# FlowGen Labs > FlowGen Labs deploys autonomous agents inside SAP at machine speed. Grounded in enterprise ontology. Outcome-based pricing. From discovery to production in under 10 weeks. FlowGen Labs builds Agentic Operating Procedures for enterprise ERP systems. The platform integrates with SAP, NetSuite, and Microsoft Dynamics 365 to execute end-to-end finance, logistics, and operations workflows autonomously. It is SOC 1 and SOC 2 compliant, SOX-ready, and deploys inside the customer's own AWS VPC or on SAP BTP for full data isolation. ## What FlowGen Labs is FlowGen Labs deploys autonomous agents inside enterprise ERPs at machine speed. Agents are grounded in the customer's enterprise ontology, learn from every exception, and improve with every transaction. Pricing is outcome-based. Discovery to production typically completes in under 10 weeks. The product is positioned for enterprise finance and operations teams running SAP ECC, SAP S/4HANA, SAP BTP, NetSuite, Dynamics 365, Workday, QuickBooks, and similar systems. The thesis is that the data and rules required to automate enterprise processes already live inside the ERP. FlowGen Labs reads that data and configuration in place, reconstructs the operating procedures, and runs them as autonomous agents. ## How it works FlowGen Labs operates in four stages, each building on the last. ### 1. Your ERP already knows everything FlowGen connects to the customer's ERP in place and builds the complete enterprise ontology. The platform extracts business logic from configuration and custom code rather than from workshops or consultant interviews. There is no multi-quarter discovery phase. The ontology becomes the source of truth that grounds every agent. ### 2. Contextual process graph Every workflow, exception route, and decision tree is reconstructed from transaction history and data lineage into a living process map. The graph surfaces process bottlenecks and becomes the backbone for agents that mirror the customer's actual operations rather than an idealized version. ### 3. Agent operating procedures Processes become natural-language workflows that are readable, editable, and auditable by humans. FlowGen executes them inside the ERP with intelligence purpose-built for tabular data where precision matters. Agents coordinate with each other across the process landscape rather than running as isolated bots. ### 4. Operations that compound Every exception and process change feeds back into the system automatically. Agent operating procedures are self-healing: they adapt to user feedback, rules, formats, and exceptions in real time. The platform gets smarter with every transaction, so operating leverage compounds rather than degrading over time. ## S/4HANA migration FlowGen Labs is designed to make an SAP S/4HANA migration pay for itself before cutover. Customers deploy FlowGen against their existing SAP ECC instance today, capture the institutional knowledge embedded in configuration and custom code, and carry the same clean-core Agent Operating Procedures forward to S/4HANA on day one. ### Start today, on ECC FlowGen connects directly to the existing SAP ECC system and discovers how processes actually run today by reading configuration, custom code, and transaction history in place. There are no workshops, no consultants, no multi-quarter discovery, and no waiting for the migration to finish. The same deployment that produces value on ECC plans the optimized reconstruction for S/4HANA. - Runs against ECC today, S/4HANA tomorrow. - Clean-core compliant. FlowGen never touches core SAP configuration. - Process knowledge captured pre-migration is reused post-migration. ### Live on day one of S/4 FlowGen Labs refactors the suboptimal Standard Operating Procedures running on ECC into clean-core, optimized Agent Operating Procedures running on S/4HANA. Business value compounds without compromising correctness, and tech debt is reduced as part of the cutover. - Procedures are portable across ECC, S/4HANA, and SAP BTP. - Self-healing logic adapts to schema and field-mapping changes. - Cutover risk is reduced because the agents already know how the work runs. More: [https://flowgenlabs.com/s4-hana-migration](https://flowgenlabs.com/s4-hana-migration) ## Use cases FlowGen Labs runs end-to-end processes inside the ERP, not advice or summaries. Common deployments include: - **Cash application**: Autonomous matching of incoming payments against open invoices, including the messy edge cases that traditional rules engines miss. - **Dispute resolution**: Agents triage, investigate, and resolve customer disputes against ERP data, escalating only when human judgment is required. - **Month-end closing**: Reconciliations, intercompany eliminations, and journal entries executed continuously instead of in a quarterly scramble. - **Transportation and logistics**: Planning, routing, exception handling, and carrier coordination grounded in live ERP and TMS data. - **Custom processes**: Any tabular, rules-plus-judgment workflow inside the ERP can be authored as an Agent Operating Procedure. ## Customer outcomes ### Veritiv Veritiv brought in FlowGen Labs to modernize SAP workflows. A working AI solution shipped in exactly four weeks. The deployed agents took over significant manual work and streamlined processes end-to-end. Annual process savings exceed nine million dollars. The work was completed while sticking to a clean-core SAP strategy. > "We brought in FlowGen Labs to help modernize our SAP workflows, and they delivered a working AI solution in exactly four weeks. The agents they deployed have taken over a lot of the heavy lifting, eliminating manual work and streamlining our processes end-to-end. By leveraging LLMs, we were able to accelerate our automation timeline while sticking to our 'clean core' strategy. This is a highly practical approach to SAP modernization that we plan to scale across the business." > — Sandy Iyer, Sr Director, Digital and Enterprise Applications, Veritiv ### Pacific Development Group Pacific Development Group used FlowGen Labs to audit the financial health of more than 2,500 properties in under 24 hours, with all data sourced directly from their ERP across every lease, payment, and tenant. The platform surfaced the worst performing properties, exposed gaps across the portfolio, de-risked annual revenue, and uncovered ROI hidden in years of historical data. FlowGen Labs is now the operating layer behind every tenant decision across the portfolio. > "All the data was already in our ERP. Every lease, every payment, every tenant across every mall. FlowGen Labs audited the financial health of 2,500+ properties straight from our ERP in under 24 hours and showed us the full picture for the first time. The worst performers, the gaps across the portfolio, exactly where to place new tenants. ROI that had been sitting in our historical data for years. We de-risked the year, and now FlowGen Labs is the operating layer behind every tenant decision we make across our portfolio." > — Saket Bansal, Executive Director, Pacific Development Corporation Ltd ## Integrations FlowGen Labs is designed to operate inside the customer's existing enterprise stack rather than as a parallel system. Supported integrations include: - **ERP**: SAP ECC, SAP S/4HANA, SAP BTP, Oracle NetSuite, Microsoft Dynamics 365, Workday, QuickBooks - **AI providers**: OpenAI, Anthropic - **Cloud**: AWS (VPC deployment), SAP BTP ## Trust and security FlowGen Labs operates inside the customer's most sensitive financial systems. The platform is built for the compliance, privacy, and auditability that enterprise finance demands. ### Compliance ready - SOC 1 and SOC 2 certified with continuous monitoring - Built for organizations that need to meet SOX requirements - Role-based access controls, approval checkpoints, and governance in every workflow ### Your data, your control - Deploy in the customer's own AWS VPC or on SAP BTP for full data isolation - Enterprise-grade encryption at rest and in transit - No customer data is shared with or retained by LLM providers ### Full audit trail - End-to-end logging across every decision, action, and exception - One-click evidence export for internal review and regulatory reporting - Complete transparency into how every process executes ## Pricing Pricing is outcome-based rather than seat-based or consumption-based. Customers pay against the operating outcomes the agents produce. ## How to engage To request a demo or evaluate FlowGen Labs for an enterprise deployment, visit [https://flowgenlabs.com/contact](https://flowgenlabs.com/contact) or email the team. ## Resources - Site: [https://flowgenlabs.com](https://flowgenlabs.com) - Product: [https://flowgenlabs.com/product](https://flowgenlabs.com/product) - S/4HANA migration: [https://flowgenlabs.com/s4-hana-migration](https://flowgenlabs.com/s4-hana-migration) - Blog: [https://flowgenlabs.com/blog](https://flowgenlabs.com/blog) - Contact / demo: [https://flowgenlabs.com/contact](https://flowgenlabs.com/contact) - Sitemap: [https://flowgenlabs.com/sitemap.xml](https://flowgenlabs.com/sitemap.xml) - llms.txt index: [https://flowgenlabs.com/llms.txt](https://flowgenlabs.com/llms.txt)