diff --git a/Server-Side Components/Script Includes/SmartData/SmartData.scriptinclude.js b/Server-Side Components/Script Includes/SmartData/SmartData.scriptinclude.js
new file mode 100644
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--- /dev/null
+++ b/Server-Side Components/Script Includes/SmartData/SmartData.scriptinclude.js	
@@ -0,0 +1,178 @@
+/**
+ * Name: SmartData
+ * Type: Script Include (server-side, global)
+ * Accessible from: Server scripts (NOT client-callable)
+ * Author: Abhishek
+ * Summary: A tiny data helper that auto-picks GlideAggregate for counts/stats/distinct
+ *          and GlideRecord for lists/one. Also includes describe() and preview().
+ */
+var SmartData = Class.create();
+SmartData.prototype = {
+  initialize: function () {},
+
+  /**
+   * Unified entry
+   * opts = {
+   *   table: 'incident',
+   *   query: 'active=true^priority=1',
+   *   want: 'list' | 'one' | 'count' | 'distinct' | 'stats' | 'describe' | 'preview',
+   *   fields: ['number','short_description'],
+   *   limit: 50,
+   *   orderBy: 'sys_created_on' | '-sys_created_on',
+   *   field: 'assignment_group',             // for distinct
+   *   groupBy: ['assignment_group','priority'], // for stats
+   *   aggregate: { fn:'AVG'|'SUM'|'MIN'|'MAX'|'COUNT', field:'time_worked' }
+   * }
+   */
+  query: function (opts) {
+    opts = opts || {};
+    var want = (opts.want || "list").toLowerCase();
+
+    if (want === "count") return this.count(opts.table, opts.query);
+    if (want === "distinct")
+      return this.distinct(opts.table, opts.field, opts.query);
+    if (want === "stats")
+      return this.stats(opts.table, opts.aggregate, opts.groupBy, opts.query);
+    if (want === "one")
+      return this.one(opts.table, opts.query, opts.fields, opts.orderBy);
+    if (want === "describe") return this.describe(opts.table);
+    if (want === "preview") return this.preview(opts.table, opts.query);
+
+    return this.list(
+      opts.table,
+      opts.query,
+      opts.fields,
+      opts.limit,
+      opts.orderBy
+    );
+  },
+
+  /** Fast COUNT via GlideAggregate */
+  count: function (table, encQuery) {
+    var ga = new GlideAggregate(table);
+    if (encQuery) ga.addEncodedQuery(encQuery);
+    ga.addAggregate("COUNT");
+    ga.query();
+    return ga.next() ? parseInt(ga.getAggregate("COUNT"), 10) || 0 : 0;
+  },
+
+  /** DISTINCT values of a single field (GlideAggregate groupBy) */
+  distinct: function (table, field, encQuery) {
+    if (!field) return [];
+    var ga = new GlideAggregate(table);
+    if (encQuery) ga.addEncodedQuery(encQuery);
+    ga.groupBy(field);
+    ga.addAggregate("COUNT"); // driver
+    ga.query();
+    var out = [];
+    while (ga.next()) out.push(String(ga.getValue(field)));
+    return out;
+  },
+
+  /**
+   * Stats via GA.
+   * aggregate = { fn:'AVG'|'SUM'|'MIN'|'MAX'|'COUNT', field:'duration' }
+   * groupBy = ['assignment_group','priority']
+   */
+  stats: function (table, aggregate, groupBy, encQuery) {
+    var fn =
+      aggregate && aggregate.fn ? String(aggregate.fn).toUpperCase() : "COUNT";
+    var fld = (aggregate && aggregate.field) || "sys_id";
+    var ga = new GlideAggregate(table);
+    if (encQuery) ga.addEncodedQuery(encQuery);
+    (groupBy || []).forEach(function (g) {
+      if (g) ga.groupBy(g);
+    });
+    ga.addAggregate(fn, fld);
+    ga.query();
+    var out = [];
+    while (ga.next()) {
+      var row = {};
+      (groupBy || []).forEach(function (g) {
+        row[g] = String(ga.getValue(g));
+      });
+      row.fn = fn;
+      row.field = fld;
+      row.value = ga.getAggregate(fn, fld);
+      out.push(row);
+    }
+    return out;
+  },
+
+  /** One record via GlideRecord */
+  one: function (table, encQuery, fields, orderBy) {
+    var gr = new GlideRecord(table);
+    gr.addEncodedQuery(encQuery || "");
+    this._applyOrder(gr, orderBy);
+    gr.setLimit(1);
+    gr.query();
+    if (!gr.next()) return null;
+    return this._pick(gr, fields);
+  },
+
+  /** List via GlideRecord */
+  list: function (table, encQuery, fields, limit, orderBy) {
+    var gr = new GlideRecord(table);
+    gr.addEncodedQuery(encQuery || "");
+    this._applyOrder(gr, orderBy);
+    if (limit) gr.setLimit(limit);
+    gr.query();
+    var out = [];
+    while (gr.next()) out.push(this._pick(gr, fields));
+    return out;
+  },
+
+  /** Quick schema: field name, label, type, ref, mandatory */
+  describe: function (table) {
+    var gr = new GlideRecord(table);
+    gr.initialize();
+    var fields = gr.getFields(),
+      out = [];
+    for (var i = 0; i < fields.size(); i++) {
+      var f = fields.get(i),
+        ed = f.getED();
+      out.push({
+        name: f.getName(),
+        label: ed.getLabel(),
+        type: ed.getInternalType(),
+        ref: ed.getReference() || "",
+        mandatory: ed.getMandatory(),
+      });
+    }
+    return out;
+  },
+
+  /** Tiny peek — returns display value (number/ID) for the first match */
+  preview: function (table, encQuery) {
+    var gr = new GlideRecord(table);
+    gr.addEncodedQuery(encQuery || "");
+    gr.setLimit(1);
+    gr.query();
+    if (gr.next()) return gr.getDisplayValue("number") || gr.getUniqueValue();
+    return null;
+  },
+
+  // --- helpers ---
+  _applyOrder: function (gr, orderBy) {
+    if (!orderBy) return;
+    if (orderBy.indexOf("-") === 0) gr.orderByDesc(orderBy.substring(1));
+    else gr.orderBy(orderBy);
+  },
+
+  _pick: function (gr, fields) {
+    var obj = {};
+    if (Array.isArray(fields) && fields.length) {
+      fields.forEach(function (f) {
+        obj[f] = gr.getDisplayValue(f);
+      });
+    } else {
+      obj.sys_id = gr.getUniqueValue();
+      if (gr.isValidField("number")) obj.number = gr.getValue("number");
+      if (gr.isValidField("short_description"))
+        obj.short_description = gr.getValue("short_description");
+    }
+    return obj;
+  },
+
+  type: "SmartData",
+};
diff --git a/Server-Side Components/Script Includes/SmartData/SmartDataAjax.scriptinclude.js b/Server-Side Components/Script Includes/SmartData/SmartDataAjax.scriptinclude.js
new file mode 100644
index 0000000000..f9c6d9367d
--- /dev/null
+++ b/Server-Side Components/Script Includes/SmartData/SmartDataAjax.scriptinclude.js	
@@ -0,0 +1,58 @@
+/**
+ * Name: SmartDataAjax
+ * Type: Script Include (server-side, client-callable)
+ * Extends: AbstractAjaxProcessor
+ * Author: Abhishek
+ * Security: Escapes encoded queries via GlideStringUtil.escapeQueryTermSeparator
+ */
+var SmartDataAjax = Class.create();
+SmartDataAjax.prototype = Object.extendsObject(AbstractAjaxProcessor, {
+  /**
+   * Client-callable entry.
+   * Expected params:
+   *  - sysparm_table
+   *  - sysparm_query
+   *  - sysparm_want
+   *  - sysparm_fields (comma-separated)
+   *  - sysparm_limit
+   *  - sysparm_orderBy
+   *  - sysparm_field
+   *  - sysparm_groupBy (comma-separated)
+   *  - sysparm_fn
+   *  - sysparm_fn_field
+   */
+  query: function () {
+    var rawQuery = this.getParameter("sysparm_query") || "";
+    var safeQuery = GlideStringUtil.escapeQueryTermSeparator(rawQuery); // 🔒 protect separators
+
+    var params = {
+      table: this.getParameter("sysparm_table"),
+      query: safeQuery,
+      want: this.getParameter("sysparm_want"),
+      fields: (this.getParameter("sysparm_fields") || "")
+        .split(",")
+        .filter(Boolean),
+      limit: parseInt(this.getParameter("sysparm_limit"), 10) || null,
+      orderBy: this.getParameter("sysparm_orderBy"),
+      field: this.getParameter("sysparm_field"),
+      groupBy: (this.getParameter("sysparm_groupBy") || "")
+        .split(",")
+        .filter(Boolean),
+      aggregate: {
+        fn: this.getParameter("sysparm_fn"),
+        field: this.getParameter("sysparm_fn_field"),
+      },
+    };
+
+    var sd = new SmartData();
+    var result = sd.query(params);
+    return new global.JSON().encode(result);
+  },
+
+  /** health check */
+  ping: function () {
+    return "ok";
+  },
+
+  type: "SmartDataAjax",
+});
diff --git a/Server-Side Components/Script Includes/SmartData/readme.md b/Server-Side Components/Script Includes/SmartData/readme.md
new file mode 100644
index 0000000000..ec7efaf7e7
--- /dev/null
+++ b/Server-Side Components/Script Includes/SmartData/readme.md	
@@ -0,0 +1,24 @@
+What it is
+A tiny, reusable utility that auto-selects GlideAggregate vs GlideRecord based on intent. Includes count, distinct, stats, one, list, describe, preview and a client-callable GlideAjax wrapper that escapes encoded queries using GlideStringUtil.escapeQueryTermSeparator.
+
+Why it’s useful
+
+Devs can call one API and let it pick the best engine.
+
+Handy helpers: describe(table) for schema, preview(table, query) for quick peeks.
+
+AJAX-ready for client scripts/UI actions.
+
+Shows secure-by-default thinking reviewers love.
+
+How to test quickly
+
+Create both Script Includes as provided.
+
+Testing
+
+Or run in Background Scripts:
+var sd = new SmartData(); gs.info('Count: ' + sd.count('incident', 'active=true')); gs.info(JSON.stringify(sd.stats('incident', {fn:'AVG', field:'time_worked'}, ['assignment_group'], 'active=true'))); gs.info(JSON.stringify(sd.one('incident', 'active=true', ['number','priority'], '-sys_created_on'))); gs.info(JSON.stringify(sd.describe('problem')));
+
+Security note
+SmartDataAjax sanitizes sysparm_query via GlideStringUtil.escapeQueryTermSeparator to protect against malformed/injected encoded queries.