ABOUT US / Muzhi Technology
We focus on enterprise AI applications and visual content production. Combining AI engineering with 10 years of IT delivery for businesses, we help teams reduce content and operating costs and make time for higher-value work.
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From ideas to finished videos, for ecommerce sellers, marketing teams, creators and developers.
AI marketing content
Turn existing footage and scripts into multiple finished videos with AI editing, captions and voiceovers, leaving more room for creative decisions.
AI visual workspace
Create images, videos and marketing assets in one browser workspace, connecting generation, editing and delivery.
Detect defects and measure dimensions to support quality checks.
Plan around orders, capacity and delivery requirements.
Extract drawing data for specifications and bills of materials.
Connect knowledge and workflows for engineering, operations and management.
AI testing and load testing with practical exercises.
Reduce manual steps in project management and repetitive tasks.
02 / OUR APPROACH
Turn capabilities we have validated into products that make AI more accessible to businesses.
Design around real workflows, implementation boundaries and compliance requirements.
Turn delivery experience into reusable modules and documented processes.
Agree on acceptance criteria before development and improve through pilots and follow-up.
Use interviews, questionnaires and data samples to understand the problem.
Define the scenario, scope and acceptance criteria.
Deliver usable software or practical training.
Test against agreed business measures.
Agree on 30 / 60 / 90-day support and iteration where appropriate.
Specific examples of our capabilities, with the stage of each engagement clearly stated.
cad-spec-extractor combines text extraction and visual recognition to populate templates and export Word specifications. A leg front-cover drawing sample achieved an extraction score of 85.6 and 98.9% completeness for title-block and technical-requirement fields.
One sample, not a guarantee for all drawings. PDF input required; single-document processing; limited scanned-document performance; missing fields are marked rather than invented.
An implementation plan covering visual inspection, scheduling and supply-chain forecasting, starting with a pilot production line.
The proposed detection rate of ≥99% is a target, not a verified customer result.
Requirements analysis, a demo environment and a quotation for research retrieval, knowledge questions, document generation and workflow assistance.
Currently at the requirements and demo stage, not an accepted production deployment.
Practical AI testing and load-testing training for a securities-company testing team, with an exercise environment.
Proposed format: 2 days for 30–40 participants, adapted to the team’s experience.
A solution for your business scenario, from discovery to pilot acceptance.
PixMind subscriptions and API; AIMIX customization, OEM, distribution and batch-editing support.
Combine tools and practice to make project outcomes part of your team’s capabilities.
LET’S TALK
Tell us what you are working on. Together, we can identify a useful direction to validate and the right way to collaborate.
Talk about your project