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Deployment & Inference
7
min read

Serverless Workflows and APIs for Computer Vision

On August 7th, 2025, OpenAI released GPT-5, the newest model in their GPT series. GPT-5 has advanced reasoning capabilities and, like many recent models by OpenAI, multimodal support. This means
Lamar Giggetts
Jun 1st, 2025
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Applications / Use Cases
5
min read

Real-Time Sports Analytics: From Pickleball Ball Tracking to Scalable CV Pipelines

Modern computer-vision workflows often involve multiple specialized agents (image classifiers, annotation tools, QA reviewers, billing trackers) working together. An LLM-based orchestrator can plan and route tasks across these agents (think cognitive orchestration) where the “master agent” uses context and SOPs to decide the next step.
Shawn Wilborne
Jun 8th, 2025
Lidvizion Insights

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Curious minds never stop learning. That’s why we created this blog to bring you valuable insights, practical tips, and thought-provoking reads that help you stay ahead and make smarter decisions

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min read

India AI Impact Summit 2026

This week’s India AI Impact Summit and the parallel India AI Impact Expo are being hosted at Bharat Mandapam in New Delhi, framed by the government as a Global South, hosted platform for “responsible and inclusive AI” and built around three pillars…People, Planet, Progress.
Sai Hemanth Gummadapu
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Data & Annotation
4
min read

Active Learning and Data Labeling Workflow for Computer Vision (From Pilot to Production)

Computer vision systems improve when you make labeling and retraining a routine, not a special event. Active learning is a set of tactics to label the
Shawn Wilborne
Dec 1st, 2025
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Security & Governance
4
min read

Multi Tenant AI SaaS Architecture on AWS and MongoDB (A Practical Guide)

If you are turning an AI workflow into a SaaS product, the hardest parts are usually tenancy, security, and operations. This post outlines a practical multi tenant arc
Shawn Wilborne
Nov 24th, 2025
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Security & Governance
4
min read

Audit Logging and Provenance for AI Workflows (AWS and MongoDB Patterns)

If an AI system affects legal, financial, or compliance outcomes, you need to answer: what happened, when, why, and who approved it. This post outlines audit logging a
Shawn Wilborne
Nov 17th, 2025
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Monitoring & Analytics
4
min read

Cost Optimization for AI Document Pipelines on AWS (A Playbook)

AI document pipelines can get expensive fast if they are built like prototypes. This post covers practical levers to reduce cost without sacrificing reliability. Cost drivers i
Shawn Wilborne
Nov 10th, 2025
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Data Management
4
min read

Human in the Loop Document Review UI (Architecture on AWS and MongoDB)

Fully automated document extraction is rare in real operations. The difference between a pilot and a production system is usually a clean human in the loop layer that ha
Shawn Wilborne
Nov 3rd, 2025
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AI Web Apps
5 min read

Custom AI Agents & Tools

From GPT-powered chatbots to smart automations, we craft AI solutions tailored to your workflow.

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Learning Tools
5 min read

Interactive Quizzes & Dashboards

Engage users with branching quizzes, real-time scoring, and analytics—built for educators and teams.

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3D Simulations
5 min read

Lightweight 3D & Visuals

Bring ideas to life with Three.js-powered simulations and interactive 3D experiences.

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Full-Stack MVPs
5 min read

React + Node MVP Launches

Rapidly launch scalable products using our modern tech stack—React, Node, AWS, and more.

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