Built by
our team.

---
title: "Work: AI, Product & Technology Systems"
description: "AI workflows, integrations, product systems, custom software and production architecture designed and built by the Lid Vizion team."
url: https://lidvizion.ai/work/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---

Work

# Built by our team.

AI workflows, integrations, product systems, custom software and the architecture behind them — designed, built and demoed by Lid Vizion engineers.

[Let’s map your workflow](https://lidvizion.ai/contact/) · [How we develop talent](https://lidvizion.ai/talent/)

01 · Agent workflow

## AI Form Reviewer

An agent that reads a submitted form, checks it against the rules, and prepares a review for a person to approve — built around a real-estate document flow.

[Automate the repeatable](https://lidvizion.ai/services/automation/) [Build the missing piece](https://lidvizion.ai/services/custom-software/)

02 · Document AI

## Document Intelligence

Structured data from real documents, with a review screen for the fields that need a human check.

[Connect your tools](https://lidvizion.ai/services/integrations/) [Build the missing piece](https://lidvizion.ai/services/custom-software/)

**Synthetic training data** Illustration of synthetic degradation, occlusion and ink artifacts applied to map documents to build training data

03 · Workflow automation

## Agents & automation

Lead intake, CRM updates, alerts and scheduling handled by bounded agents, with a person in the loop.

[Automate the repeatable](https://lidvizion.ai/services/automation/)

04 · Computer vision

## MediaPose

Pose estimation that counts reps, scores form and tracks athletes in video — squats, baseball throws and more.

[Build the missing piece](https://lidvizion.ai/services/custom-software/)

05 · Computer vision

## Vision analytics

Detection models that turn camera feeds into operational signals — which spaces are occupied, what is present, and what changed.

[Build the missing piece](https://lidvizion.ai/services/custom-software/)

**Parking occupancy detection** Aerial view of a parking lot with each space labelled car or free and a confidence score

06 · Systems design

## Production AI architecture

How the pieces fit: ingestion, models, review queues and monitoring, drawn for the teams that run them.

[Build the missing piece](https://lidvizion.ai/services/custom-software/)

07 · Historical work

## Where it started: applied vision

Early Lid Vizion work on recycling contamination detection — the foundation for how we build today.

Public references for this historical work

- [University of Miami IDSC](https://idsc.miami.edu/magazine/ai-recycling-project-aims-to-reduce-contamination-at-the-source/): External University coverage of the AI recycling project and Lid Vizion’s involvement.
- [REMADE Institute](https://remadeinstitute.org/remade-projects/identification-of-mixed-plastics-and-valuable-electronics-at-the-source/): External Program page listing Lid Vizion, LLC and the University of Miami among project members.
- [Roboflow Universe](https://universe.roboflow.com/lid-vizion/recycling-materials-detection-fklrl/model/4): External Public recycling-materials detection model artifact under the Lid Vizion workspace.

These are demos and working builds from our own projects, shown as recorded. They illustrate capability, not results for a specific customer.

Bring the messy version

## One workflow. A better way to run it.

Show us the tools, the handoffs, and the part that keeps slowing your team down.

[Let’s map your workflow](https://lidvizion.ai/contact/) · [Read our approach](https://lidvizion.ai/approach/)