Production-grade architectures that deliver measurable business impact
Reference architecture for reusable agent factory extending GenAI accelerator playbooks with governance-by-default.
Targets faster delivery, lower orchestration cost, and governance-by-default for future accelerators.
Production governance framework for foundation models, agents, and multi-model workloads with compliance controls.
Designed governance-by-default approach moving teams from experimentation to compliant production.
GenAI accelerator replacing legacy moderation APIs to handle content classification under traffic surges.
Addressed moderation teams spending 70% of time on mechanical tasks; built MVP plus production path.
GenAI accelerator for expense management including policy extraction, rule engine, admin interface, and receipt ingestion.
Automated policy compliance checking and receipt processing with intelligent extraction.
GenAI accelerator combining AI-assisted development workflows with intelligent document processing from MVP to production.
Makes AI-assisted development first-class while extending document processing MVP into hardened production.
Well-architected review and LLM quality evaluation framework for existing multi-agent GenAI architecture.
Focused on fan-out efficiency, cost observability, and CI/CD-based LLM evaluation for production-grade operations.
Multi-agent copilot platform handling scheduling, onboarding, and daily check-ins via voice and chat for caregiving operations.
Phase 1 delivered with V1 and V2; production deployment path toward HIPAA-ready operations.
Global initiative packaging proven voice AI solution patterns for multiple prospects based on prior delivery references.
97% cost reduction per call and 70-80% automation rates based on production references.
NL analytics platform for sales call transcripts with graph database and retrieval-augmented generation pipeline.
Automated actionable insights from call transcripts; enabled production-scale analytics for sales teams.
Production-ready AI engine for marketing attribution, campaign analysis, and cohort reasoning using agentic analytics patterns.
Created production-ready AI decision engine and net-new revenue stream; launched faster than internal estimates.
Production-ready AI-assisted reporting creating monthly narratives and PDF/HTML reports from business data.
Delivered MVP pipeline and production-readiness artifacts; fully cloud-funded accelerator.
Company-wide skill-share sessions, workshops, and technical enablement for GenAI and agentic systems.
Built internal capability and repeatable knowledge sharing for accelerator delivery across teams.
Automated underwriting and credit risk assessment using GenAI to extract information from financial documents.
Reduces manual review effort and improves underwriting decisions with governed, auditable workflow.
Distributed LLM training benchmarking on custom hardware to compare training time and cost economics.
Evaluated GenAI training economics and performance for production planning.
GenAI-powered automation of real estate sales lifecycle with multi-modal agents and CRM integration across multiple geographies.
Reached production across multiple geographies and enterprise clients; flagship reference architecture.
AI-powered customer service call automation with working demo/MVP for enterprise contact centers.
Working MVP delivered; proven reference for voice AI cross-sell with 97% cost reduction per call.
Voice-activated scheduling system automating healthcare calls with agentic flows, replacing manual phone operations.
Reduced call-handling cost from ~$15 to <$0.01 per call; 97% cost reduction with 70-80% automation rate.
GenAI features for apparel image generation, model rendering, and sketch generation for design workflows.
Accelerated design workflows and improved UX for apparel design users.
Natural language to SQL generation with LLM compliance endpoints and training/workshop components.
Automated LLM compliance requests with rapid prototyping and roadmap facilitation.
Spanish-language production-ready agentic assistant for customer engagement via WhatsApp.
Completed accelerator used as reference case for partner materials and cross-sell.
Real-time sentiment and event detection from high-volume social feeds for disaster response.
Accelerates disaster detection; streamlines multi-language incident alerts and analysis.