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What Makes NexaStack Different
NexaStack empowers enterprises with adaptive, secure, and measurable AI agents through five foundational pillars that drive scalability, compliance, and real business outcomes
Unified Inference Engine
Agent Framework
RL as a Service
Observability
Private Cloud Compliance
Unified Inference Engine
Run any model, anywhere — from large language models to vision and multimodal AI. The Unified Inference Engine seamlessly supports cloud, on-prem, and edge environments, ensuring consistency, high performance, and reduced operational overhead. Enterprises get freedom of choice without lock-in.
Composable Agent Framework
Build adaptive, modular agents that can be composed into secure workflows. The Composable Agent Framework allows enterprises to design operators, not just copilots, with granular controls for scalability, governance, and custom execution paths tailored to real business needs.
RL as a Service
Reinforcement Learning as a Service provides safe, enterprise-ready training environments. Agents can be simulated, stress-tested, and continuously optimized using reward models aligned to compliance, cost efficiency, and performance outcomes — ensuring they keep improving after deployment.
Observability & Evaluation
Gain full visibility into every agent decision with rich logs, metrics, and traces. Observability & Evaluation integrates seamlessly with enterprise monitoring stacks, providing audit trails, performance evaluations, and transparent reporting that make AI measurable, explainable, and trustworthy.
Private Cloud Compliance
Deploy AI with enterprise-grade trust. Private Cloud Compliance ensures secure deployments aligned with PCI-DSS, SOC2, ISO, and industry-specific mandates. NexaStack gives enterprises the confidence to scale AI while meeting regulatory, privacy, and risk management requirements.
Unified Architecture for End-to-End AI Operations
One unified platform — from orchestration to observability to edge deployments — designed to deliver end-to-end AI operations with scalability, compliance, and intelligence built in
AgenticOps Platform
This layer powers workflow orchestration and automation across the ecosystem. It manages agent lifecycles, incident resolution, and observability pipelines with policy-driven guardrails. Built for extensibility, it integrates seamlessly with enterprise tools while ensuring secure, reliable execution at scale
Edge Intelligence Factory
This layer enables vision AI, physical AI, and on-device compute at the edge. By deploying optimized inference pipelines closer to data sources, it reduces latency, ensures faster decision-making, and supports high-performance workloads in real-world environments such as factories, cameras, and IoT networks
RL as a Service
This feedback loop layer provides continuous reinforcement learning for agent optimization. It captures operational data, retrains models in real-time, and deploys updated agents with minimal disruption. The result is an adaptive platform that improves performance and accuracy the longer it runs.
AI Infra Layer
This foundational layer delivers the inference engine, compliance framework, and system monitoring. It ensures high-availability compute, data security, and regulatory adherence while providing observability into model performance. Designed for scalability, it abstracts hardware complexity and guarantees enterprise-grade reliability.
Reinforcement Learning as a Service
Continuously improve agents with safe training, simulation, and reward modeling
Training Loops
Run iterative learning cycles where agents refine decisions through controlled feedback
Policy Tuning
Shape agent behavior with reward functions optimized for compliance, cost, and efficiency
Continuous Rollout
Deploy updated models into production agents with minimal disruption and maximum safety
Accelerated Value, Higher ROI
Maximize returns with faster resolutions, optimized infrastructure, and measurable business outcomes
Visual AI, From Frames to Actions
Turn camera streams into enterprise decisions with agentic orchestration—private, fast, and reliable
Agents sync CV insights to inventory and replenishment.
CV on goods triggers ERP and supply-chain workflows
Traffic CV drives multi-agent coordination of signals, transport, and energy
Manufacturing, Vision-Driven Uptime
Computer Vision + AgentOps to lift throughput, quality, and OEE across lines
CV + Agent SRE correlates signals and auto-remediates
Model outputs trigger alerts, re-routes, and reporting
Energy optimization → CV sensors + Xenonify tune compute usage and cost
Surveillance & Security, See → Correlate → Act
Go beyond raw alerts with MetaSecure and agentic workflows that prioritize and prove
Routed into MetaSecure playbooks.
Agents cross-check CV with logs/sensors to escalate only critical events
Compliance reports auto-assembled with evidence and timelines
Agentic Workflows with Intelligent AI Agents
Deploy agentic workflows across cloud, edge, or private infrastructure — with full observability, policy control, and human-in-the-loop
Model Library and Frameworks Supported
Deploy Responsibly with AI Quality and Goverenance
Ray
Flyte
PyTorch
Keras
ONNX Runtime
vLLM
DeepSpeed
DeepSeek
Llama
Mistral AI
Stable Diffusion
Whisper
Featured Use Cases
Discover powerful real-world applications of our platform—automating workflows, enhancing decisions, and accelerating outcomes across industries with intelligent AI
Finance
Manufacturing
Telecom
Energy
Surveillance
Enterprises
Fraud Detection and Prevention
Real-time graph/sequence models with agent watchdogs; instant blocks & escalations
Regulatory Compliance Monitoring
Agents scan policies/transactions/comms, auto-generate evidence, and keep decisions auditable
Credit Risk & Underwriting
Explainable hybrid (tabular + LLM) scoring under policy control, deployable in VPC/on-prem
Personalized Advisory Copilot
RAG copilots with human-in-the-loop, PII-safe in private cloud across web/IVR/chat
Visual Quality Inspection
Edge cameras detect defects, track yield, and push OTA model updates fleet-wide, helping ensure higher accuracy and consistency across production lines
Predictive Maintenance
Time-series + vision forecast failures; agents plan jobs/spares and verify fixes
Autonomous Material Flow
RL agents optimize AGV/robot routes and dock sequencing within safety constraints
Digital Work-Instructions Copilot
Multilingual SOP retrieval + step verification via vision; audit every action
Network Anomaly & Self-Healing
Agents observe logs and traces, detect faults in real time, and trigger automated playbooks in the NOC to restore services quickly
Care Copilot & Agentic IVR
Multilingual containment with CRM/RADIUS/BSS adapters; clean handoffs to humans
Field/Tower Inspection
Drone/body-cam edge vision flags corrosion, tilt, or cable issues; syncs to tickets
Revenue Assurance & Fraud
Detect SIM-box/cloning/roaming abuse from streams; evidence and case automation
Asset Health & Predictive Maintenance
Turbines, pumps, and pipelines are continuously monitored as agents forecast MTBF, detect early signs of failure, and dispatch work orders before downtime occurs
Emissions & Flare Monitoring
Vision at sites tracks thresholds, triggers alerts, and compiles compliance reports
Load Forecasting & Balancing
Short-term demand forecasts + RL suggestions for optimal dispatch and peak shaving
Safety & Hazard Detection
PPE/fire/smoke/leak detection at the edge with offline-tolerant alerting
Perimeter Intrusion & Loitering
Multi-camera tracking enables real-time detection of intrusions, with unknown-person alerts, privacy-aware redaction, and automated SMS/IVR notifications to security teams
Access & Identity Control
Face/ID match (consent-aware), anti-tailgating, on-prem directory/LDAP integration
Incident Triage & SOC Copilot
Agents correlate video + logs (MetaSecure), prioritize threats, draft reports
Workplace Safety Compliance
PPE/fall/unsafe-zone detection with full audit trails and KPI dashboards
Retail Shelf & Planogram
Agents monitor on-shelf availability, product facings, and price integrity at the store edge, while feeding central analytics for compliance checks and automated recalls
Logistics & Yard Intelligence
Pallet/vehicle tracking, dock scheduling, heatmaps for throughput gains
Document & Visual Data Capture
IDs/invoices/bills of lading via OCR+LLM, redaction, and lineage tracking
Space Utilization & Footfall
Occupancy/queue analytics for staffing and layout optimization with privacy safeguards
Pricing
Complete Automation Solution for Enterprise
Self-Hosted (On-Premises)
Annual pricing per workplace for full control and customization
SaaS
Flexible pay-as-you-go model for scalable usage
Enterprise
Tailored pricing for large-scale deployments and custom requirements
