diff --git a/abogen/web/routes.py b/abogen/web/routes.py
index 35eaa2b..4e3edb7 100644
--- a/abogen/web/routes.py
+++ b/abogen/web/routes.py
@@ -2151,6 +2151,10 @@ def entities_page() -> ResponseReturnValue:
     raw_language = (request.args.get("lang") or settings.get("language") or "a").strip().lower()
     language = raw_language if raw_language in languages_map else "a"
 
+    status_code = (request.args.get("status") or "").strip().lower()
+    status_token = (request.args.get("token") or "").strip()
+    status_error = (request.args.get("error") or "").strip()
+
     query = (request.args.get("q") or "").strip()
     voice_filter = (request.args.get("voice") or "all").strip().lower()
     pronunciation_filter = (request.args.get("pronunciation") or "all").strip().lower()
@@ -2207,6 +2211,12 @@ def entities_page() -> ResponseReturnValue:
         {"value": "without-pronunciation", "label": "No pronunciation"},
     ]
 
+    status_message = ""
+    if status_code == "saved":
+        status_message = f"Updated override for {status_token or 'override'}."
+    elif status_code == "deleted":
+        status_message = f"Deleted override for {status_token or 'override'}."
+
     context = {
         "options": options,
         "language": language,
@@ -2220,10 +2230,69 @@ def entities_page() -> ResponseReturnValue:
         "limit": limit_value,
         "overrides": display_rows,
         "stats": stats,
+        "status_message": status_message,
+        "status_error": status_error,
     }
     return render_template("entities.html", **context)
 
 
+@web_bp.post("/entities/override")
+def entities_override_update() -> ResponseReturnValue:
+    options = _template_options()
+    languages_map = options.get("languages", {})
+
+    raw_language = (request.form.get("lang") or "").strip().lower()
+    language = raw_language if raw_language in languages_map else "a"
+
+    token_value = (request.form.get("token") or "").strip()
+    action = (request.form.get("action") or "save").strip().lower()
+    pronunciation_value = (request.form.get("pronunciation") or "").strip()
+    voice_value = (request.form.get("voice") or "").strip()
+    notes_value = (request.form.get("notes") or "").strip()
+
+    redirect_params: Dict[str, Any] = {"lang": language}
+    state_mappings = (
+        ("state_voice", "voice"),
+        ("state_pronunciation", "pronunciation"),
+        ("state_limit", "limit"),
+        ("state_query", "q"),
+    )
+    for form_key, query_key in state_mappings:
+        value = (request.form.get(form_key) or "").strip()
+        if value:
+            redirect_params[query_key] = value
+
+    if not token_value:
+        redirect_params["status"] = "error"
+        redirect_params["error"] = "Missing override token."
+        return redirect(url_for("web.entities_page", **redirect_params))
+
+    status_code = "saved"
+    try:
+        if action == "delete":
+            delete_pronunciation_override(language=language, token=token_value)
+            status_code = "deleted"
+        else:
+            save_pronunciation_override(
+                language=language,
+                token=token_value,
+                pronunciation=pronunciation_value or None,
+                voice=voice_value or None,
+                notes=notes_value or None,
+                context=None,
+            )
+            status_code = "saved"
+    except Exception as exc:  # pragma: no cover - defensive logging
+        current_app.logger.exception("Failed to %s override for token %s", action, token_value)
+        redirect_params["status"] = "error"
+        redirect_params["error"] = "Failed to update override."
+        return redirect(url_for("web.entities_page", **redirect_params))
+
+    redirect_params["status"] = status_code
+    redirect_params["token"] = token_value
+    return redirect(url_for("web.entities_page", **redirect_params))
+
+
 @web_bp.route("/speakers", methods=["GET", "POST"])
 def speaker_configs_page() -> ResponseReturnValue:
     options = _template_options()
diff --git a/abogen/web/static/styles.css b/abogen/web/static/styles.css
index f512edd..c434357 100644
--- a/abogen/web/static/styles.css
+++ b/abogen/web/static/styles.css
@@ -25,6 +25,27 @@ body {
   flex-direction: column;
 }
 
+.notice {
+  margin: 0 0 1.5rem;
+  padding: 0.9rem 1.1rem;
+  border-radius: 16px;
+  border: 1px solid rgba(56, 189, 248, 0.32);
+  background: rgba(14, 165, 233, 0.18);
+  color: var(--text);
+  font-size: 0.95rem;
+  box-shadow: 0 12px 30px rgba(8, 15, 32, 0.22);
+}
+
+.notice--success {
+  border-color: rgba(52, 211, 153, 0.42);
+  background: rgba(34, 197, 94, 0.18);
+}
+
+.notice--error {
+  border-color: rgba(248, 113, 113, 0.48);
+  background: rgba(248, 113, 113, 0.18);
+}
+
 .top-bar {
   backdrop-filter: blur(20px);
   background: linear-gradient(90deg, rgba(15, 23, 42, 0.9), rgba(30, 41, 59, 0.7));
@@ -1194,6 +1215,50 @@ button.step-indicator__item:focus-visible {
   background: rgba(56, 189, 248, 0.08);
 }
 
+.overrides-table__token {
+  font-weight: 600;
+  letter-spacing: 0.02em;
+}
+
+.overrides-table__input,
+.overrides-table__select {
+  width: 100%;
+  box-sizing: border-box;
+  border-radius: 12px;
+  border: 1px solid rgba(148, 163, 184, 0.2);
+  background: rgba(15, 23, 42, 0.45);
+  color: var(--text);
+  padding: 0.6rem 0.75rem;
+  font-size: 0.95rem;
+  transition: border 0.2s ease, box-shadow 0.2s ease;
+}
+
+.overrides-table__input:focus,
+.overrides-table__select:focus {
+  outline: none;
+  border-color: rgba(56, 189, 248, 0.55);
+  box-shadow: 0 0 0 3px rgba(56, 189, 248, 0.18);
+}
+
+.overrides-table__select {
+  appearance: none;
+}
+
+.overrides-table__actions-heading {
+  text-align: right;
+}
+
+.overrides-table__actions {
+  display: flex;
+  flex-wrap: wrap;
+  justify-content: flex-end;
+  gap: 0.5rem;
+}
+
+.overrides-table__form {
+  margin: 0;
+}
+
 .progress-bar {
   width: 100%;
   height: 9px;
diff --git a/abogen/web/templates/entities.html b/abogen/web/templates/entities.html
index 63a284c..ac06d81 100644
--- a/abogen/web/templates/entities.html
+++ b/abogen/web/templates/entities.html
@@ -59,9 +59,14 @@
       {{ stats.with_pronunciation }} with pronunciations · {{ stats.with_voice }} with assigned voices
     </p>
   </header>
+  {% if status_message or status_error %}
+  <div class="notice {% if status_error %}notice--error{% else %}notice--success{% endif %}">
+    {{ status_error or status_message }}
+  </div>
+  {% endif %}
   {% if overrides %}
   <div class="table-wrapper">
-    <table class="data-table">
+    <table class="jobs-table overrides-table">
       <thead>
         <tr>
           <th scope="col">Token</th>
@@ -70,17 +75,69 @@
           <th scope="col">Notes</th>
           <th scope="col">Usage</th>
           <th scope="col">Last updated</th>
+          <th scope="col" class="overrides-table__actions-heading">Actions</th>
         </tr>
       </thead>
       <tbody>
         {% for override in overrides %}
+        {% set form_id = "override-form-" ~ loop.index %}
         <tr>
-          <td data-label="Token">{{ override.token }}</td>
-          <td data-label="Pronunciation">{{ override.pronunciation or "—" }}</td>
-          <td data-label="Voice">{{ override.voice or "—" }}</td>
-          <td data-label="Notes">{{ override.notes or "" }}</td>
+          <td data-label="Token"><span class="overrides-table__token">{{ override.token }}</span></td>
+          <td data-label="Pronunciation">
+            <input
+              class="overrides-table__input"
+              type="text"
+              name="pronunciation"
+              form="{{ form_id }}"
+              value="{{ override.pronunciation or '' }}"
+              placeholder="Add pronunciation"
+            >
+          </td>
+          <td data-label="Voice">
+            <select
+              class="overrides-table__select"
+              name="voice"
+              form="{{ form_id }}"
+            >
+              <option value="" {% if not override.voice %}selected{% endif %}>No override</option>
+              {% for voice in options.voice_catalog %}
+              <option value="{{ voice.id }}" {% if override.voice == voice.id %}selected{% endif %}>
+                {{ voice.display_name }} - {{ voice.language_label }} - {{ voice.gender }}
+              </option>
+              {% endfor %}
+            </select>
+          </td>
+          <td data-label="Notes">
+            <input
+              class="overrides-table__input"
+              type="text"
+              name="notes"
+              form="{{ form_id }}"
+              value="{{ override.notes or '' }}"
+              placeholder="Add notes"
+            >
+          </td>
           <td data-label="Usage">{{ override.usage_count }}</td>
           <td data-label="Last updated">{{ override.updated_at_label }}</td>
+          <td data-label="Actions">
+            <form
+              id="{{ form_id }}"
+              class="overrides-table__form"
+              method="post"
+              action="{{ url_for('web.entities_override_update') }}"
+            >
+              <input type="hidden" name="lang" value="{{ language }}">
+              <input type="hidden" name="token" value="{{ override.token }}">
+              <input type="hidden" name="state_voice" value="{{ voice_filter }}">
+              <input type="hidden" name="state_pronunciation" value="{{ pronunciation_filter }}">
+              <input type="hidden" name="state_limit" value="{{ limit }}">
+              <input type="hidden" name="state_query" value="{{ query }}">
+              <div class="overrides-table__actions">
+                <button type="submit" class="button button--small" name="action" value="save">Save</button>
+                <button type="submit" class="button button--ghost button--small button--danger" name="action" value="delete">Delete</button>
+              </div>
+            </form>
+          </td>
         </tr>
         {% endfor %}
       </tbody>