ChatAssist AI

AI-Powered Support Chat for SaaS

Page 1 of 8 — Landing & Auth
01 — Hero Landing Page
app.example.com/landing-auth

AI Chat, Built for Your SaaS

Reduce support tickets by 60% with intelligent, context-aware chat powered by Claude & OpenAI

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60%
Ticket Reduction
1.8s
Avg Response Time
98.5%
Uptime SLA
10K+
Active Users
Why ChatAssist AI?
⚑

Lightning Fast Responses

Sub-2-second AI replies powered by Claude Sonnet 4.5 with streaming output

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Enterprise Security

SOC2 compliant, no data retention, end-to-end encrypted conversations

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Deep Analytics

Track resolution rates, CSAT scores, and token cost in real-time dashboards

02 — Login / Sign Up
app.example.com/landing-auth
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ChatAssist AI

Sign in to your workspace

AVEOSOFT

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✨

New to ChatAssist?

Start your 14-day free trial β€” no credit card required

Sign Up β†’
01 — Overview Dashboard
app.example.com/dashboard
MENU
Today's AI Performance β€” April 23, 2026

3,842

Total Conversations

↑ +18%

1.8s

Avg Response Time

↑ -0.3s

$12.40

API Cost Today

↓ +5%

94.2%

Resolution Rate

↑ +2.1%

Hourly Conversation Volume

8AM
9AM
10AM
11AM
12PM
1PM
2PM
3PM
76%

API Quota Used

76K / 100K tokens today

02 — Live Activity Feed
app.example.com/dashboard
MENU
Recent Conversations
All Chats
Escalated
Resolved
Pending

3:42

PM

Billing question resolved by AI

john@acme.com β€” Topic: Invoice download β€” Turns: 3 β€” CSAT: 5β˜…

3:38

PM

Escalated to human agent

sarah@corp.io β€” Topic: Refund request β€” AI Confidence: 38% β€” Turns: 7

3:31

PM

Onboarding walkthrough completed

dev@startup.co β€” Topic: API key setup β€” Turns: 5 β€” CSAT: 4β˜…

3:25

PM

SSO configuration assisted

admin@enterprise.com β€” Topic: Auth setup β€” Turns: 4 β€” CSAT: 5β˜…

3:19

PM

Password reset completed

mark@client.net β€” Topic: Auth issue β€” Turns: 2 β€” CSAT: 5β˜…

847
Active Now
12
Escalated
2,993
Resolved Today
4.7β˜…
Avg CSAT
01 — Chat Widget β€” End User View
app.example.com/ai-chat-interface
MENU
AI Support Assistant
How do I connect my API?
Download my invoice
Reset my password
Upgrade my plan

3:40

PM

AI Assistant

Hi! I am your AI support assistant powered by Claude. I can help with billing, API setup, integrations, and account questions. What do you need?

3:41

PM

You

How do I connect my Slack workspace to ChatAssist?

3:41

PM

AI Assistant

To connect Slack: 1) Go to Settings β†’ Integrations 2) Click Add Slack 3) Authorize with your workspace admin 4) Select the channel for escalation alerts. Need help with any step?

Powered by Claude Sonnet 4.5
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02 — Chat Monitor β€” Agent View
app.example.com/ai-chat-interface
MENU
Live Conversation Monitor
Active Chats
Queue
Escalations
Closed

High

sarah@corp.io β€” Refund Request

AI Confidence: 38% | Turns: 7 | Waiting 4 min | Reason: Refund exceeds $200 threshold

Med

ops@bigcorp.com β€” Contract Question

AI Confidence: 52% | Turns: 5 | Waiting 2 min | Reason: Legal terminology detected

38%

AI Confidence Score

↓ Below 40% threshold

4 min

Escalation Wait Time

↓ +1 min

38%

AI Confidence

Escalation recommended

01 — Usage & Cost Analytics
app.example.com/conversation-analytics
MENU
AI Usage Analytics β€” Last 30 Days

94,320

Total API Tokens Used

↑ +23%

$187.60

Total API Cost

↓ +19%

18,864

Total Conversations

↑ +31%

$0.0099

Cost Per Conversation

↑ -9%

Daily Conversation Volume β€” Apr 9 to Apr 23

Apr 9
Apr 10
Apr 11
Apr 12
Apr 13
Apr 14
Apr 15
Apr 16
Apr 17
Apr 18
89%

Resolution Rate

16,789 / 18,864 resolved by AI

02 — Topic & CSAT Breakdown
app.example.com/conversation-analytics
MENU
Conversation Topics & Satisfaction Scores

Top Support Topics by Volume

Billing
API Setup
Onboarding
Passwords
Refunds
4.7
Avg CSAT Score
91%
First Contact Resolution
1.8s
Median Response Time
4.2
Avg Turns per Chat

4.8β˜…

Billing Inquiries

3,240 conversations β€” 96% AI resolved β€” Avg turns: 3.1

4.6β˜…

API & Integration Help

2,581 conversations β€” 88% AI resolved β€” Avg turns: 4.8

4.1β˜…

Refund & Cancellation

642 conversations β€” 54% AI resolved β€” Avg turns: 6.9

91%

First Contact Resolution

No human escalation needed

01 — System Prompt Editor
app.example.com/prompt-management
MENU
AI Prompt Configuration
System Prompt
Few-Shot Examples
Topic Rules
Escalation Logic
Active β€” Claude Sonnet 4.5 Last updated: Apr 22, 2026 by Alex Johnson
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Current System Prompt

You are a helpful support assistant for ChatAssist AI. Help users with billing, API integrations, account settings, and feature questions. Be concise, friendly, and accurate. If confidence is below 40%, offer to escalate to a human agent.

🎯

Persona Settings

Tone: Professional and Friendly | Language: English US | Max response: 150 words | Escalation threshold: 40% confidence | Fallback model: gpt-4o-mini

150

Max Response Tokens

↑ Optimized for speed

02 — Escalation Rules & Examples
app.example.com/prompt-management
MENU
Escalation Rules & Few-Shot Training
System Prompt
Few-Shot Examples
Topic Rules
Escalation Logic

P1

Legal or Compliance Mentions

Immediate escalation β€” AI must not respond to legal threats, chargebacks, or regulatory complaints

P2

Refund Requests Over $200

Route to billing team with full conversation summary β€” do not promise or deny refund

P3

Technical Deep-Dive After 6 Turns

Attempt AI resolution, offer escalation if no resolution by turn 6

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Few-Shot Example: API Key Reset

User: My API key stopped working. AI: Go to Settings β†’ API Keys β†’ click Regenerate. Your old key is revoked immediately. Want me to walk you through it?

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Few-Shot Example: Billing Invoice

User: I need my March invoice. AI: You can download all invoices from Billing β†’ Invoice History. Need me to send the direct link?

01 — API Key & Model Config
app.example.com/api-integrations
MENU
API Configuration & Model Settings
API Keys
Models
Rate Limits
Webhooks
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Anthropic Claude API β€” Primary

Key: sk-ant-β€’β€’β€’β€’β€’β€’β€’β€’β€’β€’β€’β€’7f3a | Status: Active | Model: claude-sonnet-4-5 | Latency: 1.8s avg

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OpenAI API β€” Fallback

Key: sk-β€’β€’β€’β€’β€’β€’β€’β€’β€’β€’β€’β€’9d2b | Status: Standby | Model: gpt-4o-mini | Triggers on Claude error

100K

Monthly Token Budget

↓ 76K used this month

99.97%

API Uptime (30 days)

↑ +0.02%

Enable OpenAI fallback on Claude API error
Auto-retry with exponential backoff (3 attempts)
76%

Token Budget

76K of 100K used

02 — Integrations & Webhooks
app.example.com/api-integrations
MENU
Third-Party Integrations
API Keys
Models
Rate Limits
Webhooks

βœ…

Slack β€” #support-alerts

Connected β€” Escalations and resolution summaries posted in real-time

βœ…

Zendesk β€” Auto Ticket Sync

Connected β€” Resolved AI chats auto-logged as closed tickets with transcript

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HubSpot CRM

Not connected β€” Click to configure contact enrichment and conversation sync

❌

Intercom

Disconnected β€” API key expired January 2026, requires re-authentication

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Outbound Webhook

POST https://your-app.com/api/chat/webhook | Events: message.created, escalation.triggered, conversation.closed | HMAC signed

Send conversation summaries to CRM on chat close
01 — Team Members & Roles
app.example.com/team-settings
MENU
Team Members & Permission Roles
12
Total Users
3
Admins
7
Agents
2
Viewers

Admin

Alex Johnson β€” alex@company.com

Full access Β· Prompt editing Β· API management Β· Last active: 2 hours ago

Admin

Maria Chen β€” maria@company.com

Full access Β· Prompt editing Β· Analytics Β· Last active: 30 min ago

Agent

Sam Rivera β€” sam@company.com

Chat monitoring Β· Escalation handling Β· No API key access Β· Active now

Agent

Jordan Lee β€” jordan@company.com

Chat monitoring Β· Read-only analytics Β· Last active: 1 hour ago

Viewer

Casey Park β€” casey@company.com

Analytics read-only Β· No chat access Β· Last active: yesterday

Seats: 12 / 20 used
02 — App Settings & Preferences
app.example.com/team-settings
MENU
Application Settings
General
AI Behavior
Notifications
Billing
🌐
Widget Language: English (US)
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🎨
Chat Widget Theme: Brand Blue #2563EB
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⏰
Business Hours: Mon–Fri, 9AM–6PM EST
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AI Primary Model: Claude Sonnet 4.5
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Analytics Data Retention: 90 days
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Max Chat History Sent to AI: 10 turns
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Show AI-powered badge in chat widget
Collect post-chat CSAT ratings (1–5 stars)
Enable after-hours auto-response message
Storage Used β€” Conversation Logs34%

Feature Stack & Deliverables

Complete overview of confirmed features, deliverable items, and technical architecture for ChatAssist AI.

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Tech Stack

Next.js 14Claude Sonnet 4.5Node.js + ExpressOpenAI GPT-4o MiniPostgreSQLRedis
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Core Technologies

⚑
Next.js 14 β€” React framework for chat UI with App Router, server components, and streaming responses
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Claude Sonnet 4.5 β€” Primary LLM via Anthropic SDK with prompt caching and streaming output
🟒
Node.js + Express β€” Backend API server handling chat endpoints, prompt logic, and async AI calls
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OpenAI GPT-4o Mini β€” Fallback LLM provider for redundancy on Claude API errors or rate limits
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PostgreSQL β€” Conversation history, analytics aggregation, user management, and audit logs
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Redis β€” Session caching, rate limiting, and real-time conversation state management
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V1 Deliverables Checklist

  • Working AI chat widget embedded into existing SaaS UI with zero breaking changes
  • Backend API endpoint POST /api/chat with Claude Sonnet 4.5 and OpenAI fallback support
  • Streaming response handler for real-time token-by-token chat output
  • System prompt management UI with live sandbox testing and version history
  • Configurable escalation rules engine with confidence threshold controls
  • Real-time conversation monitoring dashboard for support agents
  • Analytics dashboard with token usage, API cost tracking, and CSAT scores
  • Slack and Zendesk integration for escalation alerts and ticket sync
  • Team role management system with Admin, Agent, and Viewer permission levels
  • Full documentation: setup guide, API reference, prompt engineering best practices
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Architecture Layers

Frontend
Next.js 14 + React
Chat widget component with streaming UI, admin dashboard, real-time conversation monitor, analytics views, prompt editor, settings panels
API Gateway
Node.js + Express
POST /api/chat endpoint, JWT auth middleware, rate limiting per user, input sanitization, SSE streaming response handler, webhook delivery
AI Orchestration
Anthropic SDK + OpenAI SDK
System prompt injection, conversation history formatting, model selection logic, confidence scoring, fallback routing, token counting, response streaming
Data Persistence
PostgreSQL + Redis
Conversation storage with full transcripts, analytics aggregation tables, user and role records, Redis session cache, API usage logs, rate limit counters
Integrations
Webhooks + REST APIs
Slack escalation notifications, Zendesk ticket auto-creation, HubSpot CRM sync, outbound HMAC-signed webhooks, OAuth 2.0 flows for third-party auth