Add complete game loop: training, revenue, market, offline catch-up

- Model training system: training jobs produce TrainedModels with
  calculated capabilities based on compute, data, and research
- Market system: organic API demand and consumer subscriptions now
  generate real revenue from deployed models
- Talent system: salary costs calculated from department headcount
- Toast notification system for game events (training complete, etc.)
- Offline catch-up: progress bar + summary screen when returning
- Market page: pricing controls for API and subscription products
- Finance page: income statement, cash charts, funding history
- Tick processor now runs all 7 systems in correct dependency order

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

apps/web/src/App.tsx

@@ -1,15 +1,42 @@
+import { useState, useEffect } from 'react';
 import { useGameStore } from '@/store';
 import { MainLayout } from '@/components/layout/MainLayout';
 import { NewGameScreen } from '@/components/game/NewGameScreen';
+import { OfflineCatchUp } from '@/components/game/OfflineCatchUp';
 import { useGameLoop } from '@/hooks/useGameLoop';
+import { TICK_INTERVAL_MS } from '@ai-tycoon/shared';
 
 export function App() {
   const companyName = useGameStore((s) => s.meta.companyName);
-  useGameLoop();
+  const lastTickTimestamp = useGameStore((s) => s.meta.lastTickTimestamp);
+  const [catchUpTicks, setCatchUpTicks] = useState<number | null>(null);
+  const [catchUpDone, setCatchUpDone] = useState(false);
+
+  useEffect(() => {
+    if (!companyName || catchUpDone) return;
+    const elapsed = Date.now() - lastTickTimestamp;
+    const missed = Math.floor(elapsed / TICK_INTERVAL_MS);
+    if (missed > 10) {
+      setCatchUpTicks(missed);
+    } else {
+      setCatchUpDone(true);
+    }
+  }, [companyName, lastTickTimestamp, catchUpDone]);
+
+  useGameLoop(!catchUpDone);
 
   if (!companyName) {
     return <NewGameScreen />;
   }
 
+  if (catchUpTicks !== null && !catchUpDone) {
+    return (
+      <OfflineCatchUp
+        missedTicks={catchUpTicks}
+        onComplete={() => setCatchUpDone(true)}
+      />
+    );
+  }
+
   return <MainLayout />;
 }

apps/web/src/components/common/ToastContainer.tsx

@@ -0,0 +1,83 @@
+import { useEffect, useState } from 'react';
+import { X, CheckCircle, AlertTriangle, Info, AlertCircle } from 'lucide-react';
+import { useGameStore, type GameNotification } from '@/store';
+
+interface Toast extends GameNotification {
+  exiting: boolean;
+}
+
+export function ToastContainer() {
+  const notifications = useGameStore((s) => s.notifications);
+  const dismissNotification = useGameStore((s) => s.dismissNotification);
+  const [toasts, setToasts] = useState<Toast[]>([]);
+  const [seen, setSeen] = useState(new Set<string>());
+
+  useEffect(() => {
+    const newNotifs = notifications.filter(n => !n.read && !seen.has(n.id));
+    if (newNotifs.length === 0) return;
+
+    setSeen(prev => {
+      const next = new Set(prev);
+      for (const n of newNotifs) next.add(n.id);
+      return next;
+    });
+
+    setToasts(prev => [
+      ...newNotifs.map(n => ({ ...n, exiting: false })),
+      ...prev,
+    ].slice(0, 5));
+  }, [notifications, seen]);
+
+  useEffect(() => {
+    if (toasts.length === 0) return;
+    const timer = setTimeout(() => {
+      setToasts(prev => {
+        if (prev.length === 0) return prev;
+        const last = prev[prev.length - 1];
+        dismissNotification(last.id);
+        return prev.slice(0, -1);
+      });
+    }, 4000);
+    return () => clearTimeout(timer);
+  }, [toasts, dismissNotification]);
+
+  if (toasts.length === 0) return null;
+
+  return (
+    <div className="fixed top-16 right-4 z-50 flex flex-col gap-2 w-80">
+      {toasts.map((toast) => (
+        <div
+          key={toast.id}
+          className={`bg-surface-800 border rounded-lg p-3 shadow-lg transition-all duration-300 ${
+            toast.type === 'success' ? 'border-success/50' :
+            toast.type === 'warning' ? 'border-warning/50' :
+            toast.type === 'danger' ? 'border-danger/50' :
+            'border-surface-600'
+          }`}
+        >
+          <div className="flex items-start gap-2">
+            <div className="mt-0.5">
+              {toast.type === 'success' && <CheckCircle size={16} className="text-success" />}
+              {toast.type === 'warning' && <AlertTriangle size={16} className="text-warning" />}
+              {toast.type === 'danger' && <AlertCircle size={16} className="text-danger" />}
+              {toast.type === 'info' && <Info size={16} className="text-accent-light" />}
+            </div>
+            <div className="flex-1 min-w-0">
+              <div className="text-sm font-medium">{toast.title}</div>
+              <div className="text-xs text-surface-400">{toast.message}</div>
+            </div>
+            <button
+              onClick={() => {
+                dismissNotification(toast.id);
+                setToasts(prev => prev.filter(t => t.id !== toast.id));
+              }}
+              className="text-surface-500 hover:text-surface-300"
+            >
+              <X size={14} />
+            </button>
+          </div>
+        </div>
+      ))}
+    </div>
+  );
+}

apps/web/src/components/game/OfflineCatchUp.tsx

@@ -0,0 +1,121 @@
+import { useState, useEffect, useRef } from 'react';
+import { formatMoney, formatDuration, formatNumber, MAX_OFFLINE_TICKS, TICK_INTERVAL_MS } from '@ai-tycoon/shared';
+import { GameEngine } from '@ai-tycoon/game-engine';
+import { useGameStore } from '@/store';
+
+interface OfflineResult {
+  ticksProcessed: number;
+  revenue: number;
+  expenses: number;
+  duration: number;
+}
+
+export function OfflineCatchUp({ missedTicks, onComplete }: { missedTicks: number; onComplete: () => void }) {
+  const [progress, setProgress] = useState(0);
+  const [result, setResult] = useState<OfflineResult | null>(null);
+  const processingRef = useRef(false);
+
+  useEffect(() => {
+    if (processingRef.current) return;
+    processingRef.current = true;
+
+    const capped = Math.min(missedTicks, MAX_OFFLINE_TICKS);
+    const batchSize = 100;
+    let processed = 0;
+    let totalRevenue = 0;
+    let totalExpenses = 0;
+
+    const engine = new GameEngine({
+      getState: () => {
+        const s = useGameStore.getState();
+        return {
+          meta: s.meta, economy: s.economy, infrastructure: s.infrastructure,
+          compute: s.compute, research: s.research, models: s.models,
+          market: s.market, competitors: s.competitors, talent: s.talent,
+          data: s.data, reputation: s.reputation, events: s.events,
+          achievements: s.achievements,
+        };
+      },
+      setState: (partial) => useGameStore.getState().updateState(partial),
+    });
+
+    function processBatch() {
+      const end = Math.min(processed + batchSize, capped);
+      const batchResult = engine.processOfflineTicks(end - processed);
+      totalRevenue += batchResult.revenue;
+      totalExpenses += batchResult.expenses;
+      processed = end;
+      setProgress(processed / capped);
+
+      if (processed < capped) {
+        requestAnimationFrame(processBatch);
+      } else {
+        setResult({
+          ticksProcessed: processed,
+          revenue: totalRevenue,
+          expenses: totalExpenses,
+          duration: missedTicks,
+        });
+      }
+    }
+
+    requestAnimationFrame(processBatch);
+  }, [missedTicks]);
+
+  if (result) {
+    return (
+      <div className="min-h-screen flex items-center justify-center bg-surface-950">
+        <div className="max-w-md w-full bg-surface-900 border border-surface-700 rounded-xl p-6 mx-4">
+          <h2 className="text-xl font-bold mb-4">Welcome Back!</h2>
+          <p className="text-sm text-surface-400 mb-4">
+            You were away for {formatDuration(result.duration)}. Here's what happened:
+          </p>
+          <div className="space-y-2 mb-6">
+            <div className="flex justify-between bg-surface-800 rounded-lg p-3">
+              <span className="text-sm text-surface-300">Revenue earned</span>
+              <span className="text-sm font-mono text-success">+{formatMoney(result.revenue)}</span>
+            </div>
+            <div className="flex justify-between bg-surface-800 rounded-lg p-3">
+              <span className="text-sm text-surface-300">Expenses</span>
+              <span className="text-sm font-mono text-danger">-{formatMoney(result.expenses)}</span>
+            </div>
+            <div className="flex justify-between bg-surface-800 rounded-lg p-3">
+              <span className="text-sm text-surface-300">Net</span>
+              <span className={`text-sm font-mono ${result.revenue - result.expenses >= 0 ? 'text-success' : 'text-danger'}`}>
+                {formatMoney(result.revenue - result.expenses)}
+              </span>
+            </div>
+            <div className="flex justify-between bg-surface-800 rounded-lg p-3">
+              <span className="text-sm text-surface-300">Time simulated</span>
+              <span className="text-sm font-mono">{formatNumber(result.ticksProcessed)} ticks</span>
+            </div>
+          </div>
+          <button
+            onClick={onComplete}
+            className="w-full bg-accent hover:bg-accent-dark text-white font-semibold py-3 rounded-lg transition-colors"
+          >
+            Continue
+          </button>
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <div className="min-h-screen flex items-center justify-center bg-surface-950">
+      <div className="max-w-md w-full mx-4 text-center">
+        <h2 className="text-xl font-bold mb-2">Catching up...</h2>
+        <p className="text-sm text-surface-400 mb-4">
+          Simulating {formatNumber(Math.min(missedTicks, MAX_OFFLINE_TICKS))} ticks
+        </p>
+        <div className="h-2 bg-surface-800 rounded-full overflow-hidden mb-2">
+          <div
+            className="h-full bg-accent rounded-full transition-all duration-100"
+            style={{ width: `${progress * 100}%` }}
+          />
+        </div>
+        <span className="text-xs text-surface-500">{Math.floor(progress * 100)}%</span>
+      </div>
+    </div>
+  );
+}

apps/web/src/components/layout/MainLayout.tsx

@@ -1,10 +1,13 @@
 import { Sidebar } from './Sidebar';
 import { TopBar } from './TopBar';
+import { ToastContainer } from '@/components/common/ToastContainer';
 import { useGameStore } from '@/store';
 import { DashboardPage } from '@/pages/DashboardPage';
 import { InfrastructurePage } from '@/pages/InfrastructurePage';
 import { ModelsPage } from '@/pages/ModelsPage';
 import { SettingsPage } from '@/pages/SettingsPage';
+import { MarketPage } from '@/pages/MarketPage';
+import { FinancePage } from '@/pages/FinancePage';
 
 export function MainLayout() {
   const activePage = useGameStore((s) => s.activePage);
@@ -18,6 +21,7 @@ export function MainLayout() {
           <PageRouter page={activePage} />
         </main>
       </div>
+      <ToastContainer />
     </div>
   );
 }
@@ -27,6 +31,8 @@ function PageRouter({ page }: { page: string }) {
     case 'dashboard': return <DashboardPage />;
     case 'infrastructure': return <InfrastructurePage />;
     case 'models': return <ModelsPage />;
+    case 'market': return <MarketPage />;
+    case 'finance': return <FinancePage />;
     case 'settings': return <SettingsPage />;
     default: return <PlaceholderPage name={page} />;
   }

apps/web/src/hooks/useGameLoop.ts

@@ -1,14 +1,15 @@
 import { useEffect, useRef } from 'react';
 import { GameEngine } from '@ai-tycoon/game-engine';
+import type { TickNotification } from '@ai-tycoon/game-engine';
 import { useGameStore } from '@/store';
 
-export function useGameLoop() {
+export function useGameLoop(skip = false) {
   const engineRef = useRef<GameEngine | null>(null);
   const companyName = useGameStore((s) => s.meta.companyName);
   const gameSpeed = useGameStore((s) => s.meta.gameSpeed);
 
   useEffect(() => {
-    if (!companyName) return;
+    if (!companyName || skip) return;
 
     const engine = new GameEngine({
       getState: () => {
@@ -30,7 +31,22 @@ export function useGameLoop() {
         };
       },
       setState: (partial) => {
+        const notifications = (partial as Record<string, unknown>)['_notifications'] as TickNotification[] | undefined;
+        delete (partial as Record<string, unknown>)['_notifications'];
+
         useGameStore.getState().updateState(partial);
+
+        if (notifications?.length) {
+          const store = useGameStore.getState();
+          for (const n of notifications) {
+            store.addNotification({
+              title: n.title,
+              message: n.message,
+              type: n.type,
+              tick: store.meta.tickCount,
+            });
+          }
+        }
       },
     });
 
@@ -41,7 +57,7 @@ export function useGameLoop() {
       engine.stop();
       engineRef.current = null;
     };
-  }, [companyName]);
+  }, [companyName, skip]);
 
   useEffect(() => {
     if (engineRef.current) {

apps/web/src/pages/FinancePage.tsx

@@ -0,0 +1,151 @@
+import { useGameStore } from '@/store';
+import { formatMoney, formatPercent } from '@ai-tycoon/shared';
+import { TrendingUp, TrendingDown, DollarSign, PiggyBank, BarChart3 } from 'lucide-react';
+import { AreaChart, Area, XAxis, YAxis, Tooltip, ResponsiveContainer, BarChart, Bar, CartesianGrid } from 'recharts';
+
+export function FinancePage() {
+  const money = useGameStore((s) => s.economy.money);
+  const revenuePerTick = useGameStore((s) => s.economy.revenuePerTick);
+  const expensesPerTick = useGameStore((s) => s.economy.expensesPerTick);
+  const totalRevenue = useGameStore((s) => s.economy.totalRevenue);
+  const totalExpenses = useGameStore((s) => s.economy.totalExpenses);
+  const funding = useGameStore((s) => s.economy.funding);
+  const history = useGameStore((s) => s.economy.financialHistory);
+  const infrastructure = useGameStore((s) => s.infrastructure);
+  const talent = useGameStore((s) => s.talent);
+
+  const netIncome = revenuePerTick - expensesPerTick;
+  const burnRate = expensesPerTick > revenuePerTick ? expensesPerTick - revenuePerTick : 0;
+  const runway = burnRate > 0 ? money / burnRate : Infinity;
+
+  const infraCosts = infrastructure.dataCenters.reduce(
+    (s, dc) => s + dc.energyCostPerTick + dc.maintenanceCostPerTick, 0,
+  );
+  const talentCosts = talent.totalSalaryPerTick;
+
+  return (
+    <div className="space-y-6">
+      <h2 className="text-2xl font-bold">Finance</h2>
+
+      <div className="grid grid-cols-4 gap-4">
+        <FinanceCard icon={DollarSign} label="Cash" value={formatMoney(money)} color="text-green-400" />
+        <FinanceCard
+          icon={TrendingUp}
+          label="Net Income/s"
+          value={formatMoney(netIncome)}
+          color={netIncome >= 0 ? 'text-green-400' : 'text-red-400'}
+        />
+        <FinanceCard icon={PiggyBank} label="Valuation" value={formatMoney(funding.valuation)} color="text-purple-400" />
+        <FinanceCard
+          icon={BarChart3}
+          label="Runway"
+          value={runway === Infinity ? 'Infinite' : `${Math.floor(runway / 3600)}h`}
+          color={runway < 3600 ? 'text-red-400' : 'text-blue-400'}
+        />
+      </div>
+
+      <div className="grid grid-cols-2 gap-4">
+        <div className="bg-surface-900 border border-surface-700 rounded-xl p-4">
+          <h3 className="text-sm font-medium text-surface-400 mb-4">Cash Over Time</h3>
+          {history.length > 1 ? (
+            <ResponsiveContainer width="100%" height={200}>
+              <AreaChart data={history}>
+                <defs>
+                  <linearGradient id="cashGrad" x1="0" y1="0" x2="0" y2="1">
+                    <stop offset="0%" stopColor="#6366f1" stopOpacity={0.3} />
+                    <stop offset="100%" stopColor="#6366f1" stopOpacity={0} />
+                  </linearGradient>
+                </defs>
+                <XAxis dataKey="tick" hide />
+                <YAxis hide />
+                <Tooltip
+                  contentStyle={{ backgroundColor: '#1e293b', border: '1px solid #334155', borderRadius: '8px' }}
+                  formatter={(v: number) => [formatMoney(v)]}
+                />
+                <Area type="monotone" dataKey="money" stroke="#6366f1" fill="url(#cashGrad)" />
+              </AreaChart>
+            </ResponsiveContainer>
+          ) : (
+            <div className="h-[200px] flex items-center justify-center text-surface-500 text-sm">
+              Data will appear as time passes
+            </div>
+          )}
+        </div>
+
+        <div className="bg-surface-900 border border-surface-700 rounded-xl p-4">
+          <h3 className="text-sm font-medium text-surface-400 mb-4">Income Statement (per second)</h3>
+          <div className="space-y-3">
+            <div className="flex justify-between text-sm">
+              <span className="text-surface-300">Revenue</span>
+              <span className="font-mono text-success">{formatMoney(revenuePerTick)}</span>
+            </div>
+            <div className="border-t border-surface-700" />
+            <div className="flex justify-between text-sm">
+              <span className="text-surface-400 pl-4">Infrastructure</span>
+              <span className="font-mono text-danger">-{formatMoney(infraCosts)}</span>
+            </div>
+            <div className="flex justify-between text-sm">
+              <span className="text-surface-400 pl-4">Talent</span>
+              <span className="font-mono text-danger">-{formatMoney(talentCosts)}</span>
+            </div>
+            <div className="flex justify-between text-sm">
+              <span className="text-surface-400 pl-4">Total Expenses</span>
+              <span className="font-mono text-danger">-{formatMoney(expensesPerTick)}</span>
+            </div>
+            <div className="border-t border-surface-700" />
+            <div className="flex justify-between text-sm font-semibold">
+              <span>Net Income</span>
+              <span className={`font-mono ${netIncome >= 0 ? 'text-success' : 'text-danger'}`}>
+                {formatMoney(netIncome)}
+              </span>
+            </div>
+          </div>
+        </div>
+      </div>
+
+      <div className="bg-surface-900 border border-surface-700 rounded-xl p-4">
+        <h3 className="text-sm font-medium text-surface-400 mb-3">Funding History</h3>
+        <div className="flex items-center gap-4 mb-3">
+          <div className="text-sm">
+            Founder Equity: <span className="font-mono font-semibold">{formatPercent(funding.founderEquity)}</span>
+          </div>
+          <div className="text-sm">
+            Total Raised: <span className="font-mono font-semibold">{formatMoney(funding.totalRaised)}</span>
+          </div>
+        </div>
+        {funding.completedRounds.length === 0 ? (
+          <p className="text-sm text-surface-500">No funding rounds completed yet.</p>
+        ) : (
+          <div className="space-y-2">
+            {funding.completedRounds.map((round, i) => (
+              <div key={i} className="bg-surface-800 rounded-lg p-3 flex items-center justify-between">
+                <span className="text-sm font-medium capitalize">{round.type}</span>
+                <div className="flex items-center gap-4 text-sm">
+                  <span className="font-mono text-success">{formatMoney(round.amount)}</span>
+                  <span className="text-surface-400">{formatPercent(round.dilution)} dilution</span>
+                </div>
+              </div>
+            ))}
+          </div>
+        )}
+      </div>
+    </div>
+  );
+}
+
+function FinanceCard({ icon: Icon, label, value, color }: {
+  icon: typeof DollarSign;
+  label: string;
+  value: string;
+  color: string;
+}) {
+  return (
+    <div className="bg-surface-900 border border-surface-700 rounded-xl p-4">
+      <div className="flex items-center gap-2 mb-2">
+        <Icon size={16} className={color} />
+        <span className="text-xs text-surface-400 uppercase">{label}</span>
+      </div>
+      <div className="text-xl font-bold font-mono">{value}</div>
+    </div>
+  );
+}

apps/web/src/pages/MarketPage.tsx

@@ -0,0 +1,145 @@
+import { useGameStore } from '@/store';
+import { formatNumber, formatMoney, formatPercent } from '@ai-tycoon/shared';
+import { Users, Zap, Shield, TrendingUp, Settings2 } from 'lucide-react';
+
+export function MarketPage() {
+  const consumers = useGameStore((s) => s.market.consumers);
+  const enterprise = useGameStore((s) => s.market.enterprise);
+  const overloadPolicy = useGameStore((s) => s.market.overloadPolicy);
+  const productLines = useGameStore((s) => s.models.productLines);
+  const inferenceUtil = useGameStore((s) => s.compute.inferenceUtilization);
+  const tokensCapacity = useGameStore((s) => s.compute.tokensPerSecondCapacity);
+  const tokensDemand = useGameStore((s) => s.compute.tokensPerSecondDemand);
+  const setProductPricing = useGameStore((s) => s.setProductPricing);
+
+  const chatProduct = productLines.find(p => p.type === 'chat-product');
+  const textApi = productLines.find(p => p.type === 'text-api');
+
+  return (
+    <div className="space-y-6">
+      <h2 className="text-2xl font-bold">Market</h2>
+
+      <div className="grid grid-cols-3 gap-4">
+        <div className="bg-surface-900 border border-surface-700 rounded-xl p-4">
+          <div className="flex items-center gap-2 mb-2">
+            <Users size={16} className="text-orange-400" />
+            <span className="text-xs text-surface-400 uppercase">Subscribers</span>
+          </div>
+          <div className="text-2xl font-bold font-mono">{formatNumber(consumers.totalSubscribers)}</div>
+          <div className="text-xs text-surface-400 mt-1">
+            Growth: {formatPercent(consumers.growthRatePerTick)}/s
+            {' '}Churn: {formatPercent(consumers.churnRatePerTick)}/s
+          </div>
+        </div>
+        <div className="bg-surface-900 border border-surface-700 rounded-xl p-4">
+          <div className="flex items-center gap-2 mb-2">
+            <Shield size={16} className="text-green-400" />
+            <span className="text-xs text-surface-400 uppercase">Satisfaction</span>
+          </div>
+          <div className="text-2xl font-bold font-mono">{formatPercent(consumers.satisfaction)}</div>
+          <div className="h-1.5 bg-surface-800 rounded-full mt-2 overflow-hidden">
+            <div
+              className={`h-full rounded-full ${consumers.satisfaction > 0.7 ? 'bg-success' : consumers.satisfaction > 0.4 ? 'bg-warning' : 'bg-danger'}`}
+              style={{ width: `${consumers.satisfaction * 100}%` }}
+            />
+          </div>
+        </div>
+        <div className="bg-surface-900 border border-surface-700 rounded-xl p-4">
+          <div className="flex items-center gap-2 mb-2">
+            <Zap size={16} className="text-blue-400" />
+            <span className="text-xs text-surface-400 uppercase">Load</span>
+          </div>
+          <div className="text-2xl font-bold font-mono">{formatPercent(inferenceUtil)}</div>
+          <div className="text-xs text-surface-400 mt-1">
+            {formatNumber(tokensDemand)} / {formatNumber(tokensCapacity)} tok/s
+          </div>
+        </div>
+      </div>
+
+      <div className="grid grid-cols-2 gap-4">
+        {chatProduct && (
+          <div className="bg-surface-900 border border-surface-700 rounded-xl p-4 space-y-3">
+            <div className="flex items-center justify-between">
+              <h3 className="font-semibold">Chat Product Pricing</h3>
+              <span className={`text-xs px-2 py-1 rounded-full ${chatProduct.isActive ? 'bg-success/20 text-success' : 'bg-surface-700 text-surface-400'}`}>
+                {chatProduct.isActive ? 'Active' : 'Inactive'}
+              </span>
+            </div>
+            <div>
+              <label className="block text-xs text-surface-400 mb-1">Monthly Subscription Price</label>
+              <div className="flex items-center gap-2">
+                <span className="text-sm">$</span>
+                <input
+                  type="number"
+                  value={chatProduct.pricing.subscriptionPrice}
+                  onChange={(e) => setProductPricing(chatProduct.id, 'subscriptionPrice', Number(e.target.value))}
+                  className="w-24 bg-surface-800 border border-surface-600 rounded px-3 py-1.5 text-sm font-mono focus:outline-none focus:ring-2 focus:ring-accent/50"
+                  min={0}
+                  step={5}
+                />
+                <span className="text-xs text-surface-400">/month</span>
+              </div>
+            </div>
+          </div>
+        )}
+
+        {textApi && (
+          <div className="bg-surface-900 border border-surface-700 rounded-xl p-4 space-y-3">
+            <div className="flex items-center justify-between">
+              <h3 className="font-semibold">API Pricing</h3>
+              <span className={`text-xs px-2 py-1 rounded-full ${textApi.isActive ? 'bg-success/20 text-success' : 'bg-surface-700 text-surface-400'}`}>
+                {textApi.isActive ? 'Active' : 'Inactive'}
+              </span>
+            </div>
+            <div className="grid grid-cols-2 gap-3">
+              <div>
+                <label className="block text-xs text-surface-400 mb-1">Input ($/M tokens)</label>
+                <input
+                  type="number"
+                  value={textApi.pricing.inputTokenPrice}
+                  onChange={(e) => setProductPricing(textApi.id, 'inputTokenPrice', Number(e.target.value))}
+                  className="w-full bg-surface-800 border border-surface-600 rounded px-3 py-1.5 text-sm font-mono focus:outline-none focus:ring-2 focus:ring-accent/50"
+                  min={0}
+                  step={0.5}
+                />
+              </div>
+              <div>
+                <label className="block text-xs text-surface-400 mb-1">Output ($/M tokens)</label>
+                <input
+                  type="number"
+                  value={textApi.pricing.outputTokenPrice}
+                  onChange={(e) => setProductPricing(textApi.id, 'outputTokenPrice', Number(e.target.value))}
+                  className="w-full bg-surface-800 border border-surface-600 rounded px-3 py-1.5 text-sm font-mono focus:outline-none focus:ring-2 focus:ring-accent/50"
+                  min={0}
+                  step={0.5}
+                />
+              </div>
+            </div>
+          </div>
+        )}
+      </div>
+
+      <div className="bg-surface-900 border border-surface-700 rounded-xl p-4 space-y-3">
+        <h3 className="font-semibold flex items-center gap-2">
+          <Settings2 size={16} />
+          API Contracts
+        </h3>
+        {enterprise.activeContracts.length === 0 ? (
+          <p className="text-sm text-surface-500">No enterprise contracts yet. Improve your model quality and reputation to attract enterprise customers.</p>
+        ) : (
+          <div className="space-y-2">
+            {enterprise.activeContracts.map(c => (
+              <div key={c.id} className="bg-surface-800 rounded-lg p-3 flex items-center justify-between">
+                <div>
+                  <div className="text-sm font-medium">{c.customerName}</div>
+                  <div className="text-xs text-surface-400">{formatNumber(c.tokensPerTick)} tok/s · SLA: {formatPercent(c.slaUptime)}</div>
+                </div>
+                <div className="text-sm font-mono text-success">{formatMoney(c.pricePerMToken)}/M tok</div>
+              </div>
+            ))}
+          </div>
+        )}
+      </div>
+    </div>
+  );
+}

packages/game-engine/src/index.ts

@@ -1,2 +1,3 @@
 export { GameEngine } from './engine';
 export { processTick } from './tick';
+export type { TickNotification } from './tick';

packages/game-engine/src/systems/marketSystem.ts

@@ -10,6 +10,7 @@ export interface MarketTickResult {
   marketState: MarketState;
   apiRevenue: number;
   subscriptionRevenue: number;
+  totalTokenDemand: number;
 }
 
 export function processMarket(state: GameState, compute: ComputeState): MarketTickResult {
@@ -21,40 +22,68 @@ export function processMarket(state: GameState, compute: ComputeState): MarketTi
   const chatProduct = state.models.productLines.find(p => p.type === 'chat-product');
   const textApi = state.models.productLines.find(p => p.type === 'text-api');
 
+  // --- Consumer market (subscription product) ---
   const consumers = { ...state.market.consumers };
+  let subscriptionRevenue = 0;
+
   if (chatProduct?.isActive && bestModel) {
-    const growthRate = CONSUMER_BASE_GROWTH + modelQuality * CONSUMER_QUALITY_GROWTH_MULTIPLIER;
+    const priceAttractiveness = Math.max(0, 1 - chatProduct.pricing.subscriptionPrice / 100);
-    const churnRate = CONSUMER_BASE_CHURN * (1 + (1 - consumers.satisfaction));
+    const growthRate = (CONSUMER_BASE_GROWTH + modelQuality * CONSUMER_QUALITY_GROWTH_MULTIPLIER) * (0.5 + priceAttractiveness * 0.5);
+    const churnRate = CONSUMER_BASE_CHURN * (1 + (1 - consumers.satisfaction) * 2);
+
     consumers.growthRatePerTick = growthRate;
     consumers.churnRatePerTick = churnRate;
+
     const newSubs = consumers.totalSubscribers * growthRate;
     const lostSubs = consumers.totalSubscribers * churnRate;
     consumers.totalSubscribers = Math.max(0, consumers.totalSubscribers + newSubs - lostSubs);
 
-    if (consumers.totalSubscribers < 10 && modelQuality > 0) {
+    if (consumers.totalSubscribers < 50 && modelQuality > 0.1) {
-      consumers.totalSubscribers += 1;
+      consumers.totalSubscribers += 2 + modelQuality * 5;
     }
 
+    const loadPenalty = compute.inferenceUtilization > 0.9
+      ? (compute.inferenceUtilization - 0.9) * 5
+      : 0;
     consumers.satisfaction = Math.min(1, Math.max(0,
-      0.3 + modelQuality * 0.5 + (1 - compute.inferenceUtilization) * 0.2,
+      0.3 + modelQuality * 0.5 + (1 - Math.min(1, compute.inferenceUtilization)) * 0.2 - loadPenalty,
     ));
+
+    consumers.viralCoefficient = modelQuality > 0.5 ? 1 + (modelQuality - 0.5) * 2 : 0;
+
+    subscriptionRevenue = consumers.totalSubscribers * (chatProduct.pricing.subscriptionPrice / 2592000);
   }
 
-  const subscriptionRevenue = chatProduct?.isActive
+  // --- B2B API market (organic demand based on model quality + reputation) ---
-    ? consumers.totalSubscribers * (chatProduct.pricing.subscriptionPrice / 30 / 24 / 3600)
-    : 0;
-
   const enterprise = { ...state.market.enterprise };
   let apiRevenue = 0;
+  let organicApiTokens = 0;
+
   if (textApi?.isActive && bestModel) {
-    let totalTokens = 0;
+    const reputationFactor = state.reputation.score / 100;
+    const qualityFactor = modelQuality;
+    const priceFactor = Math.max(0.1, 1 - (textApi.pricing.outputTokenPrice / 20));
+
+    organicApiTokens = Math.floor(
+      qualityFactor * reputationFactor * priceFactor * 50000 * (1 + state.meta.tickCount * 0.0001),
+    );
+
+    let contractTokens = 0;
     for (const contract of enterprise.activeContracts) {
-      totalTokens += contract.tokensPerTick;
+      contractTokens += contract.tokensPerTick;
       apiRevenue += (contract.tokensPerTick / 1_000_000) * contract.pricePerMToken;
     }
-    enterprise.totalApiCallsPerTick = totalTokens / API_TOKENS_PER_REQUEST;
+
+    const totalApiTokens = organicApiTokens + contractTokens;
+    apiRevenue += (organicApiTokens / 1_000_000) * textApi.pricing.outputTokenPrice;
+
+    enterprise.totalApiCallsPerTick = totalApiTokens / API_TOKENS_PER_REQUEST;
   }
 
+  const totalTokenDemand = organicApiTokens +
+    consumers.totalSubscribers * 100 +
+    enterprise.activeContracts.reduce((s, c) => s + c.tokensPerTick, 0);
+
   return {
     marketState: {
       ...state.market,
@@ -63,5 +92,6 @@ export function processMarket(state: GameState, compute: ComputeState): MarketTi
     },
     apiRevenue,
     subscriptionRevenue,
+    totalTokenDemand,
   };
 }

packages/game-engine/src/systems/modelSystem.ts

@@ -0,0 +1,92 @@
+import type { GameState, ModelsState, TrainedModel, ModelCapabilities } from '@ai-tycoon/shared';
+
+export interface ModelTickResult {
+  modelsState: ModelsState;
+  modelCompleted: TrainedModel | null;
+}
+
+export function processModels(state: GameState): ModelTickResult {
+  const active = state.models.activeTraining;
+  if (!active) {
+    return { modelsState: state.models, modelCompleted: null };
+  }
+
+  const researcherBoost = state.talent.departments.research.headcount *
+    state.talent.departments.research.effectiveness;
+  const engineerBoost = state.talent.departments.engineering.headcount *
+    state.talent.departments.engineering.effectiveness;
+  const speedMultiplier = 1 + (researcherBoost + engineerBoost) * 0.05;
+
+  const newProgress = active.progressTicks + speedMultiplier;
+
+  if (newProgress >= active.totalTicks) {
+    const model = createTrainedModel(active.modelName, active.generation, active.allocatedCompute, active.allocatedDataTokens, state);
+
+    return {
+      modelsState: {
+        ...state.models,
+        trainedModels: [...state.models.trainedModels, model],
+        activeTraining: null,
+      },
+      modelCompleted: model,
+    };
+  }
+
+  return {
+    modelsState: {
+      ...state.models,
+      activeTraining: { ...active, progressTicks: newProgress },
+    },
+    modelCompleted: null,
+  };
+}
+
+function createTrainedModel(
+  name: string,
+  generation: number,
+  compute: number,
+  dataTokens: number,
+  state: GameState,
+): TrainedModel {
+  const computeFactor = Math.log10(1 + compute) * 15;
+  const dataFactor = Math.log10(1 + dataTokens / 1e8) * 10;
+  const researchBonus = state.research.completedResearch.length * 3;
+  const efficiencyBonus = state.research.completedResearch.filter(r => r.includes('efficiency')).length * 5;
+
+  const baseCapability = Math.min(95, computeFactor + dataFactor + researchBonus + efficiencyBonus);
+
+  const researcherQuality = state.talent.departments.research.effectiveness;
+  const capabilities: ModelCapabilities = {
+    reasoning: clamp(baseCapability * (0.8 + Math.random() * 0.4) * (1 + researcherQuality * 0.2)),
+    coding: clamp(baseCapability * (0.7 + Math.random() * 0.5)),
+    creative: clamp(baseCapability * (0.6 + Math.random() * 0.6)),
+    multimodal: clamp(baseCapability * (0.3 + Math.random() * 0.3)),
+    agents: clamp(baseCapability * (0.2 + Math.random() * 0.3)),
+    speed: Math.max(1, 100 - compute * 0.5 + efficiencyBonus * 2),
+  };
+
+  const benchmarkScore = (capabilities.reasoning * 0.3 + capabilities.coding * 0.25 +
+    capabilities.creative * 0.2 + capabilities.multimodal * 0.15 + capabilities.agents * 0.1);
+
+  const safetyScore = 50 + Math.random() * 20;
+
+  const parameterCount = Math.pow(10, generation) * (0.5 + Math.random());
+
+  return {
+    id: crypto.randomUUID(),
+    name,
+    generation,
+    parameterCount,
+    trainingDataSize: dataTokens,
+    capabilities,
+    safetyScore,
+    benchmarkScore,
+    tuning: { preset: 'helpful-safe' },
+    isDeployed: false,
+    trainedAtTick: state.meta.tickCount,
+  };
+}
+
+function clamp(n: number): number {
+  return Math.min(100, Math.max(0, n));
+}

packages/game-engine/src/systems/talentSystem.ts

@@ -0,0 +1,22 @@
+import type { GameState, TalentState } from '@ai-tycoon/shared';
+
+const SALARY_PER_HEADCOUNT_PER_TICK = 0.03;
+
+export function processTalent(state: GameState): TalentState {
+  const departments = { ...state.talent.departments };
+
+  let totalSalary = 0;
+  for (const [id, dept] of Object.entries(departments)) {
+    totalSalary += dept.headcount * SALARY_PER_HEADCOUNT_PER_TICK;
+    totalSalary += dept.budget / 2592000;
+  }
+
+  for (const hire of state.talent.keyHires) {
+    totalSalary += hire.salary / 2592000;
+  }
+
+  return {
+    ...state.talent,
+    totalSalaryPerTick: totalSalary,
+  };
+}

packages/game-engine/src/tick.ts

@@ -3,20 +3,56 @@ import { processEconomy } from './systems/economySystem';
 import { processInfrastructure } from './systems/infrastructureSystem';
 import { processCompute } from './systems/computeSystem';
 import { processResearch } from './systems/researchSystem';
+import { processModels } from './systems/modelSystem';
 import { processMarket } from './systems/marketSystem';
 import { processReputation } from './systems/reputationSystem';
+import { processTalent } from './systems/talentSystem';
+
+export interface TickResult {
+  state: Partial<GameState>;
+  notifications: TickNotification[];
+}
+
+export interface TickNotification {
+  title: string;
+  message: string;
+  type: 'info' | 'success' | 'warning' | 'danger';
+}
 
 export function processTick(state: GameState): Partial<GameState> {
+  const notifications: TickNotification[] = [];
+
   const infrastructure = processInfrastructure(state);
+
+  const stateWithInfra = { ...state, infrastructure };
+  const modelResult = processModels(stateWithInfra);
+
+  if (modelResult.modelCompleted) {
+    notifications.push({
+      title: 'Training Complete',
+      message: `${modelResult.modelCompleted.name} is ready! Benchmark: ${modelResult.modelCompleted.benchmarkScore.toFixed(1)}/100`,
+      type: 'success',
+    });
+  }
+
+  const stateWithModels = { ...stateWithInfra, models: modelResult.modelsState };
+  const market = processMarket(stateWithModels, state.compute);
+
   const compute = processCompute(state, infrastructure);
-  const research = processResearch(state, compute);
+  compute.tokensPerSecondDemand = market.totalTokenDemand;
-  const market = processMarket(state, compute);
+  compute.inferenceUtilization = compute.tokensPerSecondCapacity > 0
-  const reputation = processReputation(state);
+    ? Math.min(1, market.totalTokenDemand / compute.tokensPerSecondCapacity)
-  const economy = processEconomy(state, market, infrastructure);
+    : 0;
+
+  const talent = processTalent(stateWithModels);
+  const stateWithTalent = { ...stateWithModels, talent };
+  const research = processResearch(stateWithTalent, compute);
+  const reputation = processReputation(stateWithTalent);
+  const economy = processEconomy(stateWithTalent, market, infrastructure);
 
   const tickCount = state.meta.tickCount + 1;
 
-  return {
+  const result: Partial<GameState> = {
     meta: {
       ...state.meta,
       tickCount,
@@ -27,7 +63,13 @@ export function processTick(state: GameState): Partial<GameState> {
     infrastructure,
     compute,
     research,
+    models: modelResult.modelsState,
     market: market.marketState,
+    talent,
     reputation,
   };
+
+  (result as Record<string, unknown>)['_notifications'] = notifications;
+
+  return result;
 }