diff --git a/fusion_accounting_assets/__manifest__.py b/fusion_accounting_assets/__manifest__.py
index c861e57f..8b3f90fd 100644
--- a/fusion_accounting_assets/__manifest__.py
+++ b/fusion_accounting_assets/__manifest__.py
@@ -1,6 +1,6 @@
 {
     'name': 'Fusion Accounting Assets',
-    'version': '19.0.1.0.25',
+    'version': '19.0.1.0.26',
     'category': 'Accounting/Accounting',
     'summary': 'AI-augmented asset management with depreciation schedules.',
     'description': """
@@ -52,6 +52,10 @@ menu hides; the engine + AI tools remain available for the chat.
             'fusion_accounting_assets/static/src/components/depreciation_board/depreciation_board.xml',
             'fusion_accounting_assets/static/src/components/disposal_dialog/disposal_dialog.js',
             'fusion_accounting_assets/static/src/components/disposal_dialog/disposal_dialog.xml',
+            'fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.js',
+            'fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.xml',
+            'fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.js',
+            'fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.xml',
         ],
     },
     'installable': True,
diff --git a/fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.js b/fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.js
new file mode 100644
index 00000000..84763365
--- /dev/null
+++ b/fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.js
@@ -0,0 +1,41 @@
+/** @odoo-module **/
+
+import { Component, useState } from "@odoo/owl";
+import { useService } from "@web/core/utils/hooks";
+
+export class AiUsefulLifePanel extends Component {
+    static template = "fusion_accounting_assets.AiUsefulLifePanel";
+    static props = {
+        description: { type: String, optional: true },
+        amount: { type: Number, optional: true },
+        onSelect: { type: Function, optional: true },
+    };
+
+    setup() {
+        this.assets = useService("fusion_assets");
+        this.state = useState({
+            suggestion: null,
+            isLoading: false,
+            descInput: this.props.description || '',
+            amountInput: this.props.amount || '',
+        });
+    }
+
+    async onSuggest() {
+        this.state.isLoading = true;
+        try {
+            this.state.suggestion = await this.assets.suggestUsefulLife(
+                this.state.descInput,
+                parseFloat(this.state.amountInput) || null,
+            );
+        } finally {
+            this.state.isLoading = false;
+        }
+    }
+
+    onUseSuggestion() {
+        if (this.state.suggestion && this.props.onSelect) {
+            this.props.onSelect(this.state.suggestion);
+        }
+    }
+}
diff --git a/fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.xml b/fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.xml
new file mode 100644
index 00000000..8b651bbe
--- /dev/null
+++ b/fusion_accounting_assets/static/src/components/ai_useful_life_panel/ai_useful_life_panel.xml
@@ -0,0 +1,38 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<templates xml:space="preserve">
+
+<t t-name="fusion_accounting_assets.AiUsefulLifePanel">
+    <div style="background: white; padding: 1rem; border: 1px solid #e5e7eb; border-radius: 0.5rem;">
+        <h5>AI Suggest Useful Life</h5>
+        <div class="mb-2">
+            <label>Description</label>
+            <input class="form-control" t-att-value="state.descInput"
+                   t-on-input="(ev) => state.descInput = ev.target.value"/>
+        </div>
+        <div class="mb-2">
+            <label>Amount</label>
+            <input type="number" class="form-control" t-att-value="state.amountInput"
+                   t-on-input="(ev) => state.amountInput = ev.target.value"/>
+        </div>
+        <button class="btn_asset primary" t-on-click="onSuggest"
+                t-att-disabled="state.isLoading">
+            <t t-if="state.isLoading">Asking AI...</t>
+            <t t-else="">Suggest</t>
+        </button>
+
+        <div t-if="state.suggestion" class="mt-3 p-2"
+             style="background: #eff6ff; border-radius: 0.25rem;">
+            <div><strong>Suggested life:</strong> <t t-esc="state.suggestion.useful_life_years"/> years</div>
+            <div><strong>Method:</strong> <t t-esc="state.suggestion.depreciation_method"/></div>
+            <div class="text-muted small">
+                <em><t t-esc="state.suggestion.rationale"/></em>
+                (confidence: <t t-esc="(state.suggestion.confidence * 100).toFixed(0)"/>%)
+            </div>
+            <button class="btn_asset mt-2" t-if="props.onSelect" t-on-click="onUseSuggestion">
+                Use This
+            </button>
+        </div>
+    </div>
+</t>
+
+</templates>
diff --git a/fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.js b/fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.js
new file mode 100644
index 00000000..5b6362f6
--- /dev/null
+++ b/fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.js
@@ -0,0 +1,17 @@
+/** @odoo-module **/
+
+import { Component } from "@odoo/owl";
+
+export class AnomalyStrip extends Component {
+    static template = "fusion_accounting_assets.AnomalyStrip";
+    static props = {
+        anomaly: { type: Object },
+    };
+
+    formatNumber(n) {
+        if (n === null || n === undefined) return "";
+        return new Intl.NumberFormat(undefined, {
+            minimumFractionDigits: 0, maximumFractionDigits: 1,
+        }).format(n);
+    }
+}
diff --git a/fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.xml b/fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.xml
new file mode 100644
index 00000000..0b8578c6
--- /dev/null
+++ b/fusion_accounting_assets/static/src/components/anomaly_strip/anomaly_strip.xml
@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<templates xml:space="preserve">
+
+<t t-name="fusion_accounting_assets.AnomalyStrip">
+    <div class="o_fusion_anomaly_strip" t-att-data-severity="props.anomaly.severity">
+        <strong>
+            <t t-esc="props.anomaly.asset_name || 'Asset'"/>
+        </strong>
+        <span class="ms-2">
+            <t t-esc="props.anomaly.anomaly_type.replace('_', ' ')"/>:
+            <t t-esc="formatNumber(props.anomaly.variance_pct)"/>%
+        </span>
+        <span class="ms-3 text-muted">
+            <t t-esc="props.anomaly.detail"/>
+        </span>
+    </div>
+</t>
+
+</templates>