diff --git a/infra/observability/grafana/provisioning/dashboards/ollama.json b/infra/observability/grafana/provisioning/dashboards/ollama.json
deleted file mode 100644
index 47536e2d..00000000
--- a/infra/observability/grafana/provisioning/dashboards/ollama.json
+++ /dev/null
@@ -1,218 +0,0 @@
-{
-  "id": null,
-  "uid": "ollama-dashboard",
-  "title": "Ollama",
-  "description": "Ollama inference latency and request rate",
-  "version": 1,
-  "schemaVersion": 39,
-  "tags": ["ollama", "inference"],
-  "timezone": "browser",
-  "editable": true,
-  "fiscalYearStartMonth": 0,
-  "graphTooltip": 1,
-  "links": [],
-  "liveNow": false,
-  "refresh": "30s",
-  "time": {
-    "from": "now-1h",
-    "to": "now"
-  },
-  "timepicker": {},
-  "weekStart": "",
-  "annotations": {
-    "list": [
-      {
-        "builtIn": 1,
-        "datasource": { "type": "datasource", "uid": "grafana" },
-        "enable": true,
-        "hide": true,
-        "iconColor": "rgba(0, 211, 255, 1)",
-        "name": "Annotations & Alerts",
-        "type": "dashboard"
-      }
-    ]
-  },
-  "panels": [
-    {
-      "id": 1,
-      "type": "timeseries",
-      "title": "Inference Latency p50",
-      "description": "50th percentile of Ollama request duration over a 5-minute window",
-      "gridPos": { "h": 8, "w": 8, "x": 0, "y": 0 },
-      "datasource": { "type": "prometheus", "uid": "prometheus" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisBorderShow": false,
-            "axisCenteredZero": false,
-            "axisColorMode": "text",
-            "axisLabel": "",
-            "axisPlacement": "auto",
-            "barAlignment": 0,
-            "drawStyle": "line",
-            "fillOpacity": 10,
-            "gradientMode": "none",
-            "hideFrom": { "legend": false, "tooltip": false, "viz": false },
-            "insertNulls": false,
-            "lineInterpolation": "linear",
-            "lineWidth": 2,
-            "pointSize": 5,
-            "scaleDistribution": { "type": "linear" },
-            "showPoints": "auto",
-            "spanNulls": false,
-            "stacking": { "group": "A", "mode": "none" },
-            "thresholdsStyle": { "mode": "off" }
-          },
-          "mappings": [],
-          "thresholds": {
-            "mode": "absolute",
-            "steps": [
-              { "color": "green", "value": null },
-              { "color": "red", "value": 80 }
-            ]
-          },
-          "unit": "s"
-        },
-        "overrides": []
-      },
-      "options": {
-        "legend": { "calcs": ["mean", "max"], "displayMode": "list", "placement": "bottom", "showLegend": true },
-        "tooltip": { "mode": "single", "sort": "none" }
-      },
-      "targets": [
-        {
-          "datasource": { "type": "prometheus", "uid": "prometheus" },
-          "editorMode": "code",
-          "expr": "histogram_quantile(0.5, rate(ollama_request_duration_seconds_bucket[5m]))",
-          "instant": false,
-          "legendFormat": "p50",
-          "range": true,
-          "refId": "A"
-        }
-      ]
-    },
-    {
-      "id": 2,
-      "type": "timeseries",
-      "title": "Inference Latency p95",
-      "description": "95th percentile of Ollama request duration over a 5-minute window",
-      "gridPos": { "h": 8, "w": 8, "x": 8, "y": 0 },
-      "datasource": { "type": "prometheus", "uid": "prometheus" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisBorderShow": false,
-            "axisCenteredZero": false,
-            "axisColorMode": "text",
-            "axisLabel": "",
-            "axisPlacement": "auto",
-            "barAlignment": 0,
-            "drawStyle": "line",
-            "fillOpacity": 10,
-            "gradientMode": "none",
-            "hideFrom": { "legend": false, "tooltip": false, "viz": false },
-            "insertNulls": false,
-            "lineInterpolation": "linear",
-            "lineWidth": 2,
-            "pointSize": 5,
-            "scaleDistribution": { "type": "linear" },
-            "showPoints": "auto",
-            "spanNulls": false,
-            "stacking": { "group": "A", "mode": "none" },
-            "thresholdsStyle": { "mode": "off" }
-          },
-          "mappings": [],
-          "thresholds": {
-            "mode": "absolute",
-            "steps": [
-              { "color": "green", "value": null },
-              { "color": "red", "value": 80 }
-            ]
-          },
-          "unit": "s"
-        },
-        "overrides": []
-      },
-      "options": {
-        "legend": { "calcs": ["mean", "max"], "displayMode": "list", "placement": "bottom", "showLegend": true },
-        "tooltip": { "mode": "single", "sort": "none" }
-      },
-      "targets": [
-        {
-          "datasource": { "type": "prometheus", "uid": "prometheus" },
-          "editorMode": "code",
-          "expr": "histogram_quantile(0.95, rate(ollama_request_duration_seconds_bucket[5m]))",
-          "instant": false,
-          "legendFormat": "p95",
-          "range": true,
-          "refId": "A"
-        }
-      ]
-    },
-    {
-      "id": 3,
-      "type": "timeseries",
-      "title": "Request Rate",
-      "description": "Ollama requests per second over a 5-minute window",
-      "gridPos": { "h": 8, "w": 8, "x": 16, "y": 0 },
-      "datasource": { "type": "prometheus", "uid": "prometheus" },
-      "fieldConfig": {
-        "defaults": {
-          "color": { "mode": "palette-classic" },
-          "custom": {
-            "axisBorderShow": false,
-            "axisCenteredZero": false,
-            "axisColorMode": "text",
-            "axisLabel": "",
-            "axisPlacement": "auto",
-            "barAlignment": 0,
-            "drawStyle": "line",
-            "fillOpacity": 10,
-            "gradientMode": "none",
-            "hideFrom": { "legend": false, "tooltip": false, "viz": false },
-            "insertNulls": false,
-            "lineInterpolation": "linear",
-            "lineWidth": 2,
-            "pointSize": 5,
-            "scaleDistribution": { "type": "linear" },
-            "showPoints": "auto",
-            "spanNulls": false,
-            "stacking": { "group": "A", "mode": "none" },
-            "thresholdsStyle": { "mode": "off" }
-          },
-          "mappings": [],
-          "thresholds": {
-            "mode": "absolute",
-            "steps": [
-              { "color": "green", "value": null },
-              { "color": "red", "value": 80 }
-            ]
-          },
-          "unit": "reqps"
-        },
-        "overrides": []
-      },
-      "options": {
-        "legend": { "calcs": ["mean", "max"], "displayMode": "list", "placement": "bottom", "showLegend": true },
-        "tooltip": { "mode": "single", "sort": "none" }
-      },
-      "targets": [
-        {
-          "datasource": { "type": "prometheus", "uid": "prometheus" },
-          "editorMode": "code",
-          "expr": "rate(ollama_requests_total[5m])",
-          "instant": false,
-          "legendFormat": "req/s",
-          "range": true,
-          "refId": "A"
-        }
-      ]
-    }
-  ],
-  "preload": false,
-  "templating": {
-    "list": []
-  }
-}
diff --git a/infra/observability/prometheus/prometheus.yml b/infra/observability/prometheus/prometheus.yml
index 53121566..ecffc410 100644
--- a/infra/observability/prometheus/prometheus.yml
+++ b/infra/observability/prometheus/prometheus.yml
@@ -22,8 +22,3 @@ scrape_configs:
     static_configs:
       - targets: ['ocr-service:8000']
 
-  - job_name: ollama
-    metrics_path: /metrics
-    static_configs:
-      # Uses the Docker service name for reliable DNS resolution.
-      - targets: ['ollama:11434']