • • Review any user access requests

Weekly Maintenance:

  • • Review incident thresholds for false positives
  • • Update store data if new locations open
  • • Check data sync scripts are running properly
  • • Collect user feedback for improvements
If Something Goes Wrong

Common issues and quick fixes

🚨 Stores disappeared from map

Database connection issue. Check if your Postgres database is accessible and data sync script is running.

⚠️ Store status not updating

Victoria Metrics connection issue. Verify your metrics database is responding and 5-minute sync script is active.

💬 AI giving wrong answers

Data quality issue. Check if recent store data updates are flowing correctly and verify user access permissions.