Case studies

Healthcare. Clinicians' working knowledge was trapped in unstructured records — roughly 80% of it — slowing day-to-day decisions. A role-grounded knowledge assistant built on ECL-curated enterprise intelligence (L1), delivered in the clinician's flow of work. 40% reduction in diagnostic research time.

Manufacturing. Mainframe systems were blocking digital transformation. ASIMOV-led migration of 2.5M lines of COBOL to .NET (L3). 85% cost reduction and 10x deployment speed.

Technology / SaaS. A multi-team product codebase was losing semantic coherence. Semantic Engineering plus SPaaS for product configuration (L3). 53% component reuse and 85% reduction in initial development cost.

Financial Services. Manual wire transfer processing spread across 5 legacy systems. SPEX multi-agent orchestration with a Layer 1 knowledge graph (L1 + L2). $500K wires approved in 18 seconds with full compliance.

Healthcare. 80% of clinical knowledge was trapped in unstructured records, out of reach for analytics and AI. ECL knowledge curation plus durable enterprise intelligence (L1) over a governed foundation. 40% reduction in diagnostic research time.

Government. P1 incident resolution was averaging 45+ minutes. Agentic DevOps with knowledge-graph triage (L1 + L2). Resolution under 5 minutes, with knowledge that compounds over time.

Financial Services. Autonomous wire approvals had to be fast and fully defensible to regulators. SPEX agents acted under validation gates in the knowledge graph, with full provenance of every approval. $500K wires approved in 18 seconds with full, auditable compliance.