/

/

How to Extract Custom Reports from Your ERP Without a Developer

Content

How to Extract Custom Reports from Your ERP Without a Developer

How to Extract Custom Reports from Your ERP Without a Developer

How to Extract Custom Reports from Your ERP Without a Developer

You need a report. Not the standard one your ERP spits out. A specific, customized view of your business data that answers a question your CFO asked in yesterday's meeting.

So you submit a ticket to IT. They add it to the backlog. Three weeks later, you get a report that's almost right but missing two columns. Another week of back and forth. By the time you have what you need, the question has changed.

Sound familiar? There's a faster way.

The ERP Reporting Bottleneck

Every organization hits the same wall:

  • Standard reports don't fit: ERP systems ship with hundreds of pre-built reports, but your business has unique questions

  • IT is overwhelmed: Your technical team handles infrastructure, security, integrations, AND custom reporting

  • BI tools are expensive: Tableau, Power BI, or Looker licenses add $50-150 per user per month

  • Report builders are limited: Drag-and-drop tools can't handle complex joins or conditional logic

The result? Business decisions get delayed because data access is gatekept by technical skill.

What Reports Do Business Teams Actually Need?

Finance Team

  • Aged receivables with customer contact info

  • Cash flow forecast based on open POs and invoices

  • Expense breakdown by department and cost center

  • Revenue recognition schedule

  • Vendor payment history with discount capture rate

Operations Team

  • Order fulfillment rate by warehouse

  • Lead time analysis by supplier

  • Production schedule vs actual output

  • Quality metrics by product line

  • Shipping cost analysis by carrier

Sales Team

  • Pipeline by stage with expected close dates

  • Win/loss analysis by competitor

  • Customer purchase frequency and recency

  • Quote-to-order conversion rate

  • Territory performance comparison

HR Team

  • Turnover rate by department and manager

  • Time-to-hire by position type

  • Compensation benchmarking

  • Training completion rates

  • PTO utilization by team

The SQL Solution (Made Simple)

Every report above is just a database query. Your ERP stores all this data in structured tables. The SQL to extract it is straightforward once you know how to ask.

Example: Aged Receivables Report

Instead of writing this yourself:

SELECT 
    c.customer_name,
    c.contact_email,
    c.phone,
    i.invoice_number,
    i.invoice_date,
    i.due_date,
    i.total_amount,
    i.amount_paid,
    i.total_amount - i.amount_paid as balance_due,
    DATEDIFF(CURRENT_DATE, i.due_date) as days_overdue,
    CASE 
        WHEN DATEDIFF(CURRENT_DATE, i.due_date) <= 0 THEN 'Current'
        WHEN DATEDIFF(CURRENT_DATE, i.due_date) BETWEEN 1 AND 30 THEN '1-30'
        WHEN DATEDIFF(CURRENT_DATE, i.due_date) BETWEEN 31 AND 60 THEN '31-60'
        WHEN DATEDIFF(CURRENT_DATE, i.due_date) BETWEEN 61 AND 90 THEN '61-90'
        ELSE '90+'
    END as aging_bucket
FROM ar_invoices i
JOIN customers c ON i.customer_id = c.customer_id
WHERE i.total_amount > i.amount_paid
ORDER BY days_overdue DESC;

You just type: "Show me all unpaid invoices with customer contact info, grouped by how overdue they are"

AI2SQL generates the query. You copy it into your database tool. Done.

Example: Vendor Spend Analysis

Type: "Total spend by vendor for the last 12 months, sorted by amount"

SELECT 
    v.vendor_name,
    v.vendor_category,
    COUNT(DISTINCT po.po_number) as purchase_orders,
    COUNT(DISTINCT i.invoice_id) as invoices,
    SUM(i.total_amount) as total_spend,
    AVG(DATEDIFF(i.payment_date, i.invoice_date)) as avg_days_to_pay
FROM vendors v
JOIN purchase_orders po ON v.vendor_id = po.vendor_id
JOIN ap_invoices i ON po.po_id = i.po_id
WHERE i.invoice_date >= DATE_SUB(CURRENT_DATE, INTERVAL 12 MONTH)
GROUP BY v.vendor_id
ORDER BY total_spend DESC;

Example: Order Fulfillment Rate

Type: "Percentage of orders shipped on time by warehouse this quarter"

SELECT 
    w.warehouse_name,
    COUNT(*) as total_orders,
    SUM(CASE WHEN s.ship_date <= so.promised_date THEN 1 ELSE 0 END) as on_time,
    ROUND(SUM(CASE WHEN s.ship_date <= so.promised_date THEN 1 ELSE 0 END) * 100.0 
        / COUNT(*), 1) as on_time_pct
FROM sales_orders so
JOIN shipments s ON so.order_id = s.order_id
JOIN warehouses w ON s.warehouse_id = w.warehouse_id
WHERE so.order_date >= DATE_SUB(CURRENT_DATE, INTERVAL 3 MONTH)
GROUP BY w.warehouse_name
ORDER BY on_time_pct DESC;

How to Get Started

  1. Know your database type: Check with IT whether your ERP uses MySQL, PostgreSQL, Oracle, or SQL Server

  2. Get read-only access: Ask for a reporting user with SELECT-only permissions. This is safe and standard practice

  3. Use a query tool: DBeaver (free), Azure Data Studio, or pgAdmin to run your queries

  4. Generate queries with AI: Use AI2SQL to describe what you need in plain English

Security Note

Always use read-only database access for reporting. This means:

  • You can SELECT (read) data but not UPDATE, DELETE, or INSERT

  • No risk of accidentally modifying production data

  • IT can audit exactly which queries you run

  • Compliant with SOX, GDPR, and most regulatory frameworks

Stop Waiting for Reports

Your ERP data belongs to your business, not to your IT backlog. With AI-powered SQL generation, any team member can extract the insights they need in minutes, not weeks.

Try AI2SQL free and turn your ERP database into an on-demand reporting engine.

Share this

More Articles

More Articles

More Articles