AI agents that connect to real business systems.
Mawai builds secure MCP servers, AI agents, RAG pipelines, vector database solutions, and automation workflows for SAP, ERP, CRM, databases, APIs, and enterprise operations.
What Mawai Builds
We help companies move past generic chatbots and build AI systems that connect to the data, permissions, workflows, and applications where business actually happens.
MCP Server Development
Custom Model Context Protocol servers that let AI agents securely access APIs, databases, internal tools, and enterprise platforms.
AI Agents & Workflows
Agentic AI workflows for finance, procurement, operations, HR, customer support, IT, reporting, and back-office automation.
RAG & Vector Databases
Retrieval-Augmented Generation systems using embeddings, vector search, document indexing, knowledge bases, and enterprise search.
SAP & ERP Integration
AI automation connected to SAP, Oracle ERP, Microsoft Dynamics, NetSuite, Workday, ServiceNow, Salesforce, and custom systems.
Enterprise Copilots
Internal copilots that answer questions, summarize documents, retrieve records, prepare reports, and support team workflows.
Secure AI Architecture
Role-based access, audit logs, approval flows, human-in-the-loop controls, data governance, and safe enterprise deployment patterns.
Focused on SAP and ERP. Flexible beyond ERP.
Mawai specializes in connecting AI agents to complex enterprise systems, but the architecture also supports CRMs, ticketing tools, document repositories, data warehouses, SaaS applications, and custom internal APIs.
AI Layer
Practical AI use cases for enterprise teams
The goal is not AI theater. The goal is useful automation that saves time, improves visibility, and gives teams faster access to business-critical information.
Finance AI Agents
Invoice lookup, reconciliation support, close process assistance, payment status, account research, exception handling, and reporting support.
Procurement & Vendor Automation
Purchase order lookup, vendor comparison, contract search, supplier risk review, approval routing, and procurement workflow support.
Operations Intelligence
Inventory questions, order status, logistics visibility, production issue summaries, SLA review, and operational exception triage.
Internal Knowledge Copilots
Search policies, SOPs, PDFs, SharePoint, Google Drive, support docs, training material, and internal knowledge repositories.
Customer Support Copilots
Connect CRM, ERP, ticketing systems, help center content, customer history, and product documentation to support agents.
Executive Reporting
Natural-language reporting across business systems, dashboards, data warehouses, documents, KPIs, and enterprise records.
How we work
Mawai builds around business value first, then designs the AI architecture around security, usability, integration depth, and measurable operational impact.
Discovery and workflow mapping
We identify the highest-value business processes, systems involved, users, permissions, approval steps, and automation opportunities.
AI architecture and integration design
We define the right mix of MCP servers, RAG pipelines, vector databases, APIs, LLM orchestration, access controls, and auditability.
Prototype and validation
We build a focused proof of concept around a real workflow instead of a generic demo, then validate accuracy, usefulness, and security.
Production deployment
We help move from prototype to production with monitoring, governance, human approval workflows, documentation, and iteration support.
Build enterprise AI that connects, reasons, and acts.
If your company wants AI agents connected to SAP, ERP, CRM, APIs, databases, documents, or internal tools, Mawai can help design and build the right architecture.