From 693faa86219573dcf1ddf0c8b2a5b1e816e4c179 Mon Sep 17 00:00:00 2001
From: Ruslan Bakiev <572431+veikab@users.noreply.github.com>
Date: Wed, 18 Feb 2026 21:50:41 +0700
Subject: [PATCH] Seed 20 Odoo+AI prospects and enforce model-only chat
 responses

---
 Frontend/app.vue                           | 170 +++++++++++++----
 Frontend/prisma/seed.mjs                   | 212 +++++++++++----------
 Frontend/server/agent/langgraphCrmAgent.ts |  68 +++++--
 3 files changed, 293 insertions(+), 157 deletions(-)

diff --git a/Frontend/app.vue b/Frontend/app.vue
index b551a27..c177b78 100644
--- a/Frontend/app.vue
+++ b/Frontend/app.vue
@@ -100,6 +100,7 @@ const tabs: { id: TabId; label: string }[] = [
 ];
 
 const selectedTab = ref<TabId>("communications");
+const pilotSettingsOpen = ref(false);
 
 function dayKey(date: Date) {
   const y = date.getFullYear();
@@ -221,6 +222,19 @@ const loginPassword = ref("");
 const loginError = ref<string | null>(null);
 const loginBusy = ref(false);
 
+const userMood = computed(() => {
+  const hour = new Date().getHours();
+  if (hour < 12) return "⚡";
+  if (hour < 18) return "🚀";
+  return "🌙";
+});
+
+const userInitial = computed(() => {
+  const name = authMe.value?.user?.name?.trim();
+  if (!name) return "U";
+  return name.charAt(0).toUpperCase();
+});
+
 const activeChatConversation = computed<ChatConversation | null>(() => {
   const activeId = authMe.value?.conversation.id;
   if (!activeId) return null;
@@ -734,6 +748,13 @@ watchEffect(() => {
 
 const selectedDocument = computed(() => documents.value.find((item) => item.id === selectedDocumentId.value));
 
+function openPilotDocument(docId: string) {
+  if (!docId) return;
+  selectedTab.value = "documents";
+  selectedDocumentId.value = docId;
+  pilotSettingsOpen.value = false;
+}
+
 const peopleLeftMode = ref<PeopleLeftMode>("contacts");
 const peopleListMode = ref<"contacts" | "deals">("contacts");
 const peopleSearch = ref("");
@@ -1049,6 +1070,12 @@ function openDealThread(deal: Deal) {
 }
 
 function openThreadFromCalendarItem(event: CalendarEvent) {
+  if (!event.contact?.trim()) {
+    selectedTab.value = "communications";
+    peopleLeftMode.value = "calendar";
+    pickDate(event.start.slice(0, 10));
+    return;
+  }
   openCommunicationThread(event.contact);
   selectedCommChannel.value = "All";
 }
@@ -1179,8 +1206,8 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
 </script>
 
 <template>
-  <div class="min-h-screen p-3 md:p-5">
-    <div v-if="!authMe" class="flex min-h-[calc(100vh-2.5rem)] items-center justify-center">
+  <div class="h-[100dvh] overflow-hidden bg-base-200/35">
+    <div v-if="!authMe" class="flex h-full items-center justify-center px-3">
       <div class="card w-full max-w-sm border border-base-300 bg-base-100 shadow-sm">
         <div class="card-body p-5">
           <h1 class="text-lg font-semibold">Login</h1>
@@ -1210,9 +1237,9 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
     </div>
 
     <template v-else>
-      <div class="grid gap-3 lg:grid-cols-12 lg:gap-4">
-        <aside class="pilot-shell card min-h-0 border border-base-300 shadow-sm lg:col-span-3 lg:sticky lg:top-5 lg:h-[calc(100vh-2.5rem)]">
-          <div class="card-body h-full min-h-0 p-0">
+      <div class="grid h-full min-h-0 grid-cols-1 gap-0 lg:grid-cols-[320px_minmax(0,1fr)]">
+        <aside class="pilot-shell min-h-0 border-r border-base-300">
+          <div class="flex h-full min-h-0 flex-col p-0">
             <div class="pilot-header">
               <div>
                 <h2 class="text-sm font-semibold uppercase tracking-wide text-white/75">Pilot Chat</h2>
@@ -1220,7 +1247,31 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                   {{ authMe.team.name }} · {{ authMe.user.name }} · {{ authMe.conversation.title }}
                 </p>
               </div>
-              <button class="btn btn-ghost btn-xs text-white/80 hover:bg-white/10" @click="logout">Logout</button>
+              <button
+                class="btn btn-ghost btn-xs btn-square text-white/80 hover:bg-white/10"
+                title="Pilot settings"
+                @click="pilotSettingsOpen = !pilotSettingsOpen"
+              >
+                <svg viewBox="0 0 24 24" class="h-4 w-4 fill-current">
+                  <path d="M19.14 12.94a7.43 7.43 0 0 0 .05-.94 7.43 7.43 0 0 0-.05-.94l2.03-1.58a.5.5 0 0 0 .12-.64l-1.92-3.32a.5.5 0 0 0-.6-.22l-2.39.96a7.28 7.28 0 0 0-1.62-.94l-.36-2.54A.5.5 0 0 0 14.9 2h-3.8a.5.5 0 0 0-.49.42l-.36 2.54c-.58.22-1.12.53-1.62.94l-2.39-.96a.5.5 0 0 0-.6.22L3.72 8.84a.5.5 0 0 0 .12.64l2.03 1.58c-.03.31-.05.63-.05.94s.02.63.05.94l-2.03 1.58a.5.5 0 0 0-.12.64l1.92 3.32c.13.23.4.32.64.22l2.39-.96c.5.41 1.04.72 1.62.94l.36 2.54c.04.24.25.42.49.42h3.8c.24 0 .45-.18.49-.42l.36-2.54c.58-.22 1.12-.53 1.62-.94l2.39.96c.24.1.51.01.64-.22l1.92-3.32a.5.5 0 0 0-.12-.64zM13 15.5A3.5 3.5 0 1 1 13 8.5a3.5 3.5 0 0 1 0 7z" />
+                </svg>
+              </button>
+            </div>
+            <div v-if="pilotSettingsOpen" class="pilot-settings-panel">
+              <p class="text-[11px] font-semibold uppercase tracking-wide text-white/65">Pilot Settings</p>
+              <p class="mt-1 text-xs text-white/70">Prompt sources from workspace documents.</p>
+              <div class="mt-2 max-h-44 space-y-1 overflow-y-auto pr-1">
+                <button
+                  v-for="doc in documents.slice(0, 10)"
+                  :key="`pilot-doc-${doc.id}`"
+                  class="w-full rounded-lg border border-white/10 bg-white/5 px-2 py-1.5 text-left text-xs text-white/85 transition hover:bg-white/10"
+                  @click="openPilotDocument(doc.id)"
+                >
+                  <p class="truncate font-medium">{{ doc.title }}</p>
+                  <p class="truncate text-[11px] text-white/55">{{ doc.type }} · {{ doc.owner }}</p>
+                </button>
+                <p v-if="documents.length === 0" class="text-xs text-white/55">No documents yet.</p>
+              </div>
             </div>
 
             <div class="pilot-threads">
@@ -1327,10 +1378,22 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
           </div>
         </aside>
 
-        <main class="card border border-base-300 bg-base-100 shadow-sm lg:col-span-9">
-        <div class="card-body flex flex-col p-3 pb-20 md:p-4 md:pb-24">
-          <div class="flex-1">
-            <section v-if="selectedTab === 'communications' && peopleLeftMode === 'calendar'" class="space-y-3">
+        <main class="min-h-0 bg-base-100">
+        <div class="flex h-full min-h-0 flex-col pb-20 md:pb-24">
+          <div class="workspace-topbar border-b border-base-300 px-3 py-2 md:px-4">
+            <div class="ml-auto flex items-center gap-2">
+              <div class="inline-flex items-center gap-2 rounded-xl border border-base-300 bg-base-100 px-2 py-1.5">
+                <div class="inline-flex h-8 w-8 items-center justify-center rounded-full bg-primary/15 text-sm font-semibold text-primary">{{ userInitial }}</div>
+                <div class="min-w-0">
+                  <p class="truncate text-xs font-semibold">{{ authMe.user.name }} {{ userMood }}</p>
+                  <p class="truncate text-[11px] text-base-content/60">{{ authMe.user.phone }}</p>
+                </div>
+              </div>
+              <button class="btn btn-sm btn-outline" @click="logout">Logout</button>
+            </div>
+          </div>
+          <div class="min-h-0 flex-1 p-3 md:p-4">
+            <section v-if="selectedTab === 'communications' && peopleLeftMode === 'calendar'" class="flex h-full min-h-0 flex-col gap-3">
             <div class="mb-1 flex justify-end">
               <div class="join">
                 <button class="btn btn-sm join-item btn-ghost" @click="peopleLeftMode = 'contacts'">Contacts</button>
@@ -1361,6 +1424,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
               </div>
             </div>
 
+            <div class="min-h-0 flex-1 overflow-y-auto pr-1">
             <div v-if="calendarView === 'month'" class="space-y-1">
               <div class="grid grid-cols-7 gap-1 text-center text-xs font-semibold text-base-content/60">
                 <span>Sun</span>
@@ -1384,9 +1448,14 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                   @click="pickDate(cell.key)"
                 >
                   <p class="mb-1 text-xs font-semibold">{{ cell.day }}</p>
-                  <p v-for="event in cell.events.slice(0, 2)" :key="event.id" class="truncate text-[10px] text-base-content/70">
+                  <button
+                    v-for="event in cell.events.slice(0, 2)"
+                    :key="event.id"
+                    class="block w-full truncate text-left text-[10px] text-base-content/70 hover:underline"
+                    @click.stop="openThreadFromCalendarItem(event)"
+                  >
                     {{ formatTime(event.start) }} {{ event.title }}
-                  </p>
+                  </button>
                 </button>
               </div>
             </div>
@@ -1401,21 +1470,31 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
               >
                 <p class="mb-2 text-sm font-semibold">{{ day.label }} {{ day.day }}</p>
                 <div class="space-y-1">
-                  <p v-for="event in day.events" :key="event.id" class="rounded bg-base-200 px-2 py-1 text-xs">
+                  <button
+                    v-for="event in day.events"
+                    :key="event.id"
+                    class="block w-full rounded bg-base-200 px-2 py-1 text-left text-xs hover:bg-base-300/80"
+                    @click.stop="openThreadFromCalendarItem(event)"
+                  >
                     {{ formatTime(event.start) }} - {{ event.title }} ({{ event.contact }})
-                  </p>
+                  </button>
                   <p v-if="day.events.length === 0" class="text-xs text-base-content/50">No events</p>
                 </div>
               </article>
             </div>
 
             <div v-else-if="calendarView === 'day'" class="space-y-2">
-              <article v-for="event in selectedDayEvents" :key="event.id" class="rounded-xl border border-base-300 p-3">
+              <button
+                v-for="event in selectedDayEvents"
+                :key="event.id"
+                class="block w-full rounded-xl border border-base-300 p-3 text-left transition hover:bg-base-200/60"
+                @click="openThreadFromCalendarItem(event)"
+              >
                 <p class="font-medium">{{ event.title }}</p>
                 <p class="text-xs text-base-content/60">{{ event.contact }}</p>
                 <p class="text-xs text-base-content/60">{{ formatTime(event.start) }} - {{ formatTime(event.end) }}</p>
                 <p class="mt-1 text-sm text-base-content/80">{{ event.note }}</p>
-              </article>
+              </button>
               <p v-if="selectedDayEvents.length === 0" class="text-sm text-base-content/60">No events on this day.</p>
             </div>
 
@@ -1428,19 +1507,29 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
               >
                 <p class="font-medium">{{ item.label }}</p>
                 <p class="text-xs text-base-content/60">{{ item.count }} events</p>
-                <p v-if="item.first" class="mt-1 text-xs text-base-content/70">
+                <button
+                  v-if="item.first"
+                  class="mt-1 block w-full text-left text-xs text-base-content/70 hover:underline"
+                  @click.stop="openThreadFromCalendarItem(item.first)"
+                >
                   {{ formatDay(item.first.start) }} · {{ item.first.title }}
-                </p>
+                </button>
               </button>
             </div>
 
             <div v-else class="space-y-2">
-              <article v-for="event in sortedEvents" :key="event.id" class="rounded-xl border border-base-300 p-3">
+              <button
+                v-for="event in sortedEvents"
+                :key="event.id"
+                class="block w-full rounded-xl border border-base-300 p-3 text-left transition hover:bg-base-200/60"
+                @click="openThreadFromCalendarItem(event)"
+              >
                 <p class="font-medium">{{ event.title }}</p>
                 <p class="text-xs text-base-content/60">{{ event.contact }}</p>
                 <p class="text-xs text-base-content/60">{{ formatDay(event.start) }} · {{ formatTime(event.start) }} - {{ formatTime(event.end) }}</p>
                 <p class="mt-1 text-sm text-base-content/80">{{ event.note }}</p>
-              </article>
+              </button>
+            </div>
             </div>
             </section>
 
@@ -1623,15 +1712,15 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
             </div>
             </section>
 
-            <section v-else-if="selectedTab === 'communications' && peopleLeftMode === 'contacts'" class="space-y-3">
+            <section v-else-if="selectedTab === 'communications' && peopleLeftMode === 'contacts'" class="flex h-full min-h-0 flex-col gap-3">
             <div class="mb-1 flex justify-end">
               <div class="join">
                 <button class="btn btn-sm join-item btn-primary" @click="peopleLeftMode = 'contacts'">Contacts</button>
                 <button class="btn btn-sm join-item btn-ghost" @click="peopleLeftMode = 'calendar'">Calendar</button>
               </div>
             </div>
-            <div class="grid gap-3 md:grid-cols-[220px_minmax(0,1fr)_320px]">
-              <aside class="min-h-0 rounded-xl border border-base-300">
+            <div class="grid min-h-0 flex-1 gap-0 md:grid-cols-[220px_minmax(0,1fr)_320px]">
+              <aside class="min-h-0 border-r border-base-300 flex flex-col">
                 <div class="sticky top-0 z-20 border-b border-base-300 bg-base-100 p-2">
                   <div class="mb-2 flex items-center gap-1">
                     <button
@@ -1687,7 +1776,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                   </div>
                 </div>
 
-                <div class="min-h-0 space-y-1.5 overflow-y-auto p-2">
+                <div class="min-h-0 flex-1 space-y-1.5 overflow-y-auto p-2">
                   <button
                     v-if="peopleListMode === 'contacts'"
                     v-for="thread in peopleContactList"
@@ -1752,7 +1841,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                 </div>
               </aside>
 
-              <article class="min-h-0 rounded-xl border border-base-300">
+              <article class="min-h-0 border-r border-base-300 flex flex-col">
                 <div v-if="false" class="p-3">
                   <div class="grid grid-cols-[auto_1fr_auto] items-center gap-2">
                     <div class="flex items-center gap-1">
@@ -1881,7 +1970,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                   </div>
                 </div>
 
-                <div v-else-if="selectedCommThread" class="relative flex flex-col p-3">
+                <div v-else-if="selectedCommThread" class="relative flex h-full min-h-0 flex-col p-3">
                   <div class="mb-3 flex items-start justify-between gap-2 border-b border-base-300 pb-2">
                     <div>
                       <p class="font-medium">{{ selectedCommThread.contact }}</p>
@@ -1933,7 +2022,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                     </button>
                   </div>
 
-                  <div class="space-y-2 pr-1">
+                  <div class="min-h-0 flex-1 space-y-2 overflow-y-auto pr-1">
                     <div v-for="entry in threadStreamItems" :key="entry.id">
                       <div v-if="entry.kind === 'call'" class="flex justify-center">
                         <div class="call-wave-card w-full max-w-[460px] rounded-2xl border border-base-300 px-4 py-3 text-center">
@@ -2036,8 +2125,8 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                 </div>
               </article>
 
-              <aside class="min-h-0 rounded-xl border border-base-300">
-                <div v-if="selectedWorkspaceContact" class="h-full p-3">
+              <aside class="min-h-0">
+                <div v-if="selectedWorkspaceContact" class="flex h-full min-h-0 flex-col p-3">
                   <div class="mb-3 flex items-start justify-between gap-2 border-b border-base-300 pb-2">
                     <div>
                       <p class="font-medium">{{ selectedWorkspaceContact.name }}</p>
@@ -2058,6 +2147,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                     </button>
                   </div>
 
+                  <div class="min-h-0 flex-1 overflow-y-auto pr-1">
                   <div v-if="rightSidebarMode === 'pinned'" class="space-y-2">
                     <article
                       v-for="item in selectedCommPinnedStream"
@@ -2106,6 +2196,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                       />
                     </div>
                   </template>
+                  </div>
                 </div>
 
                 <div v-else class="flex h-full items-center justify-center text-sm text-base-content/60">
@@ -2115,7 +2206,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
             </div>
             </section>
 
-            <section v-else-if="selectedTab === 'documents'" class="space-y-3">
+            <section v-else-if="selectedTab === 'documents'" class="flex h-full min-h-0 flex-col gap-3">
             <div class="rounded-xl border border-base-300 p-3">
               <div class="grid gap-2 md:grid-cols-[1fr_220px]">
                 <label class="form-control">
@@ -2137,9 +2228,9 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
               </div>
             </div>
 
-            <div class="grid gap-3 md:grid-cols-12">
-              <aside class="min-h-0 rounded-xl border border-base-300 md:col-span-4">
-                <div class="min-h-0 space-y-2 overflow-y-auto p-2">
+            <div class="grid min-h-0 flex-1 gap-0 md:grid-cols-12">
+              <aside class="min-h-0 border-r border-base-300 md:col-span-4 flex flex-col">
+                <div class="min-h-0 flex-1 space-y-2 overflow-y-auto p-2">
                   <button
                     v-for="doc in filteredDocuments"
                     :key="doc.id"
@@ -2155,8 +2246,8 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                 </div>
               </aside>
 
-              <article class="min-h-0 rounded-xl border border-base-300 md:col-span-8">
-                <div v-if="selectedDocument" class="p-3 md:p-4">
+              <article class="min-h-0 md:col-span-8 flex flex-col">
+                <div v-if="selectedDocument" class="flex h-full min-h-0 flex-col p-3 md:p-4">
                   <div class="border-b border-base-300 pb-2">
                     <p class="font-medium">{{ selectedDocument.title }}</p>
                     <p class="text-xs text-base-content/60">
@@ -2165,7 +2256,7 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
                     <p class="mt-1 text-sm text-base-content/80">{{ selectedDocument.summary }}</p>
                   </div>
 
-                  <div class="mt-3">
+                  <div class="mt-3 min-h-0 flex-1 overflow-y-auto">
                     <ContactCollaborativeEditor
                       :key="`doc-editor-${selectedDocument.id}`"
                       v-model="selectedDocument.body"
@@ -2226,12 +2317,19 @@ async function decideFeedCard(card: FeedCard, decision: "accepted" | "rejected")
 .pilot-header {
   display: flex;
   justify-content: space-between;
+  align-items: flex-start;
   gap: 12px;
   padding: 12px;
   border-bottom: 1px solid rgba(255, 255, 255, 0.08);
   background: rgba(8, 10, 16, 0.2);
 }
 
+.pilot-settings-panel {
+  border-bottom: 1px solid rgba(255, 255, 255, 0.08);
+  background: rgba(8, 10, 16, 0.34);
+  padding: 10px;
+}
+
 .pilot-threads {
   padding: 10px 10px 8px;
   border-bottom: 1px solid rgba(255, 255, 255, 0.08);
diff --git a/Frontend/prisma/seed.mjs b/Frontend/prisma/seed.mjs
index ab93868..9aa1d85 100644
--- a/Frontend/prisma/seed.mjs
+++ b/Frontend/prisma/seed.mjs
@@ -55,52 +55,44 @@ function plusMinutes(date, minutes) {
   return d;
 }
 
-function buildContacts(teamId, count) {
-  const firstNames = [
-    "Alex", "Mia", "Leo", "Sofia", "Noah", "Emma", "Liam", "Ava", "Ethan", "Luna",
-    "Mason", "Chloe", "Logan", "Mila", "Lucas", "Nora", "Elijah", "Zoey", "James", "Aria",
-    "Daniel", "Nina", "Henry", "Layla", "Oliver", "Iris", "Oscar", "Diana", "Max", "Eva",
-  ];
-  const lastNames = [
-    "Carter", "Meyer", "Ali", "Petrov", "Rivera", "Ivanova", "Fisher", "Khan", "Wright", "Cole",
-    "Silva", "Morris", "King", "Anderson", "Lopez", "Walker", "Young", "Scott", "Green", "Parker",
-  ];
-  const companies = [
-    "Northline", "Connecta", "Volta", "Blueport", "Skyline", "PrimeGrid", "Helio", "CoreLabs", "NovaTrade", "Astera",
-  ];
-  const locations = [
-    { country: "USA", city: "New York" },
-    { country: "USA", city: "Austin" },
-    { country: "Germany", city: "Berlin" },
-    { country: "UAE", city: "Dubai" },
-    { country: "Spain", city: "Barcelona" },
-    { country: "Armenia", city: "Yerevan" },
-    { country: "UK", city: "London" },
-    { country: "France", city: "Paris" },
-    { country: "Singapore", city: "Singapore" },
-    { country: "Canada", city: "Toronto" },
+function buildOdooAiContacts(teamId) {
+  const prospects = [
+    { name: "Olivia Reed", company: "RetailNova", country: "USA", location: "New York", email: "olivia.reed@retailnova.com", phone: "+1 555 120 0101" },
+    { name: "Daniel Kim", company: "ForgePeak Manufacturing", country: "USA", location: "Chicago", email: "daniel.kim@forgepeak.com", phone: "+1 555 120 0102" },
+    { name: "Marta Alonso", company: "Iberia Foods Group", country: "Spain", location: "Barcelona", email: "marta.alonso@iberiafoods.es", phone: "+34 91 555 0103" },
+    { name: "Youssef Haddad", company: "GulfTrade Distribution", country: "UAE", location: "Dubai", email: "youssef.haddad@gulftrade.ae", phone: "+971 4 555 0104" },
+    { name: "Emma Collins", company: "NorthBridge Logistics", country: "UK", location: "London", email: "emma.collins@northbridge.co.uk", phone: "+44 20 5550 0105" },
+    { name: "Noah Fischer", company: "Bergmann Auto Parts", country: "Germany", location: "Munich", email: "noah.fischer@bergmann-auto.de", phone: "+49 89 5550 0106" },
+    { name: "Ava Choi", company: "Pacific MedTech Supply", country: "Singapore", location: "Singapore", email: "ava.choi@pacificmedtech.sg", phone: "+65 6555 0107" },
+    { name: "Liam Dubois", company: "HexaCommerce", country: "France", location: "Paris", email: "liam.dubois@hexacommerce.fr", phone: "+33 1 55 50 0108" },
+    { name: "Maya Shah", company: "Zenith Consumer Brands", country: "Canada", location: "Toronto", email: "maya.shah@zenithbrands.ca", phone: "+1 416 555 0109" },
+    { name: "Arman Petrosyan", company: "Ararat Electronics", country: "Armenia", location: "Yerevan", email: "arman.petrosyan@ararat-electronics.am", phone: "+374 10 555110" },
+    { name: "Sophia Martinez", company: "Sunline Home Goods", country: "USA", location: "Austin", email: "sophia.martinez@sunlinehg.com", phone: "+1 555 120 0111" },
+    { name: "Leo Novak", company: "CentralBuild Materials", country: "Germany", location: "Berlin", email: "leo.novak@centralbuild.de", phone: "+49 30 5550 0112" },
+    { name: "Isla Grant", company: "BlueHarbor Pharma", country: "UK", location: "Manchester", email: "isla.grant@blueharbor.co.uk", phone: "+44 161 555 0113" },
+    { name: "Mateo Rossi", company: "Milano Fashion House", country: "Italy", location: "Milan", email: "mateo.rossi@milanofh.it", phone: "+39 02 5550 0114" },
+    { name: "Nina Volkova", company: "Polar AgriTech", country: "Kazakhstan", location: "Almaty", email: "nina.volkova@polaragri.kz", phone: "+7 727 555 0115" },
+    { name: "Ethan Park", company: "Vertex Components", country: "South Korea", location: "Seoul", email: "ethan.park@vertexcomponents.kr", phone: "+82 2 555 0116" },
+    { name: "Zara Khan", company: "Crescent Retail Chain", country: "UAE", location: "Abu Dhabi", email: "zara.khan@crescentretail.ae", phone: "+971 2 555 0117" },
+    { name: "Hugo Silva", company: "Luso Industrial Systems", country: "Portugal", location: "Lisbon", email: "hugo.silva@lusois.pt", phone: "+351 21 555 0118" },
+    { name: "Chloe Bernard", company: "Santex Clinics Network", country: "France", location: "Lyon", email: "chloe.bernard@santex.fr", phone: "+33 4 55 50 0119" },
+    { name: "James Walker", company: "Metro Wholesale Group", country: "USA", location: "Los Angeles", email: "james.walker@metrowholesale.com", phone: "+1 555 120 0120" },
   ];
 
-  const rows = [];
-  for (let i = 0; i < count; i += 1) {
-    const first = firstNames[i % firstNames.length];
-    const last = lastNames[Math.floor(i / firstNames.length) % lastNames.length];
-    const company = `${companies[i % companies.length]} ${String.fromCharCode(65 + (i % 26))}`;
-    const loc = locations[i % locations.length];
-    const female = i % 2 === 0;
-    const picIdx = (i % 70) + 1;
-    rows.push({
+  return prospects.map((p, idx) => {
+    const female = idx % 2 === 0;
+    const picIdx = (idx % 70) + 1;
+    return {
       teamId,
-      name: `${first} ${last} ${i + 1}`,
-      company,
-      country: loc.country,
-      location: loc.city,
+      name: p.name,
+      company: p.company,
+      country: p.country,
+      location: p.location,
       avatarUrl: `https://randomuser.me/api/portraits/${female ? "women" : "men"}/${picIdx}.jpg`,
-      email: `${first.toLowerCase()}.${last.toLowerCase()}${i + 1}@${company.toLowerCase().replace(/\s+/g, "")}.example`,
-      phone: `+1 555 01${String(i).padStart(4, "0")}`,
-    });
-  }
-  return rows;
+      email: p.email,
+      phone: p.phone,
+    };
+  });
 }
 
 async function main() {
@@ -152,18 +144,27 @@ async function main() {
   ]);
 
   const contacts = await prisma.contact.createManyAndReturn({
-    data: buildContacts(team.id, 220),
+    data: buildOdooAiContacts(team.id),
     select: { id: true, name: true, company: true },
   });
 
+  const integrationModules = [
+    "Sales + CRM + forecasting copilot",
+    "Inventory + demand prediction",
+    "Purchase + supplier risk scoring",
+    "Accounting + AI anomaly detection",
+    "Helpdesk + ticket triage assistant",
+    "Manufacturing + production planning AI",
+  ];
+
   await prisma.contactNote.createMany({
     data: contacts.map((c, idx) => ({
       contactId: c.id,
       content:
-        `Summary for ${c.name}. Main objective: move the account to a predictable weekly rhythm. ` +
-        `Current context: ${c.company ?? "Account"} is active in at least one channel. ` +
-        `Recommended path: keep messages short, lock a concrete next step, and update the note after each interaction. ` +
-        `Priority signal ${idx % 5 === 0 ? "high" : "normal"}.`,
+        `${c.company ?? c.name} is evaluating Odoo implementation with AI extensions. ` +
+        `Primary integration scope: ${integrationModules[idx % integrationModules.length]}. ` +
+        `Main buying trigger: reduce manual operations and shorten decision cycles. ` +
+        `Next milestone: run discovery workshop, confirm data owners, and approve pilot KPI pack.`,
     })),
   });
 
@@ -178,7 +179,7 @@ async function main() {
       kind: "MESSAGE",
       direction: "IN",
       channel: channels[i % channels.length],
-      content: `Hi, this is ${contact.name}. Can we sync on timeline this week?`,
+      content: `Hi, we are reviewing Odoo + AI rollout for ${contact.company}. Can we align on integration timeline this week?`,
       occurredAt: base,
     });
 
@@ -187,7 +188,7 @@ async function main() {
       kind: "MESSAGE",
       direction: "OUT",
       channel: channels[(i + 1) % channels.length],
-      content: `Sure. I suggest two slots and a clear agenda.`,
+      content: "Sure. I suggest a 45-min discovery focused on workflows, API constraints, and pilot KPIs.",
       occurredAt: plusMinutes(base, 22),
     });
 
@@ -196,21 +197,21 @@ async function main() {
       kind: "MESSAGE",
       direction: i % 3 === 0 ? "OUT" : "IN",
       channel: channels[(i + 2) % channels.length],
-      content: `Status update: legal owner and decision date are the two blockers now.`,
+      content: "Status update: technical scope is clear; blocker is budget owner approval and security questionnaire.",
       occurredAt: plusMinutes(base, 65),
     });
 
-    if (i % 4 === 0) {
+    if (i % 3 === 0) {
       contactMessages.push({
         contactId: contact.id,
         kind: "CALL",
         direction: "OUT",
         channel: "PHONE",
-        content: "Voice call from CRM",
+        content: "Discovery call: Odoo modules, data flows, AI use-cases",
         durationSec: 180 + ((i * 23) % 420),
         transcriptJson: [
-          `${contact.name}: We need a clear owner for approval.`,
-          `You: Agreed, let's lock this today and set the next checkpoint.`,
+          `${contact.name}: We need phased rollout, starting from Sales and Inventory.`,
+          "You: Agreed. We can run a 6-week pilot with KPI baseline and weekly checkpoints.",
         ],
         occurredAt: plusMinutes(base, 110),
       });
@@ -226,39 +227,42 @@ async function main() {
         {
           teamId: team.id,
           contactId: c.id,
-          title: `Follow-up with ${c.name}`,
+          title: `Discovery: Odoo + AI with ${c.company ?? c.name}`,
           startsAt: firstStart,
           endsAt: plusMinutes(firstStart, 30),
-          note: "Confirm owner, timeline, and next concrete action.",
+          note: "Confirm integration scope, current stack, and pilot success metrics.",
           status: "planned",
         },
         {
           teamId: team.id,
           contactId: c.id,
-          title: `Checkpoint: ${c.company ?? c.name}`,
+          title: `Architecture workshop: ${c.company ?? c.name}`,
           startsAt: secondStart,
           endsAt: plusMinutes(secondStart, 45),
-          note: "Review progress and unblock pending decisions.",
+          note: "Review API mapping, ETL boundaries, and AI assistant guardrails.",
           status: idx % 6 === 0 ? "done" : "planned",
         },
       ];
     }),
   });
 
-  const stages = ["Qualification", "Proposal", "Negotiation", "Contract"];
+  const stages = ["Lead", "Discovery", "Solution Fit", "Proposal", "Negotiation", "Pilot", "Contract Review"];
   await prisma.deal.createMany({
-    data: contacts
-      .filter((_, idx) => idx % 5 !== 0)
-      .map((c, idx) => ({
+    data: contacts.map((c, idx) => ({
         teamId: team.id,
         contactId: c.id,
-        title: `${c.company ?? "Account"} expansion`,
+        title: `${c.company ?? "Account"} Odoo + AI integration`,
         stage: stages[idx % stages.length],
-        amount: 8000 + (idx % 17) * 1500,
-        nextStep: "Lock next sync and owner on client side.",
-        summary: "Deal is active. Focus on speed and explicit decision checkpoints.",
+        amount: 18000 + (idx % 8) * 7000,
+        nextStep:
+          idx % 4 === 0
+            ? "Send pilot proposal and finalize integration backlog."
+            : "Run solution workshop and align commercial owner on timeline.",
+        summary:
+          "Potential deal for phased Odoo implementation with AI copilots for ops, sales, and planning. " +
+          "Commercial model: discovery + pilot + rollout.",
       })),
-  });
+    });
 
   await prisma.contactPin.createMany({
     data: contacts.map((c, idx) => ({
@@ -266,8 +270,8 @@ async function main() {
       contactId: c.id,
       text:
         idx % 3 === 0
-          ? "Pinned: calendar event is near, prepare a concise follow-up note."
-          : "Pinned: keep one explicit ask in each message.",
+          ? "Pinned: ask for ERP owner, data owner, and target go-live quarter."
+          : "Pinned: keep communication around one KPI and one next action.",
     })),
   });
 
@@ -281,14 +285,14 @@ async function main() {
         contactId: c.id,
         happenedAt: atOffset(-(idx % 6), 9 + (idx % 8), (idx * 9) % 60),
         text:
-          `I analyzed the latest contact activity for ${c.name}. ` +
-          `There is enough momentum to push one concrete action now and reduce response latency.`,
+          `I reviewed ${c.company ?? c.name} account activity for the Odoo + AI opportunity. ` +
+          "There is enough momentum to move the deal one stage with a concrete next action.",
         proposalJson: {
-          title: idx % 2 === 0 ? "Add focused follow-up event" : "Draft a concise unblock message",
+          title: idx % 2 === 0 ? "Schedule pilot scoping call" : "Send unblock note for budget owner",
           details: [
             `Contact: ${c.name}`,
-            idx % 2 === 0 ? "Timing: in the next 60 minutes" : "Timing: send in the primary active channel",
-            "Goal: lock owner and next exact date",
+            idx % 2 === 0 ? "Timing: this week, 45 minutes" : "Timing: today in primary channel",
+            "Goal: confirm scope, owner, and next commercial checkpoint",
           ],
           key: proposalKeys[idx % proposalKeys.length],
         },
@@ -299,62 +303,62 @@ async function main() {
     data: [
       {
         teamId: team.id,
-        title: "Response time regulation",
+        title: "Odoo integration discovery checklist",
         type: "Regulation",
-        owner: "Revenue Ops",
-        scope: "All active deals",
-        summary: "Rules for first response and follow-up SLA across channels.",
-        body: "## SLA\n- First response in under 30 minutes for active threads.\n- Escalate if no owner is assigned.\n\n## Rule\nAlways end a message with one explicit next step.",
+        owner: "Solution Team",
+        scope: "Pre-sale discovery",
+        summary: "Mandatory questions before estimation of Odoo + AI rollout.",
+        body: "## Must capture\n- Current ERP modules\n- Integration endpoints\n- Data owner per domain\n- Security constraints\n- Pilot KPI baseline",
         updatedAt: atOffset(-1, 11, 10),
       },
       {
         teamId: team.id,
-        title: "Discovery playbook",
+        title: "AI copilot playbook for Odoo",
         type: "Playbook",
-        owner: "Sales Lead",
-        scope: "Discovery and qualification",
-        summary: "Consistent structure for discovery calls and follow-up notes.",
-        body: "## Flow\n1. Pain\n2. Impact\n3. Owner\n4. Timeline\n5. Next step\n\n## Output\nStore concise summary in the contact card.",
+        owner: "AI Practice Lead",
+        scope: "Use-case qualification",
+        summary: "How to position forecasting, assistant, and anomaly detection features.",
+        body: "## Flow\n1. Process pain\n2. Data quality\n3. Model target\n4. Success KPI\n5. Pilot scope",
         updatedAt: atOffset(-2, 15, 0),
       },
       {
         teamId: team.id,
-        title: "AI action policy",
+        title: "Pilot pricing matrix",
         type: "Policy",
-        owner: "Founders",
-        scope: "AI recommendations",
-        summary: "What can be auto-drafted and what always needs explicit approval.",
-        body: "## Allowed\n- Draft suggestions\n- Summaries\n\n## Requires approval\n- Outbound send\n- Event creation\n- Deal stage change",
+        owner: "Commercial Ops",
+        scope: "Discovery and pilot contracts",
+        summary: "Price ranges for discovery, pilot, and production rollout phases.",
+        body: "## Typical ranges\n- Discovery: 5k-12k\n- Pilot: 15k-45k\n- Rollout: 50k+\n\nAlways tie cost to scope and timeline.",
         updatedAt: atOffset(-3, 9, 30),
       },
       {
         teamId: team.id,
-        title: "Post-call template",
+        title: "Security and compliance template",
         type: "Template",
-        owner: "Enablement",
-        scope: "Any completed call",
-        summary: "Template for short post-call summary with owners and deadlines.",
-        body: "## Template\n- Aligned\n- Open items\n- Owner per action\n- Next date\n\nKeep it under 6 lines.",
+        owner: "Delivery Office",
+        scope: "Enterprise prospects",
+        summary: "Template answers for data residency, RBAC, audit trail, and PII handling.",
+        body: "## Sections\n- Hosting model\n- Access control\n- Logging and audit\n- Data retention\n- Incident response",
         updatedAt: atOffset(-4, 13, 45),
       },
       {
         teamId: team.id,
-        title: "Objection handling map",
+        title: "Integration architecture blueprint",
         type: "Playbook",
-        owner: "Commercial",
-        scope: "Late-stage objections",
-        summary: "Common objections and concise response strategy.",
-        body: "## Objections\n- Timing\n- Budget\n- Legal\n\n## Response\nAcknowledge, clarify owner, set a concrete checkpoint.",
+        owner: "Architecture Team",
+        scope: "Technical workshops",
+        summary: "Reference architecture for Odoo connectors, ETL, and AI service layer.",
+        body: "## Layers\n- Odoo core modules\n- Integration bus\n- Data warehouse\n- AI service endpoints\n- Monitoring",
         updatedAt: atOffset(-5, 10, 0),
       },
       {
         teamId: team.id,
-        title: "Pipeline hygiene",
+        title: "Go-live readiness checklist",
         type: "Regulation",
-        owner: "Operations",
-        scope: "Pipeline updates",
-        summary: "Minimal mandatory updates after each interaction.",
-        body: "## Required\n- Last touch timestamp\n- Next step\n- Risk marker\n\nNo long forms, only concise text.",
+        owner: "PMO",
+        scope: "Pilot to production transition",
+        summary: "Checklist to move from pilot acceptance to production launch.",
+        body: "## Required\n- Pilot KPIs approved\n- Rollout backlog prioritized\n- Owners assigned\n- Support model defined",
         updatedAt: atOffset(-6, 16, 15),
       },
     ],
diff --git a/Frontend/server/agent/langgraphCrmAgent.ts b/Frontend/server/agent/langgraphCrmAgent.ts
index 1827f05..882a0f5 100644
--- a/Frontend/server/agent/langgraphCrmAgent.ts
+++ b/Frontend/server/agent/langgraphCrmAgent.ts
@@ -856,30 +856,64 @@ export async function runLangGraphCrmAgentFor(input: {
     { recursionLimit: 30 },
   );
 
+  const extractText = (value: unknown, depth = 0): string => {
+    if (depth > 5 || value == null) return "";
+    if (typeof value === "string") return value.trim();
+    if (Array.isArray(value)) {
+      const parts = value
+        .map((item) => extractText(item, depth + 1))
+        .filter(Boolean);
+      return parts.join("\n").trim();
+    }
+    if (typeof value !== "object") return "";
+
+    const obj = value as Record<string, unknown>;
+    for (const key of ["text", "content", "answer", "output_text", "final_text"]) {
+      const text = extractText(obj[key], depth + 1);
+      if (text) return text;
+    }
+
+    if (Array.isArray(obj.parts)) {
+      const text = extractText(obj.parts, depth + 1);
+      if (text) return text;
+    }
+
+    return "";
+  };
+
+  const messageType = (msg: any): string => {
+    if (typeof msg?._getType === "function") {
+      try {
+        return String(msg._getType() ?? "");
+      } catch {
+        // ignore
+      }
+    }
+    return String(msg?.type ?? msg?.role ?? msg?.constructor?.name ?? "");
+  };
+
   const structured = res?.structuredResponse as { answer?: string; plan?: string[] } | undefined;
   const fallbackText = (() => {
     const messages = Array.isArray(res?.messages) ? res.messages : [];
     for (let i = messages.length - 1; i >= 0; i -= 1) {
       const msg = messages[i];
-      const type = String(msg?.type ?? "").toLowerCase();
-      if (type !== "ai") continue;
-      const content = msg?.content;
-      if (typeof content === "string" && content.trim()) return content.trim();
-      if (Array.isArray(content)) {
-        const text = content
-          .map((part: any) => (typeof part?.text === "string" ? part.text : ""))
-          .filter(Boolean)
-          .join("\n")
-          .trim();
-        if (text) return text;
-      }
+      const type = messageType(msg).toLowerCase();
+      if (!type.includes("ai") && !type.includes("assistant")) continue;
+      const text = extractText(msg?.content) || extractText(msg);
+      if (text) return text;
     }
-    return "";
+    return (
+      extractText(res?.output) ||
+      extractText(res?.response) ||
+      extractText(res?.finalResponse) ||
+      ""
+    );
   })();
-  const text = structured?.answer?.trim() || fallbackText || "Готово.";
-  const plan = Array.isArray(structured?.plan) && structured.plan.length
-    ? structured.plan
-    : ["Собрать данные", "Сформировать ответ"];
+  const text = structured?.answer?.trim() || fallbackText;
+  if (!text) {
+    throw new Error("Model returned empty response");
+  }
+  const plan = Array.isArray(structured?.plan) ? structured.plan : [];
 
   return {
     text,