Services (AI‑first)
We deliver AI automation as a production service—from edge vision modules to the infrastructure that runs them 24/7.
Start with outcomes: identity‑aware security, automated inspections, event pipelines and deterministic actions. Then we integrate compute, network and operations to keep it reliable.
What we deliver
AI-first modules + the infrastructure and operations to run them reliably.
AI automation deployments
Local LLM orchestration + policies for natural language → JSON actions, with audit-ready controls.
Vision Hub integration
YOLO detection, face recognition, QR workflows, unattended objects and snapshot events—tuned for reliability.
Event pipeline & UI
Event ingestion, listing APIs, storage hierarchy, rate limiting and dashboards for operations.
Hybrid infrastructure
Azure/Local patterns, IaC, observability and secure networking for AI workloads.
Datacenter operations
Monitoring, patching, backup and DR planning with SLAs and clear procedures.
Web & API engineering
Portals, integrations, dashboards and secure APIs to connect your workflows.
AI automation (end‑to‑end)
We implement the full chain: natural language control, policy checks, deterministic execution and event visibility.
- ✓Local LLM orchestration (Ollama) with deterministic settings
- ✓Optional fast parser for low‑latency commands
- ✓Action JSON contracts + safety gates
- ✓Structured logging, health checks and watchdogs
Vision & identity security
Unknown persons are flagged as intruders. Authorized persons are allowed while unattended or forbidden objects can still trigger alarms.
- ✓YOLO object detection + confirmation frames
- ✓Face enrollment + matching (cosine distance)
- ✓Unattended objects with authorized grace period
- ✓QR detection for workflow triggers
- ✓Snapshot + metadata per event
Robotics workflows
Deterministic action plans triggered by language and events—designed for inspections and operational tasks.
- ✓QR waypoint workflows
- ✓Action plan execution with safety gates
- ✓Health metrics + watchdogs
- ✓Reporting with snapshots and evidence
Infrastructure foundation
Compute, storage, network and operations aligned for AI vision + events — reliable and secure on‑prem.
- ✓Private networking, VPN and firewall policies
- ✓Observability: logs, metrics and alerts
- ✓Backup strategy + retention policies
- ✓Azure/Local compatibility for edge deployments
Cloud & Microsoft 365
Hybrid identity and collaboration services with security policies and audit trails.
- ✓Tenant setup, migration and identity management
- ✓MFA, conditional access and DLP
- ✓Teams/OneDrive/SharePoint governance
- ✓Audit and reporting
Datacenter operations 24/7
We keep systems healthy: monitoring, incident response, patching and DR exercises.
- ✓SLA-aligned response procedures
- ✓Capacity and performance tuning
- ✓Backups + restore testing
- ✓Security audits and documentation
Web & API engineering
Dashboards, portals and integrations that connect AI modules to your business workflows.
- ✓Secure APIs + auth
- ✓Dashboards and reporting
- ✓Integrations (ERP/CRM/notifications)
- ✓CI/CD pipelines and testing
Tell us what you want to automate
We’ll propose a clear architecture and rollout plan—optimized for offline/on‑prem operation.