[pull] main from ERPGulf:main

README.md

@@ -59,6 +59,16 @@ Open-source AI assistant for ERPNext. Ask business questions in plain English an
 
 14. **Entity Creation from Natural Language** - changAI allows users to create ERP records directly from natural language requests. Users can create customers, suppliers, items, projects, leads, opportunities, and other ERP entities by simply describing what they need. changAI automatically opens the appropriate ERPNext form with detected values pre-filled, reducing manual data entry and improving productivity.
 
+15. **Natural Language CUD Operations (Create, Update, Delete)** — changAI supports
+    creating,reading, updating, and deleting ERP records directly from natural language requests in English or Arabic. Users can manage customers, suppliers, employees, contacts,and other ERP entities by simply describing what they need.
+
+    Every CRUD operations passes through Frappe's native permission layer before
+    execution. Users can  create,read, update, or delete records they are
+    authorized to access. Unauthorized attempts return a clear error message
+    without modifying any data.
+    All write operations (Create, Update, Delete) are executed exclusively through
+    Frappe ORM and read operations through permission-validated raw SQL.
+
 **You can Enable or Disable ChangAI from "ChangAI Settings Doctype"**
 
 ## Tech Stack

changai/changai/api/v2/assets/business_keywords_v1.json

@@ -363,7 +363,6 @@
     "financial ratio",
     "liquidity",
     "solvency",
-    "working capital",
     "break even",
     "credit note",
     "debit note",
@@ -819,7 +818,7 @@
     "cash management",
     "treasury",
     "fund management",
-    "capital budgeting",
+    "budgeting",
     "investment analysis",
     "portfolio management",
     "return analysis",
@@ -1504,7 +1503,7 @@
     "employee purchasing",
     "indirect procurement",
     "direct procurement",
-    "capital procurement",
+    "procurement",
     "services procurement",
     "IT procurement",
     "MRO procurement",
@@ -1881,7 +1880,7 @@
     "impairment charge",
     "write down entry",
     "asset write off",
-    "capital expenditure approval",
+    "expenditure approval",
     "CAPEX request",
     "CAPEX budget",
     "CAPEX actual",
@@ -2025,7 +2024,7 @@
     "current ratio",
     "quick ratio",
     "cash ratio",
-    "working capital ratio",
+    "working ratio",
     "debt equity ratio",
     "interest coverage",
     "debt service coverage",
@@ -2035,7 +2034,6 @@
     "payables turnover",
     "return on assets",
     "return on equity",
-    "return on capital",
     "gross profit margin",
     "operating margin",
     "net profit margin",
@@ -3382,7 +3380,6 @@
     "property maintenance",
     "tenant management",
     "property valuation",
-    "capital improvement",
     "property tax",
     "agriculture management",
     "crop planning",
@@ -3674,7 +3671,6 @@
     "terminal value",
     "enterprise value",
     "equity value",
-    "market capitalization",
     "book value",
     "tangible book value",
     "price to book",
@@ -3691,12 +3687,7 @@
     "dividend payout ratio",
     "retained earnings movement",
     "reserve and surplus",
-    "capital reserve",
     "revenue reserve",
-    "share capital",
-    "authorized capital",
-    "issued capital",
-    "paid up capital",
     "calls in arrears",
     "share premium",
     "goodwill on acquisition",
@@ -7662,7 +7653,6 @@
     "advance",
     "provision",
     "reserve",
-    "capital",
     "equity",
     "retained earnings",
     "dividend",