Agent design
Goals, roles and decision rules are mapped for each business task before any code is written.
APPLIED AI & RESEARCH
Research & Technology
Independent expertise. Real-world possibilities.
RESEARCH OVERVIEW
Three disciplines. Distinct possibilities.
Agent AI is an independent service for business and institutional workflows. Motion intelligence and AI vision are separate research areas, each with its own goals and applications.
INDEPENDENT AGENT AI SERVICES
Agent AI
Development.
Purpose-built agents that reason, use approved tools and coordinate work for your organization — independently of our motion and vision services.
Designed around your work.
Define the task, connect approved information and tools, evaluate results and keep people in control of important decisions. Integration scope, availability and deployment requirements are confirmed for each project.
Model & tool integration
Agents are connected to language models, data sources and business tools through secure interfaces.
Multi-agent workflows
Specialised agents hand tasks to one another, coordinating research, operations and customer work.
Test, monitor, improve
Agents are evaluated, supervised by people and refined continuously after launch.
One discipline. Many applications.
Explore tailored workflows for commerce, independent businesses, education, medical administration and marketing.
E-commerce
Coordinate product inquiries, orders, inventory checks and customer follow-up.
Personal business
Support appointments, proposals, client communication and everyday administration.
School
Assist with admissions questions, parent communication and administrative routines.
College
Organize course inquiries, student services and department workflows.
University
Support research coordination, knowledge discovery and campus service requests.
Medical
Assist with scheduling, administrative intake and approved information; clinical decisions remain with qualified professionals.
Marketing
Coordinate campaign planning, content drafts, lead follow-up and reporting with human approval.
More industries
Explore tailored agents for your organization's tools, processes and requirements.
AGENT AI APPLICATION · COMMERCE
Agent AI for E-commerce.
From a customer question to an order update, design a coordinated workflow around your store, stock information and fulfillment tools.
- 01
Receive order
Read order details and identify missing information.
- 02
Check inventory
Check connected stock records and flag exceptions.
- 03
Coordinate fulfillment
Support packing, label checks and carrier handoff.
- 04
Update customer
Prepare status messages and route issues to your team.
AGENT AI ORCHESTRATION
Multi-agent workflows.
Specialist agents divide complex work into clear responsibilities, share approved context and hand exceptions back to people.
01Request
02Planning agent
03Specialist agents
04Human approval
05Approved action
Coordination, not unchecked autonomy.
For a marketing request, a planning agent could organize the brief, research and writing agents prepare material, and your team approves publication. Permissions, audit trails and approval boundaries are part of project design.
SEPARATE RESEARCH AREA · MOTION INTELLIGENCE
Motion capture & scoring.
Explore how cameras, sensors and movement analysis can turn technique into performance feedback for sports, training and interactive experiences.
01Capture
02Analyze
03Score
04Feedback
SEPARATE RESEARCH AREA · AI VISION
AI vision & detection.
Visual analysis concepts for recognizing activity, reviewing events and supporting monitoring teams — a distinct service area, not an Agent AI application.
See context. Review events.
Explore event detection, operator review and monitoring workflows. Accuracy, privacy safeguards, camera compatibility and deployment requirements must be evaluated for each environment.
WORK TOGETHER
Research collaboration.
Bring a real problem, a research question or a proposed pilot. Businesses, schools, colleges, universities and other organizations can discuss collaboration with our team.
- 01
Define the challenge
Agree on the problem, research discipline and intended outcomes.
- 02
Scope a pilot
Identify available data, integrations, permissions and evaluation criteria.
- 03
Evaluate together
Review results, limitations and possible next steps before expanding.
CONTACT OUR TEAM
Research inquiries.
Tell us your industry, the workflow or research challenge, existing tools and desired outcomes. Our team can discuss scope, feasibility and next steps.
THE NEXT STEP
Let's create together.
Illustrative research imagery, not photographs of a CM facility. Application descriptions are intended use cases, not confirmed deployments. Contact our team to confirm capabilities, availability, integration requirements and collaboration opportunities. Medical agents support administration, not diagnosis or treatment.
Contact our teamFrequently asked questions.
Contact CM Holdings USA to discuss capabilities, availability and your application.
Illustrative research imagery, not photographs of a CM facility. Application descriptions are intended use cases, not confirmed deployments. Contact our team to confirm capabilities, availability, integration requirements and collaboration opportunities. Medical agents support administration, not diagnosis or treatment.
Reach CM Holdings USA through our contact page for technology, business and partnership inquiries.