M
Maple54
85% Resolution · GPT-4 Powered · 24/7

Chatbot Development With AI
That Actually Converts Visitors.

GPT-4 powered chatbots that qualify leads, answer questions, and close sales 24/7. Trained on your knowledge base. Resolves 85% of queries without a human.

From $4,999 · 3-week build
0%
Resolution Rate
0×
Leads Captured
0/7
Always On
<0s
Response Time
Use Cases

What chatbots do best.

💼

Lead Qualification

Ask qualifying questions, score leads, route to sales

🎧

Customer Support

24/7 answers to common questions, ticket deflection

📅

Appointment Booking

Calendar integration, auto-reschedule, reminders

🛒

Sales Assistant

Product recommendations, comparison, checkout help

📚

Knowledge Base

Search across docs, articles, videos, instant answers

🔔

Proactive Engagement

Exit-intent offers, cart recovery, feature announcements

Case Study
🏢 SaaS Company

“AI chatbot handles 85% of our support tickets. Sales team now focuses only on qualified leads. Cost per lead dropped 67%. No human was replaced — they were upgraded.”

NP
Nisha P. · VP Customer Success
TaskFlow SaaS
85%
Tickets Auto-Resolved
-67%
Cost Per Lead
3×
Lead Volume
24/7
Coverage
The Chatbot Development Process

Chatbots that resolve tickets, not just answer &ldquo;Hi.&rdquo;

Most chatbots are rule-based FAQ machines users hate. We build AI chatbots grounded in your docs + product that resolve 60-80% of tier-1 support without escalation.

1

Use-case + data audit

Week 1

Ticket analysis, support-log review, deflection-opportunity mapping, data-source inventory (docs, KB, product database, CRM).

2

RAG + prompt engineering

Week 2-3

Knowledge base ingestion into Pinecone / Weaviate, prompt engineering for brand voice, function calling for CRM / order lookup, guardrails against hallucinations.

3

Human-handoff + eval

Week 4

Human-agent handoff (Intercom / Zendesk integration), eval dataset with 100+ real tickets, LLM-as-judge scoring, regression tests.

4

Launch + continuous improvement

Week 5+

Gradual rollout behind feature flag, performance monitoring, weekly prompt + knowledge tuning, expansion to new use cases as deflection proves out.

What&apos;s Included

A production AI chatbot, not a demo.

Model, data pipeline, UI, handoff, analytics — everything needed to actually deflect tickets.

01

RAG-powered answers

Retrieval-augmented generation grounded in your docs, knowledge base, product database. Every answer cites sources. Hallucination rate < 3% in production.

02

Function calling + actions

Beyond Q&A: order status lookups, subscription changes, appointment booking, password resets. Bot takes actions via CRM / billing / product APIs.

03

Human handoff + escalation

Intercom / Zendesk / Gorgias integration. Bot recognizes when to escalate (frustration, sensitive topics, complex issues), passes conversation with summary.

04

Evaluation + monitoring

Eval dataset of 100+ real tickets, LLM-as-judge scoring, regression tests on every prompt change, live conversation monitoring via Braintrust / Langfuse.

Who Wins with AI Chatbots

Built for support + sales-heavy businesses.

AI chatbots deflect repetitive work so humans focus on high-value interactions. Businesses with 500+ tickets per month usually see 60-80% deflection within 90 days.

Ecommerce + DTC

Order status, returns, subscription changes, product questions. Typical deflection: 65-80% of all tickets. Frees CX team for complex + high-value issues.

B2B SaaS Support

Product-usage questions, billing + subscription, account issues. Knowledge-base search + API-integrated actions. 55-75% deflection common.

Healthcare + Professional Services

Appointment booking, insurance verification, FAQ. Careful handling of sensitive topics + compliance constraints. Excellent 24/7 front-line support tool.

Internal IT + HR Helpdesk

Employee IT tickets, HR policy questions, benefits. Integrated with Okta / Azure AD + internal KBs. 70%+ deflection common for high-volume internal helpdesks.

Our Chatbot Stack

AI + support integration tooling.

Model-agnostic, integration-rich, production-grade.

LLMs + RAG
ClaudeGPT-5GeminiPineconeWeaviateCohere
Support Integrations
IntercomZendeskGorgiasHelp ScoutFreshdeskCustom Webhooks
Evaluation + Ops
BraintrustLangfusePromptLayerLangChainHumanloopOpenPipe

WE SERVE YOUR INDUSTRY

Select Your Industry — Get a Custom Strategy

Click your industry below to start your free application — we'll tailor everything to your market.

Start Your Free Application →

Your 24/7 sales + support AI.

Resolves 85% of tickets. Captures 3× more leads. Zero coffee breaks.

Pricing

Chatbot pricing.

Basic Bot

$4,999

Build · 3 weeks

✓GPT-4 integration
✓Website widget
✓Knowledge base training
✓Basic analytics
✓30-day support
Build My Bot →
Most Popular

Advanced Bot

$14,999

Multi-channel · 6 weeks

✓Website + WhatsApp + SMS
✓CRM integration
✓Human handoff
✓A/B testing
✓Advanced analytics
Build My Bot →

Enterprise Bot

Custom

Custom-trained · Secure

✓Fine-tuned on your data
✓Private cloud deploy
✓Enterprise SSO
✓Dedicated support
✓SLAs + compliance
Build My Bot →

AI chatbots, answered honestly.

What&apos;s the difference between AI chatbots + rule-based bots?

Rule-based bots follow decision trees — they fail the moment a user says something unexpected. AI chatbots understand natural language + context. Modern AI chatbots handle 10-100× more variety than rule-based systems.

How do you prevent hallucinations?

Three defenses: (1) RAG grounds answers in your documents with citations. (2) Structured output validation via Zod / Pydantic rejects malformed responses. (3) Eval datasets catch regressions before launch. Typical hallucination rate: < 3% in production.

How much does it cost to run?

Per-conversation: $0.01-$0.05 depending on model + conversation length. A bot handling 20K tickets / month typically costs $300-$1,500 in LLM API fees. Savings from deflection typically 10-50× the AI costs.

How long to launch?

4-6 weeks for first-version production chatbot. Iterative expansion over 3-6 months to reach peak deflection. Most clients reach 60-80% deflection within 90 days of launch.

Will users know it&apos;s a bot?

Yes — clearly disclosed. No fake human names or photos. Users who want human agents can always escalate. Best-performing chatbots are honest about being bots while still being helpful.

Start Your Project

Three ways to get started

Pick the path that fits you best — a quick form, a detailed brief, or a live call. Selected service: Custom Software.

Replies within 24 hours · No obligation

Prefer phone? Call (480) 650-9911 — Mon–Fri · 9am–6pm MST