AI Integration & System Orchestration Services
Intelligent AI doesn’t work in silos. UMENIT ensures your models, tools, and workflows are seamlessly connected, orchestrated, and delivering value across your enterprise.
From lab to live AI needs integration to drive ROI
Many AI initiatives stall at proof-of-concept. Why? Because enterprise systems are complex, and standalone models often fail to interoperate across tools, data sources, and workflows.
UMENIT’s AI Integration & Orchestration services bridge this gap. We connect AI models, APIs, and business logic to your ERP, CRM, cloud stack, knowledge base, and other critical systems ensuring your AI delivers real-time, in-context, actionable intelligence.
Plug intelligence into your ecosystem, end-to-end
API-based model integration
Deploy AI outputs into internal tools, chat systems, dashboards, or user-facing apps via RESTful APIs
RPA + AI fusion
Enhance RPA bots with AI decisioning layers, LLMs, and intelligent exception handling
Enterprise app integration
Embed AI into Salesforce, SAP, ServiceNow, Workday, HubSpot, and custom platforms
Data pipeline integration
Stream AI results to or from Snowflake, BigQuery, Databricks, or on-prem sources
Middleware & microservices
Modular orchestration between AI services and business logic via containerized or serverless deployment
Monitoring & retraining pipelines
Implement CI/CD for AI models with logging, alerts, and feedback-based improvement loops
What AI orchestration looks Like in a modern enterprise
Input layer
APIs, forms, documents, CRM events
Intelligence layer
ML models, LLMs, RAG bots, vector databases
Orchestration engine
Decision flows, approval rules, error handlinge semantic relevance
Application layer
Dashboards, chat UIs, embedded widgets
Monitoring layer
Model drift tracking, logs, feedback loops
Governance layer
Access control, audit logs, compliance workflows
We integrate AI into the tools you already use
At UMENIT, we make AI adoption effortless by integrating intelligence into the tools and systems you already use. Whether it’s your CRM, ERP, communication platform, or data management system, our solutions plug seamlessly into existing workflows no disruption, no steep learning curve. The result is smarter operations, automated insights, and enhanced decision-making, all within your familiar ecosystem so your teams stay productive while your business gets exponentially smarter.
CRMs
Salesforce, HubSpot, Zoho
ERPs
SAP, Oracle, Microsoft Dynamics
Ticketing
Jira, Zendesk, Freshdesk
Clouds
Azure, AWS, GCP
Data Lakes
Snowflake, BigQuery, Redshift
Collab Tools
Microsoft Teams, Slack, Google Workspace
Custom APIs & Legacy Systems
Custom APIs & Legacy Systems
CRMs
Salesforce, HubSpot, Zoho
ERPs
SAP, Oracle, Microsoft Dynamics
Ticketing
Jira, Zendesk, Freshdesk
Clouds
Azure, AWS, GCP
Data Lakes
Snowflake, BigQuery, Redshift
Collab Tools
Microsoft Teams, Slack, Google Workspace
Custom APIs & Legacy Systems
Custom APIs & Legacy Systems
Real-time AI that powers real-world workflows
LLM-powered helpdesk inside jira
Automate internal ticket resolution → reduce turnaround time by 45%
AI-driven lead routing via salesforce
Match leads to reps based on NLP analysis → increase conversion rate
Claims fraud AI embedded in SAP
Detect anomalies at point of claim → improve first-time accuracy
Contract review AI in legal portal
Auto-tag clauses in SharePoint → cut review time by 70%
System-level thinking. Application-level results.
Enterprise-ready integrations
Built around scale, security, and SLA compliance
Tech-agnostic approach
Connect AI to open-source, cloud-native, and proprietary ecosystems
Orchestration mindset
We don’t just integrate models — we align them with decisions, triggers, and outcomes
Full lifecycle support
From deployment to feedback loops to model retraining automation
AI that works across systems, seamlessly
Insurance provider
AI-powered fraud detection API linked to SAP → reduced fraudulent claim payouts by ₹1.2Cr annually
Hospital network
Integrated triage bot with patient EMR + SOP engine → improved response time and data quality
Law firm
Contract summarization AI embedded in document management system → enabled real-time clause tagging
Frequently Asked Questions
Can you integrate with legacy or on-prem systems?
Yes. We work with legacy architectures and can develop custom APIs or middleware layers to bridge modern AI systems with older stacks.
What security practices do you follow during integration?
We follow secure-by-design practices including encrypted APIs, token-based authentication, RBAC, audit logging, and least-privilege access.
Can you work with our internal IT or DevOps team?
Absolutely. We often co-develop integration and deployment flows with in-house teams to align with enterprise CI/CD and security policies.
What happens after integration? Do you offer monitoring and retraining?
Yes. We implement automated pipelines for model monitoring, drift detection, feedback capture, and periodic retraining.ls, data encryption, and host on secure cloud or on-prem infrastructure depending on your requirements.
Start Your Project
with Confidence
Schedule a free discovery call to explore how we can transform your concept into a successful product. We’ll understand your goals, demonstrate our process, and present a tailored roadmap. Rest assured, your ideas are protected by our NDA.
Trusted By
Bring your AI to life fully integrated, fully orchestrated
Let’s turn isolated AI into connected intelligence. UMENIT ensures your models are integrated, secure, scalable and making real business impact from day one.
