From the shop floor to the C-suite, DreamFactory connects your existing production systems, ERPs, and databases to AI without replacing anything. Natural language access to manufacturing data for every team.
Account managers miss reorder windows and upsell opportunities because customer purchase patterns are buried in ERP data that's hard to query.
GetReorderCandidates calculating average reorder intervals per customer per SKU from 24 months of order history
{fs}_create_file as CSV for CRM import
Account managers receive weekly AI-generated outreach lists ranked by revenue at risk. Proactive reorder capture drives direct top-line growth.
Companies with installed equipment miss recurring revenue from service intervals, parts replacement, and warranty renewals.
CalcServiceRevenuePotential joining equipment specs, parts pricing, and labor rates
Service sales team receives AI-generated proposals for every customer with approaching milestones, complete with pricing.
AR aging reports are built in Excel, always outdated. Collections are prioritized by gut feel.
GetARAgingWithPaymentHistory pulling current AR, payment patterns, credit terms, and customer tier from ERP
{erp}_update_records to stamp priority score and recommended action on each AR record
Collections team starts each day with an AI-prioritized worklist written back to the ERP. DSO reduced 15-25%.
Staff accountants manually match POs to invoices to receiving documents. The #1 time sink in manufacturing finance.
GetUnmatchedDocuments pulling open POs, pending invoices, and receiving documents into a single result set
{erp}_create_records to create match records for clean matches and exception records for discrepancies
{fs}_create_file for AP manager review
85%+ of invoices auto-matched. AP reviews exceptions only. Month-end close cut by 40%.
Large supplier networks make it nearly impossible to catch every pricing discrepancy or duplicate invoice manually.
{ap}_update_records
UpdateVendorScorecard to refresh vendor compliance metrics
Every invoice validated against contract terms before payment. AP processing cut by 50%+.
Floor managers depend on IT to pull production reports. Simple questions take hours or days.
{mfg}_get_table_data for production counts, downtime events, and scrap rates filtered by line and shift
LogProductionInquiry recording query, user identity, and timestamp for compliance audit trail
Floor managers get production intelligence in seconds from a tablet. Every query logged for compliance.
A manufacturer connected shop floor systems to AI through DreamFactory, giving floor managers instant data access for the first time.
OEE metrics are calculated weekly or monthly from manual data. Problems are identified too late.
CalcOEEByLine computing availability, performance, and quality rates against production standards
{mes}_create_records to log AI-recommended maintenance actions as work orders in the MES
5-10% OEE improvement. Work orders created automatically when AI detects degradation patterns.
Quality issues are tracked in silos. Patterns across lines, shifts, and products go undetected.
GetQualityMetrics pulling inspection results, customer complaints, NCR data, and corrective actions across all facilities
{qa}_create_records to generate corrective action requests for statistically significant trends
Quality trends caught in days, not months. CARs generated automatically for systemic issues.
Manufacturing workers require current certifications. Tracking expirations in spreadsheets leads to compliance gaps.
GetCertExpirations joining HR records, certification databases, and training completion logs
{hr}_create_records to generate recertification assignments with due dates in the LMS
Zero certification lapses. Recertification assignments created automatically 90 days before expiration.
Manufacturing execs see quality metrics in delayed reports. Trends aren't caught until they've already impacted margins.
GetDefectAnalytics pulling defect rates, scrap data, rework hours, and cost impact by line, shift, and product
{qa}_create_records to generate CARs for the top 3 cost-impact defect patterns
Reduce scrap rates through early pattern detection. CARs created automatically. Real-time visibility for manufacturing executives.