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PRACTICAL THINKING FOR REAL-WORLD AI.

Ideas, lessons and technical perspectives drawn from our work across AI deployment, computer vision, agentic systems, data platforms, edge intelligence and digital product engineering.

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Articles, project lessons, product updates and technical perspectives from the people building at Truefox AI.

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PUBLISHED ARTICLES

Original Truefox AI workflow illustration for private AI knowledge assistant: source documents, access control, cited answersPrivate AI

Private AI for Enterprises: How to Build a Secure Knowledge Assistant

A practical Truefox AI guide to private AI knowledge assistant: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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Original Truefox AI workflow illustration for AI video analytics: camera stream, event analysis, human responseComputer Vision

AI CCTV Security: Designing Real-Time Video Analytics for Safer Sites

A practical Truefox AI guide to AI video analytics: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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Original Truefox AI workflow illustration for enterprise AI agents: task trigger, approval gate, audited actionAgentic Automation

Enterprise AI Agents: A Practical Guide to Governed Workflow Automation

A practical Truefox AI guide to enterprise AI agents: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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Original Truefox AI workflow illustration for biometric attendance: enrolment, liveness check, attendance auditBiometric AI

Biometric Attendance Systems: Privacy, Liveness and Workforce Operations

A practical Truefox AI guide to biometric attendance: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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Original Truefox AI workflow illustration for AI quality inspection: image capture, defect review, line decisionManufacturing AI

AI Visual Quality Inspection: From Defect Dataset to Factory Pilot

A practical Truefox AI guide to AI quality inspection: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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Original Truefox AI workflow illustration for healthcare AI document assistants: record access, draft summary, clinician reviewHealthcare AI

Healthcare AI Assistants: Safer Document and Administrative Workflows

A practical Truefox AI guide to healthcare AI document assistants: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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Original Truefox AI workflow illustration for industrial IoT edge monitoring: sensor data, edge gateway, operator alertEdge AI

Industrial IoT and Edge AI: Building Reliable Sensor Monitoring

A practical Truefox AI guide to industrial IoT edge monitoring: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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Original Truefox AI workflow illustration for retail computer vision analytics: store video, aggregate signal, staff actionRetail AI

Retail Computer Vision: Footfall, Queues and Shelf Analytics Explained

A practical Truefox AI guide to retail computer vision analytics: architecture, implementation, security, evaluation and common questions.

Truefox AI Inc. · 7 min read
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AI Strategy

How to Deploy AI in Business: Security, Costs and ROI in 2026

A practical guide to choosing an enterprise AI use case, planning secure deployment, estimating costs and measuring business return.

Truefox AI Inc. · 8 min read
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Private AI

Enterprise RAG and Private AI: Designing Answers Around Approved Knowledge

A practical framework for designing private enterprise AI assistants around approved knowledge, retrieval quality, access controls and evaluation.

Truefox AI · 6 min read
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Agentic Automation

Governed AI-Agent Workflows: Where Autonomy Needs Operating Controls

How to define useful AI-agent workflows around approved tools, business rules, human oversight and observable operating boundaries.

Truefox AI · 6 min read
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Computer Vision

Computer-Vision Feasibility for Quality Inspection: Questions to Answer First

A feasibility framework for evaluating whether computer vision can support a real quality-inspection workflow before production deployment.

Truefox AI · 6 min read
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Edge AI

Edge AI Architecture and Deployment: Designing for the Environment Where Work Happens

A practical guide to choosing edge, cloud or hybrid AI architecture around latency, connectivity, resilience, privacy and integration requirements.

Truefox AI · 6 min read
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Attention Minder app iconTRUEFOX AI · DIGITAL WELLBEING
NEW PRODUCTATTENTION MINDER

UNDERSTAND YOUR ATTENTION.
BUILD STRONGER FOCUS.

Attention Minder helps people understand their attention, build healthier focus habits and follow meaningful progress through guided assessments, personalised training and practical activities.

01

UNDERSTAND

Begin with self-guided or AI-assisted assessments that make attention patterns easier to recognise.

02

STRENGTHEN

Follow a personalised programme with focused lessons, videos, reading and practical exercises.

03

PRACTISE

Build memory, response control and task-switching skills through purposeful interactive activities.

04

PROGRESS

Review attention scores, activity performance, session history and weekly improvement in one place.

VIEW ON GOOGLE PLAY EXPLORE ATTENTION MINDER GUIDED · PERSONALISED · PROGRESS-FOCUSED

Attention Minder supports personal awareness, attention practice and everyday wellbeing. It does not provide a medical diagnosis or replace professional medical advice, diagnosis or treatment.

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