Practical AI automation that improves accuracy, speed, and governance

AI built for real workflows

• AI tailored to real workflows — not generic “AI transformation” hype
• Security-first design aligned to ERP, ITSM, and audit requirements
• Rapid pilots that prove ROI within weeks
• Deep experience across Finance, IT, Operations, Procurement, and Engineering

Across the systems you run every day

• ERP & CRM automation for Finance, Billing, and Operations
• Support and engineering workflow acceleration
• ITSM/service delivery intelligence and self-service
• Cross-system data translation, normalization, and verification

Automate Finance, Billing, and Operations with Intelligence

• AI-assisted journal entry creation
• Automated invoice coding and vendor bill categorization
• Anomaly detection across transactions and revenue
• Natural-language queries (e.g., “Show transactions missing department codes”)
• AI-powered reconciliations

• Faster month-end close with cleaner data
• Reduced manual entry and spreadsheet dependency
• Fewer errors reaching the GL
• Real-time insights without heavy custom reporting

Reduce Manual Ticket Work & Improve Engineering Velocity

• Automatic ticket categorization and assignment
• Duplicate and related-issue detection
• Thread and comment summaries
• Cycle-time and workload insights
• Intent and priority detection

• Less time spent triaging
• Improved SLA performance
• Clearer sprints and fewer workflow bottlenecks
• Better visibility for engineering leaders

Intelligent ITSM, Faster Resolutions, and Better Self-Service

• AI-driven incident classification and assignment
• Virtual agent knowledge suggestions
• Predictive SLA breach alerts
• Automated resolution for repetitive requests
• Volume prediction and staffing insights

• Higher first-contact resolution
• Smaller ticket backlog
• Better ITSM forecasting
• Lower support cost per ticket

AI-Powered Data Translation & Format Normalization

• Ariba → NetSuite/Oracle: convert procurement output (XML/CSV) into ERP-ready vendor bills or PO formats
• Workday → NetSuite: format employee/department structures for finance operations
• Metronome → NetSuite: transform metered-billing entries into invoice-ready data
• Salesforce → ServiceNow: convert cases into incident-ready formats with mappings applied automatically
• Vendor portals → ERP: convert vendor invoice PDFs/emails into structured transactions

• Eliminate manual formatting work
• Reduce integration mapping complexity
• Prevent downstream errors by enforcing required formats
• Speed up ingestion into ERP, billing, and IT systems

Data Input Normalization & Structuring

• Field mapping and AI schema matching (auto-identify vendor, PO, amount)
• Unit, currency, and code standardization
• Enforce system-specific required fields (NetSuite, Jira, ServiceNow) — filled or flagged
• AI cleansing and deduplication for accurate master data

• Near-zero manual pre-processing
• Cleaner, validated data entering downstream systems
• Lower risk of failed imports or integration errors
• Faster onboarding of vendors, customers, and new lines of business

Cross-System Data Verification & Consistency Enforcement

• Customer name in CRM ≠ customer name in ERP
• Item code in P2P system ≠ item code in inventory dataset
• Project/case data in Jira ≠ project structure in NetSuite
• Incident category in ServiceNow ≠ classification rules in Jira

• Stop errors before they spread
• Reduce month-end exceptions and rework
• Protect master data integrity across systems
• Improve accuracy of billing, revenue, and reporting

End-to-End Enterprise Automation

• Jira tasks → ServiceNow incidents → NetSuite project and billing entries
• Ariba supplier invoices → AI formatting → NetSuite vendor bills
• ServiceNow change tasks → Jira engineering tasks → NetSuite cost center impacts
• Metered usage from billing → AI restructuring → ERP revenue schedules

• Consistent, validated, formatted data across the enterprise stack
• Automation with governance, logging, and exception handling