Core923 Group ships production-grade AI — agentic workflows, generative AI, predictive ML, AI integrations into existing enterprise systems. Plus the Kubernetes platforms, cloud architectures, and zero-trust security that AI in regulated industries requires. Healthcare, finance, telecom — at the scale Microsoft, Netflix, Salesforce, and AWS operate at.
Six AI capability surfaces. Production-first. Regulated by default. The senior bench AI requires.
Multi-agent workflows. Tool use. Safety guardrails. Production observability that makes agents debuggable at 3am.
Explore →Retrieval-augmented generation with grounded sources. Closed and open-weight models. Hallucination defenses that hold.
Explore →Feature stores. Model registries. Eval harnesses. The boring infrastructure that lets data scientists ship to production.
Explore →Adding AI to existing enterprise systems — Salesforce, Epic, SAP. API-first patterns, event-driven AI, AI-as-a-service for internal teams.
Explore →Eval rigor. Bias monitoring. Audit trails. Kill switches. The discipline that lets regulated industries deploy AI.
Explore →Healthcare clinical AI. Financial fraud and risk. Telecom NOC intelligence. Domain models tuned for regulatory environments.
Explore →Production engineering across the modern enterprise stack. Each engagement starts with a senior architect — not a sales pitch.
Java microservices, .NET frameworks, modern integration patterns. We design systems that survive a decade and 100x scale.
Kubernetes, Docker, Terraform — the full platform stack. We ship resilient, observable infrastructure that ops teams trust.
Generative AI, predictive modeling, NLP, AI-driven testing. We move models from notebook to production — with monitoring, eval, and governance.
GCP-native architectures, large-scale Salesforce integrations, multi-region migrations. From greenfield builds to legacy lift-and-shift.
Program management, project ownership, Agile/Scrum at enterprise scale. Engineering leadership when your team needs the senior bench.
Cybersecurity, network security, zero-trust architecture. HIPAA, PCI DSS, SOC 2 ready — audited and shipped.
The industries we know best are the ones with the smallest margin for error. Every engineer on the engagement understands the compliance perimeter before they write a line of code.
HIPAA-compliant data platforms, secure PHI pipelines, and FHIR/HL7 integrations for hospital systems and digital-health vendors. We've shipped to regulated production at sub-100ms latency.
Secure financial structures, fintech platforms, and core-banking integrations. Real-time fraud detection, regulatory reporting, and audit-grade event sourcing for banks and payment networks.
High-traffic telecom platforms — billing, OSS/BSS modernization, network observability. We've operated systems handling 10⁹+ events/day with five-nines availability targets.
Senior engineering attention starts with a 30-minute conversation. No pitch deck, no bench-warming. We'll tell you within the first call whether this is something we can do well.