All-in-one development or AI integration for what you already run
We offer two separate services: all-in-one ERP/CRM or operational system development with AI built in from the start, and MCP assistant/agent integration for an existing app, system, or workflow to boost productivity without a rebuild.
Think of an MCP server as a universal adapter. It lets the AI plug into your CRM, ERP, database, or documents — using one common language. The AI doesn't need to know how each system works internally; it just asks the MCP server.
It's the natural-language front door to your ERP/CRM or existing app. Depending on scope, it can stay read-only for answers and reports, or operate as an approved agent workflow that drafts, routes, checks, notifies, or updates inside defined guardrails.
MCP is not only for new systems. We treat all-in-one system development and MCP integration for an existing app or workflow as separate services, so the solution matches what you actually need.
We design and build the ERP/CRM or operational system itself, then include the MCP assistant/agent layer from the start. Best when you need a new custom system.
We connect MCP assistants and agents to the app, data, approvals, notifications, and workflows you already use. Your current system gains AI capabilities without a rebuild.
Connect to Salesforce, SAP, Dynamics, kintone, internal databases, documents, and custom apps without forcing a platform migration.
Turn lookups, reporting, ticket triage, approval checks, notifications, and handoffs into guided AI workflows with human oversight where it matters.
Reduce context switching, searching through dashboards, and copy-paste work so people can spend more time on analysis, decisions, and customer work.
Build around existing permissions, audit logs, approval rules, and deployment constraints, including on-prem and private cloud environments.
Your question goes to the AI. The AI asks the MCP server. The MCP server fetches real data from your systems. You get a precise answer.
Sales reports, inventory snapshots, pipeline summaries — generated instantly, in plain language.
"Who are our top 10 customers this quarter?" — the real, live answer from your CRM.
Pull data from ERP + CRM + your database at once, cross-referenced into a single response.
We customize both layers — the underlying ERP/CRM AND the AI assistant — to your operations.
No dashboards, no reports to dig through. Plain language in, real data out.
On-prem or private cloud — your data never leaves your control.
What did our top 5 accounts spend in Q3? Break it down by region and product line.
Show me every quote still pending after 14 days — with owner, value, and last activity date.
Pull inventory for SKU 4421 across all warehouses and flag anything below safety stock.
Summarize last month's support tickets, group by product, rank by impact.
