Role-Based Access
Control who can interact with AI systems.
AI Integration Services
AI Integration Services That Make
Your Existing Systems Smarter
Connect AI to the applications, data, and workflows your business already runs on — securely and at scale. We integrate AI directly into the tools your teams use every day, so you can automate repetitive work, surface information faster, and make better decisions — without replacing the systems you've already invested in.
What We Deliver
Our AI Integration Services
End-to-end integration services to connect AI to your existing systems, data, and workflows.
01
AI Integration Consulting
We assess your systems, workflows, and data to identify realistic, high-value AI opportunities, then deliver a clear roadmap covering architecture, security, and success metrics.
02
Custom AI Integration
We build the connectors, APIs, middleware, and workflows needed to add intelligent features, automate processes, and improve reporting inside your existing environment — built for production, not just demos.
03
Generative AI Integration
We connect large language models to your approved data and systems for use cases like internal knowledge assistants, customer support, document summarization, and natural-language search.
04
AI API Integration
We connect AI capabilities (text, image, speech, translation, prediction) to your applications through secure REST, GraphQL, webhook, or middleware integrations.
05
AI Agent Integration
We build agents that carry out controlled, multi-step tasks — like researching a lead or routing a document — with defined permissions, audit trails, and human approval.
06
AI Chatbot Integration
We connect conversational AI to your website, app, CRM, or help desk so it can answer questions, retrieve information, and hand off complex cases to a human.
07
AI Data Integration
We connect AI to structured and unstructured data (databases, warehouses, documents) with proper governance, including vector search and real-time processing.
08
AI Model Integration
We help you select and integrate the right model — commercial, open-source, private, or fine-tuned — based on accuracy, cost, privacy, and performance needs.
09
Legacy-System AI Integration
Older systems without modern APIs can still connect to AI through custom connectors, middleware, RPA, or secure database access — extending their useful life.
10
AI Workflow Automation
We integrate AI into workflows that require judgment, not just rules — document classification, request routing, invoice processing, exception handling.
Our Process
Our Integration Process
01
Discovery
Define the business problem, users, systems, and success criteria.
02
System & Data Assessment
Review applications, APIs, infrastructure, and data quality.
03
Solution Design
Plan model selection, data flows, permissions, and human-approval points.
04
Proof of Concept
Test key assumptions before a larger build.
05
Development
Build the APIs, connectors, and workflows.
06
Testing
Validate accuracy, security, performance, and escalation paths.
07
Controlled Rollout
Deploy in phases to limit risk and gather feedback.
08
Monitoring & Optimization
Track performance and refine prompts, retrieval, and workflows over time.
Security
Secure and Responsible AI Integration
Security is designed in from the start. Depending on the use case, this can include role-based access, encryption, secure API authentication, data masking, audit logs, and human-in-the-loop review.
Secure API Auth
Industry-standard API credentials.
Audit Logs
Complete trace trail of AI actions.
Secure
& Compliant
AI
& Compliant
AI
Encryption
Data encrypted in transit and at rest.
Data Masking
Sensitive data redaction and protection.
Human-in-the-Loop
Oversight for high-impact decisions.
Secure AI
Role-Based Access
Control who can interact with AI systems.
Encryption
Data encrypted in transit and at rest.
Secure API Auth
Industry-standard API credentials.
Data Masking
Sensitive data redaction and protection.
Audit Logs
Complete trace trail of AI actions.
Human-in-the-Loop
Oversight for high-impact decisions.
Secure AI
Role-Based Access
Control who can interact with AI systems.
Encryption
Data encrypted in transit and at rest.
Secure API Auth
Industry-standard API credentials.
Data Masking
Sensitive data redaction and protection.
Audit Logs
Complete trace trail of AI actions.
Human-in-the-Loop
Oversight for high-impact decisions.
Why LuMay
Why Choose LuMay
01
Business-first planning
We start with the process you need to improve, not a predetermined tool.
02
Works with what you have
We extend your existing environment rather than pushing unnecessary replacements.
03
Flexible technology selection
We choose models based on your use case, not popularity.
04
Security-conscious architecture
Access, monitoring, and human oversight scale with risk.
05
Production-grade engineering
Built with logging, error handling, and scalability in mind.
06
Practical rollout & optimization
Start with a focused proof of concept, then monitor and optimize after launch.
Industries We Serve
Promote transparency, mitigate risk, and enhance quality
Finance and Insurance
Healthcare and Life Sciences
Manufacturing and Supply Chain
Professional Services
Retail and Ecommerce
Technology and SaaS
FAQ
Frequently Asked Questions
What are AI integration services?
Connecting AI capabilities to your existing applications, data, and workflows so AI becomes part of an operational process, not a disconnected tool.
Do we need to replace our current software?
Not necessarily. Many AI capabilities can be added through APIs, middleware, or custom interfaces — extending your CRM, ERP, or website without a full rebuild.
Can you integrate AI with legacy systems?
Yes, often through custom connectors, middleware, RPA, or secure database access. Some older platforms may need modernization first.
Which AI models can be integrated?
The right choice depends on your objective, data, privacy needs, and budget — commercial, open-source, private, or a combination.
How long does a project take?
It depends on the number of systems, data readiness, and complexity. After discovery, we provide a project plan with scope and milestones.
How do you protect sensitive data?
Through encryption, authentication, role-based permissions, data masking, audit logs, and approved-source restrictions, tailored to the integration's sensitivity.
How do you handle inaccurate AI responses?
We use approved data sources, validation rules, confidence thresholds, and human review — especially for high-impact decisions.
Will this interrupt our operations?
We minimize disruption by developing and testing in sandbox environments, then rolling out in phases.
Connect AI to Your Business With Confidence
AI delivers the most value when it works with your systems, data, and people — not as another disconnected tool. LuMay can help you plan, build, and deploy the right integration.