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AI & ML Specialists — Strategy, Engineering, Deployment

AI & Machine Learning Solutions That Unlock Predictive, Automated Operations

Unlock data-driven intelligence and transform how your teams make decisions. We architect GPT, computer vision, and predictive analytics solutions that deliver measurable efficiency, precision, and growth across your organization.

10+

Years delivering AI platforms

40+

Custom models launched

98%

Client satisfaction score

24/7

Enterprise support coverage

WBENC Certified
MMSDC Certified
Oakland County Cornerstone Company
Michigan & Ohio teams

Why Mid-Market Teams Choose One Team US for AI & ML

Every engagement pairs onshore strategy with a dedicated engineering squad so you move from concept to deployment without sacrificing velocity, transparency, or security.

Deep AI/ML Portfolio

40+ custom models and AI platforms shipped across healthcare, manufacturing, logistics, and retail.

Full-Stack ML Expertise

Python, TensorFlow, PyTorch, and Azure OpenAI specialists ensure the right architecture for your data and use case.

End-to-End Delivery

From data strategy and engineering to model training, deployment, and continuous optimization under one roof.

Enterprise Security & Compliance

HIPAA, SOC 2, and industry-specific compliance with encryption, anonymization, and audit trails baked in.

Production-Ready MLOps

CI/CD pipelines, model monitoring, drift detection, and automated retraining workflows for reliable operations.

Post-Deployment Support

Model performance monitoring, accuracy tuning, feature engineering, and 24/7 support help you scale confidently.

AI & ML Capabilities

Build intelligent systems tailored to your operations, powered by enterprise-grade data pipelines and models.

Predictive Analytics & Forecasting

Model future demand, inventory, and customer behavior with supervised and unsupervised learning.

Natural Language Processing

Deploy conversational AI, document intelligence, and GPT integrations for automated interactions.

Computer Vision & Image Recognition

Use vision models for inspections, safety monitoring, and quality control on production lines.

Recommendation Engines

Increase engagement and conversions with AI-powered personalization and content ranking.

Data Engineering & Model Pipelines

Design reliable ETL workflows, feature stores, and ML pipelines that support continuous training.

AI-Powered Automation

Automate back-office workflows with intelligent orchestration across ERP, CRM, and field systems.

Cloud AI Integration

Leverage Azure, AWS, and GCP AI services for accelerated delivery with enterprise security.

MLOps & Monitoring

Establish CI/CD for ML with observability, drift detection, and compliance reporting.

Our AI Delivery Process

Proven methodology that transforms AI initiatives into measurable business outcomes.

01

Data Assessment & Strategy

Audit data sources, define AI opportunities, and align success metrics with business goals.

02

Model Design & Training

Prototype algorithms, iterate on features, and train models using modern ML frameworks.

03

Integration & Engineering

Embed models into apps, data warehouses, and automation workflows used by your teams.

04

Validation & Compliance

Test accuracy, fairness, and bias while ensuring data governance and regulatory alignment.

05

Deployment & Scaling

Launch securely on cloud or on-prem infrastructure with high availability and failover.

06

Continuous Optimization

Monitor performance, retrain for accuracy, and evolve features with product roadmaps.

Trusted by AI Product Owners

Verified reviews from teams building intelligent automation and predictive analytics solutions.

"They are always willing to explain something in detail to make sure we completely understand."

Lonnie Giffin

Owner, LG-Solutions Unlimited

Read the full review

"The communication with One Team is brilliant. We have a WhatsApp group where the entire team comes up with ideas."

Technology Company Client

Technology Company

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"While the app is still in the testing phase, the results thus far have received positive feedback from everyone who has seen the product."

Healthcare Provider Client

Healthcare Provider

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Technology Stack

Languages & Frameworks

  • Python
  • TypeScript
  • FastAPI
  • Node.js

AI & ML Frameworks

  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Hugging Face Transformers

Cloud & Data

  • Azure AI
  • AWS SageMaker
  • GCP Vertex AI
  • Databricks

MLOps & Tooling

  • MLflow
  • Weights & Biases
  • Docker
  • Kubernetes

AI & ML FAQs

Do you build custom AI models or integrate existing platforms?+
Both. We develop custom models when differentiation is required and integrate Azure OpenAI, GPT, TensorFlow, and other APIs when speed-to-market is critical.
Can AI connect to our ERP or CRM systems?+
Yes. We have prebuilt connectors and integration experience with Odoo, Salesforce, HubSpot, and other enterprise platforms.
How do you ensure data security and compliance?+
We implement encryption, anonymization, role-based access, and audit trails that align with HIPAA, SOC 2, and industry-specific standards.
How does AI improve decision-making for our teams?+
Predictive analytics, automated insights, and alerting help teams act faster, reduce manual work, and align resources with demand in real time.

Ready to Harness the Power of AI & ML?

Talk with our Michigan-based AI team about computer vision, automation, and analytics solutions tailored to your roadmap.