AI Service Portfolio
Eight core service categories. Full-stack AI ISP covering compute, data, models, applications, security, network, monitoring, and business services.
1. AI Compute Services
GPU/TPU acceleration, model serving, and inference endpoints for all AI workloads.
What we provide:
• Litert-LM + Gemma4-E2B private AI inference on both nodes (port 8182)
• Self-hosted — no external API dependency for core inference
• Scalable inference endpoints for LLM, vision, and speech models
• Pay-per-use or subscription pricing
• Dual-node redundant inference with automatic failover
2. AI Data Services
End-to-end data pipeline: ingestion, preprocessing, storage, and retrieval-augmented generation (RAG).
What we provide:
• Data ingestion from multiple sources (APIs, databases, files, streams)
• Automated preprocessing and cleaning pipelines
• Structured and unstructured data storage
• RAG pipelines with custom knowledge bases
• Vector storage and similarity search
• Integration with data lakes, warehouses, and streaming platforms
3. AI Model Services
Complete model lifecycle management: from experiment to production to retirement.
What we provide:
• Model fine-tuning with LoRA, QLoRA, and full fine-tuning
• Model deployment with canary and blue-green strategies
• Versioning and model registry
• A/B testing framework for model comparison
• Rollback capabilities for safe updates
• Performance monitoring: latency, throughput, accuracy
• Data drift and concept drift detection
4. AI Application Services
Custom AI application development, deployment, and scaling — from chatbots to autonomous agents.
What we provide:
• Custom AI application development tailored to customer needs
• Chatbot and virtual assistant deployment (white-label)
• Autonomous agent development and orchestration
• Full-stack AI-powered application build and deployment
• Integration with existing customer systems
• Scalable deployment across both nodes
• Multi-modal: image, audio, video processing capabilities
5. AI Security Services
Comprehensive security architecture: authentication, authorization, encryption, audit logging, and compliance.
What we provide:
• Zero-trust architecture — never trust, always verify
• UFW firewall with default-deny policy on both nodes
• SSH key-only access with no password authentication
• TLS 1.2/1.3 encryption for all external communications
• Nginx security headers (X-Frame-Options, X-Content-Type-Options, X-XSS-Protection, Referrer-Policy, Permissions-Policy)
• Rate limiting and DDoS protection
• Audit logging of all access and changes
• SOC 2 Type II, GDPR, PCI DSS, HIPAA compliance frameworks
6. AI Network Services
Intelligent network management: load balancing, traffic optimization, DDoS protection, and VPN.
What we provide:
• Nginx reverse proxy with load balancing across both nodes
• FRRouting (BGP, OSPF, EIGRP) for dynamic routing
• BIRD lightweight routing daemon
• nftables/iptables firewall with QoS (Cake AQM)
• WireGuard VPN for secure remote access
• OpenVPN and StrongSwan IPsec options
• CDN integration for global content delivery
• Traffic management with HTB, HFSC, CBQ QoS
• DDoS protection at the edge
7. AI Monitoring Services
Continuous monitoring, alerting, incident response, and SLA management across the entire system.
What we provide:
• Watchdog monitoring all endpoints on both nodes (Go core, Python backend, LiteRT-LM, ops dashboard)
• Autonomous review system — audits all logs, communications, interactions, and system activity
• Evening monitoring every 15 minutes on both nodes
• Continuous log parsing and anomaly detection
• Automated incident response and self-healing
• SLA tracking with proactive breach notifications
• Telemetry, logging, and alerting infrastructure
8. AI Business Services
Full business operations: customer onboarding, billing, support, reporting, and analytics.
What we provide:
• M2M commerce engine — 36 products, autonomous purchase flow
• Stripe integration for payment processing
• Automated invoicing and billing
• Customer onboarding — self-service signup and provisioning
• Support ticket management and routing
• Reporting and analytics dashboards
• Customer lifecycle management (prospect → onboarding → active → offboarding)
• Automated fulfillment — provisioning within seconds of payment
Technology Stack
OS: Ubuntu LTS (22.04+) — both nodes
Core: Go 1.24 — ABC-IO M2M commerce engine (16MB v4 binary)
Backend: Python 3.13 — website, LiteRT-LM inference, business logic
AI: LiteRT-LM Gemma4-E2B — private inference on both nodes (port 8182)
Web: Nginx — reverse proxy, SSL, static files, rate limiting, security headers
DB: SQLite — backend.db, 240+ tables, WAL mode, integrity-checked
Payments: Stripe (live keys configured) + PayPal
Networking: FRRouting, BIRD, nftables, WireGuard, OpenVPN, StrongSwan
Security: UFW, Fail2Ban, Suricata, ModSecurity, ClamAV, Wazuh, Keycloak
Monitoring: Watchdog, autonomous review system, evening monitor (15-min cron)
Storage: SQLite, IPFS (RD2), GlusterFS/Ceph ready for distributed storage
Automation: Ansible, Terraform, systemd services, self-healing watchdog