ElSift Intelligence Infrastructure
ElSift Enclave & ElSift Edge- ElSift Intelligence Infrastructure
Private, Secure, and Adaptive AI for Enterprise Operations
Build your sovereign AI foundation with ElSift Intelligence Infrastructure, deploying powerful AI models where you need them most, from centralized data centers to distributed edge devices, all within your complete control.
ElSift Intelligence Infrastructure delivers enterprise-grade AI capabilities on your terms. Unlike cloud-dependent solutions that expose your data to third parties, our platform ensures complete data sovereignty, regulatory compliance, and operational independence.
Regulated industries face impossible choices adopt AI and risk compliance violations, or maintain compliance and miss AI transformation. Cloud AI services create data exposure, vendor lock-in, and unpredictable costs that scale with success.
ElSift provides a complete, sovereign AI stack built on two complementary pillars centralized intelligence for training and governance (ElSift Enclave), and distributed intelligence for real-time operations (ElSift Edge). Your data never leaves your infrastructure. Your models run on your terms. Your AI capabilities scale without compromise.
Key Capabilities
End-to-end deployment of LLaMA 3, Mistral, Falcon, Yi, or custom models
Verified model downloads and cryptographic integrity checks
Encrypted storage and version control for every model
Multi-model parallel hosting for different departments or workloads
Hot-swap and rollback for zero-downtime updates
Secure sandboxing and compute isolation
Outcome → Deploy production-ready AI without exposing a single byte of internal data.
Model Training & Fine-Tuning
Build Intelligence Unique to Your Business
ElSift Enclave transforms your proprietary data into private intelligence. Train or fine-tune models within your environment to understand your terminology, your workflows, and your customers.
Key Capabilities
Distributed training orchestration optimized for your GPUs
Automated dataset preparation & validation pipelines
Hyperparameter tuning & experiment tracking
Real-time training dashboards and visualization tools
Model evaluation, benchmarking, and A/B testing
Queue-based job scheduling and resume-from-checkpoint recovery
Post-training export & optimization utilities
Outcome → Own models that speak your business language and stay completely inside your firewall.
High-Availability Architecture
AI That Never Goes Down
Mission-critical systems demand reliability. ElSift Enclave delivers 99.99 % uptime through redundant clusters, predictive monitoring, and automated failover built to run nonstop.
Key Capabilities
Multi-node cluster deployment & configuration
Continuous health monitoring and smart alerts
Predictive failure detection via machine-learning diagnostics
Automated backup and disaster recovery
Multi-datacenter and regional redundancy options
Capacity planning and scaling recommendations
Performance tuning and 24/7 monitoring
Outcome → Always-on AI performance with enterprise-grade resilience.
Model Optimization & Performance
Do More with Every GPU Cycle
Maximize speed, accuracy, and efficiency. ElSift Enclave applies advanced optimization techniques compression, quantization, and runtime tuning — so your models run faster and cost less.
Key Capabilities
Automated model profiling and performance analytics
Multi-stage optimization pipeline with benchmarking reports
A/B comparison of optimized vs. baseline models
Hardware-specific tuning (NVIDIA, AMD, Intel, Apple Silicon)
Custom optimization for specific workloads
One-click rollback and validation framework
Outcome → Higher throughput, lower latency, reduced hardware costs.
Why Enterprises Choose ElSift Enclave
Zero Data Leakage → All compute and storage stay behind your firewall.
Regulatory Readiness → Compliant with HIPAA, GDPR, SOC 2, and data-residency laws.
Vendor Freedom → Run any open-source or proprietary LLM — no lock-in.
Elastic Performance → Scale seamlessly from pilot to global deployment.
Operational Visibility → Comprehensive dashboards, audit trails, and metrics
ElSift Enclave - Your Private AI Core
Enterprise-grade Generative AI, fully under your control.
ElSift Enclave is a complete on-premise Large Language Model (LLM) platform that lets enterprises deploy, train, fine-tune, and operate advanced AI entirely inside their own infrastructure.
No external dependencies. No cloud exposure. Just Fortune 500-class AI performance with total data sovereignty, compliance, and operational control.
Private Model Deployment
Your Data. Your Model
Turn your enterprise into its own AI powerhouse. Deploy and manage open-source or custom LLMs securely within your network perimeter maintaining full control over every parameter, version, and update..
ElSift Edge — Intelligence at the Source
Empower real-time intelligence where it matters most.
ElSift Edge brings the power of generative AI directly to your field operations, retail floors, local servers, kiosks, and edge devices enabling real-time decision-making, ultra-low latency, and complete offline capability. With ElSift Edge, your AI doesn’t rely on the cloud it lives where your data is created, ensuring privacy, speed, and resilience even in disconnected or secure environments.
Edge-Optimized Models
Smarter AI, Smaller Footprint
Run advanced AI models efficiently on edge devices without compromising accuracy.
ElSift Edge delivers optimized, compressed, and quantized models that perform reliably on limited hardware from embedded devices to industrial gateways.
Key Capabilities
Intelligent model selection based on device class and workload
Automated model compression and quantization pipelines
Accuracy-preserving optimization for resource-constrained environments
Edge-specific fine-tuning for contextual performance
Platform-specific model packaging and deployment
Benchmarking and performance profiling across hardware targets
Continuous model updates and version tracking
Outcome → High-performance AI at the edge with reduced compute cost and minimal footprint.
Offline-First Operation
Always-On Intelligence
Operate without the internet. ElSift Edge delivers full AI functionality in air-gapped or disconnected environments, ensuring continuity in mission-critical or remote scenarios.
Key Capabilities
Self-contained runtime for 100% offline operation
Local model management, updates, and validation
Offline diagnostics and analytics dashboards
Sync queue for deferred updates when reconnected
Local data storage and logging with rollback protection
Backup and recovery workflows for field devices
Automated conflict resolution after reconnection
Outcome → Continuous AI performance even in remote, secure, or network-limited environments.
Low-Latency Inference
Real-Time Decisions, Zero Delay
When milliseconds matter, ElSift Edge delivers. Optimized for low-latency inference, it ensures consistent response times for customer interactions, predictive maintenance, and time-sensitive automation.
Key Capabilities
Latency profiling and real-time performance monitoring
SLA-based inference tuning and validation
Load and stress testing for peak-time performance
Hardware-specific performance tuning
Intelligent caching and pre-warming strategies
Real-time diagnostics dashboards and alerts
Predictive scaling across local compute clusters
Outcome → Consistent, near-instant AI performance in high-demand environments.
Distributed Deployment
Manage Thousands of Edge Nodes Effortlessly
ElSift Edge offers centralized orchestration of AI workloads across hundreds or thousands of edge locations seamlessly integrating with ElSift Enclave for unified governance.
Key Capabilities
Central management console with integrated Enclave control
Device inventory and lifecycle tracking
Remote deployment, versioning, and staged rollout automation
Health and connectivity monitoring
Remote diagnostics, policy enforcement, and configuration management
Group-based targeting and scheduling
Bandwidth-efficient update distribution and rollback options
Outcome → One-click visibility and control over your entire edge AI fleet.
Resource Efficiency
Maximum Output, Minimal Overhead
ElSift Edge maximizes the performance of modest hardware through intelligent optimization, balancing compute power, power consumption, and thermal limits.
Key Capabilities
Hardware capability assessment and compatibility scoring
Power and thermal optimization frameworks
Energy efficiency monitoring and reporting
Dynamic resource allocation for multi-tenant devices
Cross-platform optimization for embedded and server-grade edge nodes
Multi-tier deployment support for diverse hardware types
Outcome → Sustainable, cost-efficient AI deployments at scale.
Local Data Privacy
Your Data Never Leaves the Edge
ElSift Edge ensures that every inference happens locally, with no data transmission to external networks ideal for regulated industries and privacy-first operations.
Key Capabilities
Privacy-by-design architecture and data flow isolation
Local PII detection and handling frameworks
On-device anonymization and telemetry masking
Compliance-ready audit trails and documentation
Secure deletion and data minimization services
Configurable privacy levels for different jurisdictions
Outcome → Total compliance and trust, with zero exposure of sensitive data.
Why Enterprises Choose ElSift Edge
Real-Time Intelligence → Instant insights, even offline.
Operational Resilience → Works anywhere from smart factories to remote field sites.
Unified Control → Manage all edge AI nodes through your Enclave control plane.
Hardware Flexibility → Runs efficiently across embedded systems, servers, and IoT devices.
Compliance-Ready → Full data privacy, security, and governance controls.
Extend Your AI. Empower Your Edge.
Bring intelligence to the frontlines of your enterprise — securely, efficiently, and autonomously