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Case study · Fortune 500 manufacturer

Procurement queries cut from minutes to seconds.

A 90% reduction in data retrieval time across a global supply chain — without touching the underlying ERP.

A Fortune 500 manufacturer's procurement team was waiting minutes for answers their leadership needed in seconds. Their SAP environment held the data; it just couldn't be queried without specialized knowledge.

We built a Microsoft Copilot Studio integration sitting directly on top of the application layer. Business users ask questions in plain English; structured queries hit secure OData services in the background; answers come back in under a second.

The result: 90% faster procurement data retrieval, no SAP migration, no new query language for the team to learn.

copilot_integration.yaml
1# Conversational ERP layer
2target_system: "SAP_S4HANA"
3interface: "ODATA_SERVICES"
4
5nlp:
6 model: "azure_openai_gpt4"
7 ontology: "supply_chain"
8
9metrics:
10 latency_reduction: "90%"
11 query_precision: "99.8%"
12
13governance: "human_in_the_loop"
14status: "PRODUCTION"

Outcomes

50+
Engagements shipped
30 days
Typical pilot to production
5
Frameworks we align to
They came in after two larger firms told us the migration couldn't be done in our window. They shipped it in twelve weeks with zero downtime.
Director of Technology · State human services authority

Trusted when it matters most.

Cloud providers bring us their hardest customer implementations. We handle the edge cases: legacy modernization, AI in regulated environments, real-time data systems, and mission-critical platforms.

Any Cloud
Azure · AWS · GCP
Zero
Vendor lock-in

90% Faster Data Retrieval

Reduce latency in mission-critical decision loops through intelligent indexing and caching strategies.

30-Day Pilot to Production

Rapid time-to-value for complex enterprise systems. We ship production code while others are still planning.

Zero Security Incidents

Security-first architecture from day one. FedRAMP-aligned, HIPAA-ready, and NIST AI RMF 1.0-aligned by design.

Ready to architect what's next?

We'll walk through your stack, the constraints, and what a 30-day pilot would actually look like — no boilerplate decks.