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.
Manual, automation, performance, chaos, security, DR, and scalability testing. We break things on purpose — so your users never have to.
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.
