End-to-End Procurement Architecture from Requisition to Analytics

Authors

  • Kartheek Chandra Ambati Sr Systems Engineer, CSCS, USA Author

DOI:

https://doi.org/10.15662/808j7a64

Keywords:

Source-to-Pay (S2P), Supply Chain Disruptions, Digital Procurement Framework, Blockchain, Internet of Things.

Abstract

Denny's and CSCS (in conjunction with HAVI) deployed a cloud-based Source-to-Pay (S2P) solution powered by Ivalua for all 3400 restaurants within 15 months to reduce the risk of supply chain disruptions having a major financial impact on Denny's restaurant operations. The approach of employing a phased rollout led to savings of 18%, equating to $12 million in costs for each year of the project's duration additionally, it allowed for a number of major achievements such as provision of a digital procurement framework, created over multiple older systems. There were also great efficiencies realized through the projects execution due to a 92% first-time match rate and the ability to complete procurement cycles within only 72 hours as opposed to 45 days. Technical innovations achieved included real-time connectivity with SAP/EDW, creation of custom ticketing solutions, creation of analytical reports to deliver information through multiple dashboards used for transaction monitoring. The project established the benefits delivered through the phased approach to deployment, reduced risk to an organization due to implementation decisions and demonstrated the importance of AI-ready cloud architecture for rapid procurement agility. Movement forward will continue by incorporating blockchain, Internet of Things monitoring and generative AI will further expand and enhance savings and position Denny's / CSCS as a leader in digitalizing food service procurement.

References

1. “Procure-to-Pay: P2P Process Key Steps and Best Practices (2025)”, Dec 28, 2021, https://www.pipefy.com/blog/procure-to-pay/.

2. “Source-to-Contract vs. Procure-to-Pay: Why AI- powered Integration Delivers Greater Value”, January 06, 2025, https://www.gep.com/blog/technology/ai-powered- integrated-s2c-p2p-systems.

3. “Key Strategies for Effective Procurement Data Management”, Amy Deiko, February 14, 2025, https://www.controlhub.com/blog/procurement- data-management.

4. “An Integrated and Flexible Spend Management Solution”, Feb 13, 2014, https://www.sdcexec.com/safety-security/risk- compliance/news/11311498/ivalua-inc-this-system- manages-the-purchasing-process-from-complex- and-multiple-sourcing-events-to-contract- management-and-invoice-price-variance-analysis

5. “How STRABAG streamlined procurement on the

Ivalua platform”,

https://www.finconsgroup.com/case-studies/how- strabag-streamlined-procurement-on-the-ivalua- platform.kl.

6. “Effective Data Migration Strategies for Procurement Systems in SAP Ariba”, Phanindra Kumar Kankanampati, Rahul Arulkumaran, Shreyas Mahimkar, Aayush Jain, Dr. Shakeb Khan, Arpit Jain, October - December 2021, http://doi.org/10.36676/urr.v8.i4.1389.

7. “Key Opportunities and Challenges of Data Migration in Cloud: Results from a Multivocal Literature Review”, Arif Iqbal, Ricardo Colomo- Palacios, 2019,

https://doi.org/10.1016/j.procs.2019.12.153.

8. “Data Migration Strategies in SAP S4 HANA: Key Insights”, DIGNESH KUMAR KHATRI, OM GOEL, Dr. Mukesh Garg, 2023, https://www.ijnrd.org/papers/IJNRD2305A13.pdf.

9. “Master Data Migration and Integration Strategies for Global Oracle Cloud ERP Deployments”, Vinay kumar Gali, Prof.(Dr.) Avneesh Kumar, January 2025, https://www.jetir.org/papers/JETIR2501185.pdf.

10. “S/4HANA Public Cloud Series – Should You Take a Big Bang or Phased Approach”, June 5, 2023, https://sapours.com/blog/s-4hana-public-cloud- series-should-you-take-a-big-bang-or-phased- approach/.

11. “Big bang vs. phased ERP implementation: Which is best?”, Eric St-Jean, 02 Feb 2024, https://www.techtarget.com/searcherp/tip/Big- bang-vs-phased-ERP-implementation-Which-is- best.

12. “System Conversions: The Pros and Cons of a Big Bang vs Phased Implementation Approach”, Steve Traut, August 22, 2022, https://www.superiorpress.com/blog/big-bang- versus-phased-implementation.

13. “ServiceNow S2P Leads to Procurement Transformation at Gaming Publisher”, David Kirkpatrick, 05/02/25, https://corexcorp.com/case- studies/servicenow-s2p-leads-to-procurement- transformation-at-gaming-publisher.

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Published

2026-02-28

How to Cite

End-to-End Procurement Architecture from Requisition to Analytics. (2026). International Journal of Engineering & Extended Technologies Research (IJEETR), 8(1), 246-251. https://doi.org/10.15662/808j7a64