---
title: "Frequently asked questions"
description: "Frequently asked questions about Lid Vizion projects, process, security and engagement."
url: https://lidvizion.ai/faqs/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---

FAQ

# Frequently asked questions

Answers to common questions about working with Lid Vizion.

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

FAQ

## 3D & Game Development

### Do you offer game development services?

We build lightweight 3D simulations and interactive learning experiences using Three.js and react-three-fiber.

FAQ

## AI & Models

### Can you integrate GPT or Claude into my app?

Absolutely. We build custom integrations with GPT, Claude, and Ollama for chatbots, agents, and automated workflows tailored to your use case.

### Can you help with computer vision or edge AI?

Yes, we build and deploy custom vision models using TensorFlow, PyTorch, and YOLO, with deep expertise on the Roboflow platform. We also support on-device inference and edge pipelines.

### Can you customize AI using our company data?

Yes, we fine-tune AI models or build retrieval-augmented systems using your internal documents, PDFs, APIs, or knowledge bases.

### What's the pricing model?

We offer fixed-scope pricing for well-defined builds and flexible sprint pricing for evolving needs. We tailor budgets to project size and urgency.

FAQ

## Custom Tools & Dashboards

### Do you build with no-code tools?

We sometimes use tools like Make, Zapier, or Glide for rapid prototyping, but most of our solutions are custom-coded for scale.

### Do you build internal tools?

Yes, we build CRMs, analytics dashboards, admin panels, and AI-powered internal tools to streamline your team's workflows.

FAQ

## General

### What does Lid Vizion do?

Lid Vizion is a custom software studio specializing in AI-powered web apps, computer vision models, and AI Agent orchestration. We build fast, scalable tools for startups, small businesses, and mission-driven organizations.

### What industries do you serve?

We work with clients in education, sustainability, law, healthcare, e-commerce, and government. anywhere teams need intelligent tools to scale efficiently.

### Do you offer MVP development?

Yes, we specialize in building full-stack MVPs quickly using Figma, React, Node.js, MongoDB, and scalable cloud services like AWS and Vercel.

### Do you support nonprofit or grant-funded work?

Yes, we've worked with organizations on DOE- and NSF-funded research, and we're experienced with impact-driven projects.

### Can we own the source code?

Yes, you own the source code at project delivery. We also offer fully managed options via our proprietary platform if you'd rather not maintain it yourself.

### How do we get started?

Book a free consultation below!

FAQ

## Security & Deployment

### What's your experience with data security?

We design systems with API authentication, RBAC, audit logs, and encryption. We've worked with legal and healthcare clients where compliance matters.

FAQ

## Working With Us

### What's your typical project timeline?

Timelines vary based on scope, but MVPs usually take 4-8 weeks. We offer sprint-based and fixed-scope models depending on your needs.

### How do you handle project communication?

We provide weekly updates, async check-ins, and a dedicated Slack channels for customers on premium support.

### Do you host the projects?

Yes, we manage deployment on AWS, Vercel, GCP, or Azure, depending on your team's preference and the use case.

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/)