Executive Brief
Venkata Peetla
Principal AI Architect
Principal AI Architect · SNH AI · since Sep 2026
Principal AI Architect at SNH AI. I architect digital employees that own regulated roles — verification, research, adjudication — inside the customer's existing systems, with policy, audit, and human review designed in.
Public reference systems (AegisAI, VAP, Enterprise RAG, ModelForge, Content Factory, ADRs) are forkable so the architecture is inspectable. They are not SNH or Lucid production binaries.
What I refuse: demo theater, soft multi-tenancy, governance bolted into the agent graph, and RAG that ranks before it filters. Trade-offs live in ADRs with live demos attached.
Before SNH: Sr. Staff Engineer at Lucid Motors (Nov 2023–Sep 2026), Staff at Volvo, platform lead at Kaiser (Apple/Google client work via Sparity). That production scar tissue is why I won't ship a chat demo and call it a platform.
Current work
- A digital employee owns a whole role — verification, public-records research, or adjudication — through to a completed case
- It runs in the customer's current systems, so a screening operation does not rebuild its stack first
- Every action stays explainable: what ran, why it decided, and where a reviewer still stops the case
- Capacity flexes with volume, and the audit log is something a compliance review can open
6
Spine review path (govern · orchestrate · RAG · models · publish · ADRs)
17
Catalogued ecosystem repos
37
Documented ADRs
19+
Years shipping production systems
Quantified Outcomes
- AI Agent Operations Automation: Staffing intensity reduced from 10 to 2 — Multi-agent automation for repeatable supply chain workflows — intake, validation, exceptions, routing — with governance and eval gates so autonomy didn't become a liability.
- Supply Chain EDI Re-Platforming: Multi-million-dollar annualized savings — Replaced SAP/TrueCommerce license-heavy EDI with owned full-stack architecture — lower recurring cost, faster change, stronger operational control.
- Gulf Payments Modernization: Multi-million-dollar annualized business impact — Stripe + GIB gateways for Gulf markets — regional payment foundation with broader transaction coverage.
- Governed AI Reference Stack: 18 catalog products · 17 catalogued ecosystem repos — AegisAI, VAP, Enterprise RAG, ModelForge, Content Factory, and ADR hub — 6-spine review path with Demo vs Strict labeled. Personal reference systems, not an employer's stack.
Live reference stack
- AegisAI — https://aegisai-enterprise-agent-platform.vercel.app
- Venkat AI Platform — https://venkat-ai-platform.vercel.app
- Enterprise RAG Platform — https://enterprise-rag-platform-eta.vercel.app
- ModelForge — https://modelforge-gamma.vercel.app
- DomainForge — https://domainforge-rag-peft.vercel.app
- VoiceForge — https://voiceforge-assistant.vercel.app
- AegisLoop AgentOps — https://aegisloop-agentops-workbench.vercel.app
- AI Content Factory — https://ai-content-factory-iota.vercel.app
- LoopForge — https://demo-omega-taupe.vercel.app
- vLLM Architecture Lab — https://vllm-architecture-lab.vercel.app
- Sentinel Brief — https://sentinel-brief-ruddy.vercel.app
- OmniForge — https://omniforge-flame.vercel.app
- AI Architect Practice Arena — https://ai-architect-practice-arena.vercel.app