About Infracta™
GenAI Infrastructure for Systems That Can’t Fail
Company Overview
About Infracta™ (a division of Architecting Scale LLC)
Infracta™ is a GenAI infrastructure consultancy delivering regulation-ready, low-latency, multi-agent systems for high-governance sectors — including healthcare, public safety, finance, and federal agencies.
As a division of Architecting Scale LLC, we bring together a cross-functional team of AI infra architects, DevSecOps engineers, compliance strategists, and technical program leads. Collectively, we’ve led:
- $1B+ in transformation programs across AI and cloud modernization
- 50M+ sensitive records secured and queried via privacy-preserving LLM pipelines
- 60%+ deployment acceleration via infrastructure-as-code (IaC) and reusable orchestration patterns
- 80%+ latency reductions across production-grade RAG systems
- 99.99% availability across mission-critical AI workloads
- 30+ compliance frameworks supported across HIPAA, FedRAMP, SOC 2, CJIS, GDPR, and more
- 300+ technical personnel trained on GenAI best practices, safety, and observability
- 3–5x ROI uplift delivered via automation, tuning, and risk mitigation strategies
- 40% reduction in legal/compliance burden via explainable AI and auditability tools
- 1B+ tokens analyzed monthly across multi-cloud, containerized environments
We specialize in aligning cutting-edge AI with real-world constraints — delivering LLM observability, token-level traceability, data privacy, scalable inference, and developer-ready deployment pipelines.
Whether you’re launching a GenAI platform, re-architecting for auditability, or scaling from pilot to production, Infracta™ ensures your systems don’t just perform — they pass inspection.
We build, deploy, and operationalize:
20M
+
Production systems serving 20M+ users
50M
+
In annualized risk mitigation across fraud, legal, and compliance use cases
45
%
Reduction in model latency across enterprise GenAI pipelines
37
%
Infrastructure cost savings on average per deployment via optimization and orchestration
6
+
Fortune 100 and federal programs, including IRS, GSA, and global banks
300
+
Stakeholders trained across engineering, security, ops, and risk
65
+
Reusable infrastructure modules built across Bedrock, NeMo, Azure, and on-prem RAG stacks
5M
+
In infra investment decisions directly shaped by our advisory work
Our Architecture
Our systems are built for scale, trust, and speed — supporting everything from recursive memory frameworks and secure vector pipelines to token-level audit logging and role-aware retrieval.
Designed for regulated and production-critical environments, our architecture ensures:
- 99.99%+ uptime with self-healing infrastructure and automated failover
- 70% reduction in audit prep time via built-in traceability and compliance tooling
- 60% faster onboarding through modular, role-specific workflow integration
- 50% shorter deployment cycles with fully codified CI/CD pipelines
- Sub-5s end-to-end LLM response latency across hybrid cloud deployments
We don’t just enable adoption — we accelerate time-to-impact while raising the bar on reliability and oversight.
Mission, Vision & Differentiators
Our Mission
To enable enterprise and public-sector organizations to deploy safe, performant, and auditable GenAI infrastructure — at speed and scale.
Our Vision
AI systems should be as accountable and resilient as they are intelligent. We design infrastructure that ensures autonomy doesn’t come at the cost of oversight.
Why Clients Choose Infracta™
We believe the best architecture disappears — but leaves behind systems that scale, adapt, and deliver results with integrity. Our approach blends technical depth with cross-functional clarity, enabling faster onboarding, measurable outcomes, and audit-readiness from day one.
| Differentiator | Quantified Impact |
| Performance at Scale | Up to 45% latency reduction, 50% cut in retraining cycles, and 3× faster model rollout across EKS + Bedrock orchestration |
| Enterprise ROI | 37% average reduction in cloud and compute costs, $5M+ in investment strategy influenced, 2–4 weeks faster time-to-value |
| Security & Compliance | Delivery in 100% FedRAMP Moderate, HIPAA, SOX, and IRS 48-12 environments; reduction of pre-deployment audit cycles by 70%+ |
| Multi-Platform Expertise | Deployment across 5+ LLM ecosystems, including AWS Bedrock, Azure OpenAI, NeMo, LangChain, and on-premise RAG stacks with <5s semantic inference latency at 50–100GB/day throughput |
| Full-Stack Delivery | 5+ enterprise LLM systems delivered end-to-end; 300+ cross-functional team members onboarded; sub-3 day setup of RBAC, CI/CD, and vector pipelines in live cloud environments |
About Our Founder
Cora Jones is the founder and Principal Architect of Infracta™, where she leads multidisciplinary teams in deploying AI infrastructure at national and global scale.
Just over the past 18 months, her leadership has driven:
50
M
In risk avoidance across AI fraud systems, legal document traceability, and regulatory workflows
40
+
Enterprise-grade architecture documents delivered for Fortune 100s and federal clients
50
M
In risk avoidance across AI fraud systems, legal document traceability, and regulatory workflows
40
+
Enterprise-grade architecture documents delivered for Fortune 100s and federal clients
50
M
In risk avoidance across AI fraud systems, legal document traceability, and regulatory workflows
40
+
Enterprise-grade architecture documents delivered for Fortune 100s and federal clients
Cora’s career spans federal modernization, global banking, and early-stage innovation. She ensures every system is engineered for 99.9% uptime, sub-5s latency, and token-level auditability.
But more importantly — she leads a team that delivers.
Get Started
Available for consulting, fractional leadership, or speaking
Remote-friendly, open to global partnerships in AI and Cloud.