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Conversational AI product atmosphere—routing, guardrails, and rollout.

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Stack, constraints, and outcomes for this program—mirrors how we run client work under NDA in production.

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Computer VisionCVAI

Face Detection Security System

On-prem inference path with review UI, retention policies, and measurable alert precision.

Vision-based access and monitoring—precision and deployment context.

Overview

Real-time detection and tracking with operator workflows, signed media chains, and forensic export. Designed for sites that cannot ship raw video to public clouds but still need sub-second critical alerts.

Key results

Representative outcomes for this engagement.

  • 50K+ frames/min processed on edge GPUs
  • Alert precision improved 31%
  • Audit-friendly retention + exports

Features

  • Edge / on-prem GPU inference
  • Policy-driven recognition modes
  • Case management console
  • WORM-friendly archive hooks

Tech stack

PythonOpenCVTensorFlowgRPCPostgreSQL

Gallery

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Vision-based access and monitoring—precision and deployment context.

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Conversational AI product atmosphere—routing, guardrails, and rollout.
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LLM Document Copilot

Secure enterprise copilot over contracts and policies—citations, redaction, and workspace SSO.

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