Custom AI Solutions

Partner with us to develop powerful AI solutions tailored to your specialized business. We specialize in advanced AI implementations that transform business operations while meeting your security and regulatory requirements

Our Development Process

Our process ensures your custom AI solution delivers exceptional results and meets your operational requirements, from initial concept through successful deployment.

Initial Discovery

Whether you approach us with a specific project in mind or need help identifying the right custom solution, we begin with a comprehensive discovery call to understand your business needs, objectives, and technical requirements.

Requirements

We work with you to define comprehensive requirements, establish KPIs, and determine the optimal deployment strategy - whether through our hosting platforms or your infrastructure, including technical specifications and custom front-end needs.

Service Agreement

A detailed service agreement is created, clearly outlining all requirements, deliverables, and expectations to ensure alignment between both parties.

Proof of Concept

We rapidly develop a proof of concept to validate the solution's feasibility and demonstrate its potential value against your requirements.

Production Development

Upon successful proof of concept validation, we begin full-scale development of your custom AI solution, incorporating insights gained from the initial prototype.

Testing & Validation

Comprehensive testing is performed to ensure the solution meets all specified requirements and performance indicators.

Deployment

The validated solution is deployed to your chosen environment, with our team ensuring a smooth transition and optimal performance from day one.

Solution Areas

Millstone AI develops custom AI solutions across diverse business environments and technical requirements, specializing in advanced implementations for businesses and consultancies.

Gap Analyzers

AI-powered compliance analysis tools that ingest regulations and policy documents to identify gaps and ensure regulatory adherence.
  • HIPAA compliance gap analysis
  • SOX and financial regulation compliance
  • Policy vs. regulation comparison
  • Automated compliance reporting

Automated Reporting Systems

Custom systems that scrape data sources, process updates, and generate tailored reports automatically.
  • Insurance market analysis reports
  • OIG corporate integrity monitoring
  • Automatic RFP bid generation
  • Daily regulatory update summaries

Project-Specific AI Applications

Custom AI tools designed for specific business projects, often brought in at project start to identify efficiency opportunities and drive innovation.
  • Fraud investigation document processing
  • Contract analysis and review tools
  • Invoice and receipt processing systems
  • Healthcare claims analysis platforms

Need Quick AI Solutions?

For immediate project needs, explore our Rapid AI Apps - quick-turnaround AI solutions designed to accelerate your specialized business projects with targeted, efficient tools.
Rapid AI Apps

Hosting Your Custom AI Solution

The optimal deployment for your custom solution depends on your needs. Choose our Standard Hosting Platform for ease and affordability with general data, the Secure MVP Environment for high security in the cloud, or the Local AI Environment for maximum control on-premise.
Secure MVP Environment
Sensitive Data + Cloud AI Power
Best For: Leveraging powerful cloud AI (like Google's Gemini) with sensitive data that requires robust security and isolation.

‍Description: A dedicated, private foundation on Google Cloud Platform (GCP) using private network paths for all AI and data interactions. Features zero-trust access, enterprise-grade security controls, and high scalability.
Key Features:
Private VPC with no public internet exposure
Zero-trust access with IAP authentication
Private API paths to Vertex AI (Gemini)
Enterprise-grade scalability and performance
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Local AI Environment
Maximum Data Privacy & Control
Best For: Maximum data privacy, processing regulated data (HIPAA, financial secrets)*, or organizations needing absolute control and confidentiality.

‍Description: Run powerful open-source AI models entirely on dedicated, high-performance hardware located within your physical premises. Data never leaves your control.† Standard setup requires no existing IT infrastructure.
Key Features:
On-premise hardware under your physical control
Local open-source LLMs (Llama, Mistral, etc.)
Hardened OS with full disk encryption
Containerized application stack
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Standard Hosting Platform
Simple & Cost-Effective
Best For: Cost-effectively hosting custom AI solutions built by Millstone AI that process general business or non-sensitive data.


‍Description: A fully managed, reliable cloud environment providing easy access to your custom Millstone AI tools through an intuitive user interface. Focuses on simplicity and affordability.
Key Features:
Solutions dashboard for all your tools
User management and secure access
Fully managed infrastructure
Documentation hub and settings center
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Why Choose Our Custom Solution Service?

Industry Expertise

We work to understand the unique challenges of your industry and build AI solutions that enhance your operational capabilities while supporting compliance requirements.

Built for Performance

Every solution we build prioritizes performance and reliability, with multiple deployment options to meet your specific technical and security needs.

End-to-End Support

From initial concept to ongoing maintenance, we provide comprehensive support throughout your AI solution's lifecycle.

Future-Proof Solutions

Our solutions are built to scale and adapt as your business grows and technology evolves.

Ready to Build Your Custom Solution?

Let's discuss how we can create an AI solution that addresses your specific business needs
Get Started
For Informational Purposes Only. This website provides a general overview. All services are subject to definitive agreements (MSA & SOW). Your organization is solely responsible for its own regulatory compliance. Please review our full Terms of Service and detailed service documentation for complete details, limitations, and responsibilities. Features & specifications subject to change.
* Compliance Responsibility: Millstone AI Solutions provides secure environments and technical features that can support your organization's compliance efforts (e.g., regarding HIPAA or data residency). However, use of our services does not automatically guarantee compliance, nor does Millstone AI Solutions assume your organization's compliance obligations. Achieving and maintaining compliance certification and adherence is the sole responsibility of your organization, requiring your own policies, procedures, audits, and risk assessments.
† Physical Security is Your Responsibility: While Millstone AI Solutions secures the system's configuration, your organization is solely responsible for the physical security of the hardware at your premises, including preventing unauthorized access, theft, or tampering.