What are IViewSense AI development services?
IViewSense develops AI assistants and workflow solutions that can retrieve information from approved organizational knowledge sources and connect to selected business systems.
IViewSense AI Development Services
Build AI Around Your Private Organizational Data
RAG + MCP + enterprise integrations — designed for controlled, secure AI adoption.
We design AI assistants and workflow solutions that can retrieve knowledge from your organization’s documents and connect to approved systems without requiring your sensitive business data to be exposed to the public internet.
Secure Enterprise AI
AI that works with your knowledge — under your control.
Use your organization’s data as a controlled knowledge source while keeping access governed by your security architecture, permissions and deployment model.
Retrieval-Augmented Generation
Connect AI assistants to approved documents, SOPs, policies, manuals, reports and knowledge bases so answers are grounded in your own organizational content.
Model Context Protocol
Provide standardized, permission-aware access to approved enterprise tools, APIs and data sources so AI can retrieve information or perform controlled actions.
Private AI Assistants
Build domain-specific copilots for internal knowledge search, document intelligence, service desks, quality, finance, HR and operations.
Enterprise Integration
Connect AI workflows with SAP, Microsoft 365, SQL/Oracle databases, CRM, ERP and your existing business applications.
Reference Architecture
Keep your data in the environment you control.
A typical implementation places retrieval, model access and tool connections inside an approved enterprise environment. Exact controls depend on your cloud, identity, network and compliance requirements.
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Private knowledge sources
Documents, databases and approved knowledge repositories remain under organizational control.
Documents, databases and approved knowledge repositories remain under organizational control.
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Secure RAG layer
Retrieve only the relevant content allowed by your configured access controls.
Retrieve only the relevant content allowed by your configured access controls.
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Governed MCP tools
Expose only approved tools, APIs and business actions to the AI workflow.
Expose only approved tools, APIs and business actions to the AI workflow.
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Identity and audit
Apply authentication, authorization, logging and monitoring appropriate to your environment.
Apply authentication, authorization, logging and monitoring appropriate to your environment.
Your Organizational DataDocuments • Databases • SAP • CRM • Knowledge Bases
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Secure RAGRetrieve relevant knowledge
AI AssistantReason with grounded context
MCPControlled tools & data access
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Business OutcomeAccurate answers • governed actions • traceable workflows
AI Use Cases
Start with a measurable business problem.
We can scope a focused proof of concept and then expand it into a production AI workflow.
Enterprise Knowledge AssistantAnswer questions from policies, manuals, SOPs and internal documents.
Document IntelligenceExtract, summarize and classify information from business documents.
Internal SearchSearch across multiple approved knowledge sources with grounded responses.
Workflow CopilotAssist employees with repetitive tasks and approved business processes.
Customer Support KnowledgeGive support teams faster access to product and service knowledge.
AI + Business SystemsUse controlled integrations to retrieve or update information in enterprise applications.
Delivery Model
From AI discovery to production.
Choose a focused use case and expand once value, security and operating controls are validated.
1. AI Opportunity Workshop
Identify high-value use cases, data sources, users, security requirements and measurable outcomes.
2. Proof of Concept
Build a focused RAG/MCP workflow using a representative set of organizational data.
3. Production Engineering
Harden identity, permissions, monitoring, evaluation, integrations and deployment architecture.
4. Managed Enhancement
Continuously improve prompts, retrieval, knowledge sources, tools and business workflows.
Why IViewSense
AI connected to your business context.
Our AI development approach combines enterprise analytics, Power Platform, SAP and business-process understanding with modern AI patterns such as RAG and MCP.
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Business-first design
Start from the process, user and measurable outcome — not just the model.
Start from the process, user and measurable outcome — not just the model.
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Security-aware architecture
Design deployment, identity, access and data boundaries around your organization’s requirements.
Design deployment, identity, access and data boundaries around your organization’s requirements.
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Enterprise integration
Connect approved AI workflows to the systems your teams already use.
Connect approved AI workflows to the systems your teams already use.
AI ROI CHAT
What could AI save in your specific use case?
Answer a few questions to create a directional 12-month ROI estimate. No data is sent to an external calculator.
5-minute estimate
AI
IViewSense AI ROI AssistantChoose the primary AI use case for your organization.
What are you automating?
Clear answers for search & AI
Enterprise AI development at a glance
IViewSense develops enterprise AI workflows that use organizational knowledge and approved business systems. Services can include Retrieval-Augmented Generation (RAG), Model Context Protocol (MCP), private AI assistants, enterprise integrations and production engineering.
What is RAG in an enterprise AI solution?
Retrieval-Augmented Generation allows an AI workflow to retrieve relevant information from an approved knowledge base before generating an answer, helping ground responses in organizational content.
How can MCP be used in enterprise AI?
Model Context Protocol can provide a standardized way for an AI application to interact with approved tools and data sources, subject to the organization’s identity, permissions and security architecture.
What types of enterprise systems can be connected?
Depending on the project, AI workflows can connect to approved documents, Microsoft 365, SAP, SQL or Oracle databases, CRM, ERP and other business applications.
AI Development Services
Have an AI use case in mind?
Use the ROI chat below to estimate the potential value, or contact IViewSense for an AI opportunity workshop.