PSI SQUARE • AI CHATBOT SYSTEMS

Custom AI Chatbot Development

PSI Square is a custom AI chatbot development company. We build conversational AI chatbots that answer customer questions, qualify inbound leads, and automate support workflows across your website, WhatsApp, and internal business tools. Grounded in your company knowledge base, our chatbots leverage OpenAI and Claude models to deliver hallucination-free, brand-aligned conversations.

Strict NDA Protected100% Full Source CodeProduction Tested & Verified
INTEGRATED SYSTEMS & CODEBASES
OpenAI GPT-4o
ClAnthropic Claude
RAG & Vector DBs
WhatsApp API
HubSpot & Salesforce
LangChain
n8nn8n Workflows
Human Handoff
OpenAI GPT-4o
ClAnthropic Claude
RAG & Vector DBs
WhatsApp API
HubSpot & Salesforce
LangChain
n8nn8n Workflows
Human Handoff
OpenAI GPT-4o
ClAnthropic Claude
RAG & Vector DBs
WhatsApp API
HubSpot & Salesforce
LangChain
n8nn8n Workflows
Human Handoff
CORE CAPABILITIES

Custom AI Chatbot Solutions We Build

We build production conversational systems tailored to your business operations, data security requirements, and customer touchpoints.

01
Lead Generation

Website Inbound Lead Qualification Chatbots

Engage high-intent website visitors, capture qualifying criteria (budget, timeline, use case), and automatically schedule discovery meetings on your calendar.

Production Architecture
02
24/7 Support

Customer Support & Helpdesk Chatbots

Resolve Tier-1 and Tier-2 customer service queries instantly with direct ticketing integration (Zendesk, Freshdesk, Intercom) and human escalation paths.

03
RAG Retrieval

Knowledge Base & Document RAG Chatbots

Enable staff or clients to search thousands of PDFs, technical manuals, contracts, and Notion pages with precise, cited answers using vector retrieval.

Production Architecture
04
Internal Productivity

Internal Team & Slack/Teams Assistants

Custom workspace bots that assist employees with HR onboarding, internal policy lookups, database SQL querying, and operational task execution.

Production Architecture
05
Omnichannel

WhatsApp & Multi-Channel Messaging Bots

Deploy conversational assistants directly onto the official WhatsApp Business Cloud API, Telegram, and SMS to meet customers on their preferred mobile channels.

Production Architecture
06
Voice AI

Voice-Enabled Conversational Agent Bridges

Expand your chatbot text capabilities into natural telephone and web voice interactions with ultra-low-latency speech-to-speech pipelines.

Platform Decision Matrix

How We Prevent Hallucinations: Grounded RAG Architecture

The primary concern when deploying an AI chatbot in production is accuracy. Unconstrained LLMs invent answers. We eliminate hallucinations by isolating the model to your verified corporate knowledge.

Our chatbots operate on a strict Retrieval-Augmented Generation (RAG) framework: when a user asks a question, semantic embeddings retrieve the exact relevant passages from your private documentation, and the model synthesizes an answer referencing only verified facts.

Production RAG Safeguards We Implement

  • Document chunking and vector storage (Pinecone, Qdrant, pgvector)
  • Strict system prompts requiring the model to cite sources or state uncertainty
  • Sentiment and trigger detection for automated human agent handoff
  • Full conversation logging, latency monitoring, and token cost tracking
  • SOC2 and GDPR-aligned data handling with zero training on client prompts

Chatbot vs Autonomous AI Agent: The Difference

  • Chatbots specialize in conversational query answering and lead intake
  • AI Agents perform multi-step autonomous actions across third-party software
  • Chatbots follow structured dialog trees with LLM natural language flexibility
  • AI Agents invoke APIs, update CRM records, and trigger scheduled workflows
  • Both architectures integrate seamlessly within our unified engineering stack
Technical Standards & Architecture

Enterprise Integrations & Workflow Automation

A chatbot is only as effective as the systems it connects to. We integrate your conversational interface directly into your operational stack using webhooks, n8n, and custom REST APIs.

SYS.SPEC_01

CRMs & Sales Pipelines

Seamless bidirectional synchronization with HubSpot, Salesforce, Pipedrive, and GoHighLevel to create leads, tag deals, and update contact history.

Safety Standard
Institutional Spec
MACRO.EVENT_FILTER

Calendar & Scheduling Engines

Direct integration with Calendly, Cal.com, and Google Calendar to allow qualified prospects to book meetings directly inside the chat interface.

Blackout Buffer
±15m High-Impact
SYS.METRIC_03

Workflow Automation (n8n & Make)

Deploying complex multi-step backend actions via n8n and Zapier to trigger email sequences, generate invoices, or notify sales teams.

Active Monitor
Fail-Safe Monitored
API.RATE_GOV

LLM Foundations (OpenAI & Claude)

Selecting the optimal model based on latency, cost, and reasoning depth — utilizing OpenAI GPT-4o for speed and Claude 3.5 Sonnet for nuanced technical queries.

Request Governor
Zero 429 Bans
SYS.EXEC_05

Helpdesk & Ticketing Systems

Connecting with Zendesk, Freshdesk, and Jira Service Management to look up order status, create support tickets, and update resolution notes.

Execution Policy
Production Ready
IP.OWNERSHIP

Full Intellectual Property Ownership

You own all source code, vector pipeline configurations, and custom system prompts with zero vendor lock-in or recurring platform seat licenses.

Code Delivery
100% Unencrypted
DELIVERY PIPELINE

How We Build Your Custom Chatbot: 7-Step Delivery

We engineer, evaluate, and deploy your conversational AI using an enterprise-grade development methodology.

01
01

Discovery & Use Case Scoping

We identify target customer personas, key conversational flows, required system integrations, and tone of voice guidelines.

Learn more
02
02

Knowledge Ingestion & Vector Pipeline

We process your company documents, FAQs, and product catalogs into optimized semantic chunks and store them in a secure vector database.

Learn more
03
03

Prompt Engineering & Guardrails

We craft precise system instructions, establish negative constraints, and program guardrails to prevent off-topic or hallucinated responses.

Learn more
04
04

CRM & API Tool Integration

We connect the chatbot to your CRM, booking calendar, and ticketing tools via OpenAI function calling and robust webhook endpoints.

Learn more
05
05

Evaluation & Human Test Matrix

We run hundreds of benchmark queries against edge cases, adversarial prompts, and ambiguous questions to verify accuracy before launch.

Learn more
06
06

Omnichannel Production Deployment

We embed the chat widget on your website or launch the WhatsApp Business webhook, complete with analytics tracking and error monitoring.

Learn more
07
07

Post-Launch Tuning & Warranty

We analyze real conversation transcripts, refine prompt boundaries, and provide complete warranty support for ongoing stability.

Learn more

Ready to Deploy a Custom AI Chatbot That Actually Understands Your Business?

Consult with our senior AI engineers. We will review your documentation, recommend the ideal architecture, and provide a fixed milestone proposal.

Tell Us What the Bot Should Do
PROVEN EXECUTION

Related AI Automation Case Studies

Review related conversational and generative AI systems developed by PSI Square demonstrating production API orchestration and enterprise reliability.

< 800msResponse Latency

AI Voice Agent for Inbound Customer Calls

Autonomous conversational voice agent handling high-volume inbound phone calls with dynamic document lookup and automated CRM record updating.

OpenAITwilio VoiceRAG Retrievaln8n
Read case study breakdown
10xProduction Speedup

AI Multi-Agent Marketing Content Engine

Generative multi-agent system synthesizing brand guidelines, copywriting briefs, and image generation via structured API function calling.

Claude APIOpenAINext.jsPostgreSQL
Read case study breakdown
Real-TimeData Synthesis

AI-Powered Fund Manager SaaS Platform

Multi-tenant enterprise dashboard featuring real-time automated AI summaries of complex quantitative trading portfolios and risk metrics.

Next.jsSupabase RLSLLM SummariesWebSockets
Read case study breakdown
TRANSPARENT ENGAGEMENT

Custom AI Chatbot Pricing & Timelines

Every custom AI chatbot is scoped and fixed-priced based on the number of deployment channels, complexity of knowledge base retrieval, and required third-party integrations (CRM, calendar, helpdesk). Unlike subscription chatbot SaaS tools that charge escalating monthly seat fees, you pay for engineering delivery and own 100% of the code and prompts. Most custom chatbot implementations are delivered within 2 to 4 weeks.

Pricing ModelFixed-Price Project Scope
Intellectual Property100% Code & Prompt Ownership
Standard Delivery2–4 Weeks to Production
COMMON INQUIRIES

Frequently Asked Questions About AI Chatbot Development

Key questions business leaders and technical teams ask before building a custom AI chatbot.

The investment depends on whether you require a simple FAQ website widget or an enterprise multi-channel assistant connected to your CRM, WhatsApp, and internal databases. After an initial technical scoping call, we provide a fixed-price proposal with defined deliverables and milestone billing.
CROSS-PLATFORM INTEGRATIONS

Explore Related AI Automation Capabilities

Practice Hub

AI Agents & Workflow Automation Hub

Explore autonomous multi-agent systems that coordinate across your business software to execute complex, multi-step tasks.

Explore service
Support Workflows

AI Customer Support Agents

End-to-end autonomous customer support agents managing ticket triage, resolution, and CRM updates across your operations.

Explore service
API Engineering

OpenAI & Claude API Integration

Direct API integration of enterprise foundation models into your existing SaaS products, web platforms, and internal tools.

Explore service
ENGINEERING INSIGHTS

Technical Guides on AI Chatbot Architecture

TECHNICAL GUIDE

How to Use OpenAI Function Calling to Build Structured AI Workflows

Learn how to force language models to return valid JSON schemas to trigger real-world API actions and CRM database updates.

Read full guide
TECHNICAL GUIDE

Building Real-Time AI Agents with OpenAI and n8n

Step-by-step architectural blueprint for connecting LLMs to webhooks, database triggers, and communication APIs using n8n.

Read full guide
TECHNICAL GUIDE

n8n vs Zapier vs Make.com: Which Automation Platform Should You Use?

Comparative evaluation of enterprise workflow platforms for hosting conversational AI middleware and webhook routers.

Read full guide
99.8% Client Retention on retaining sprints

Ready to Build a High-Accuracy AI Chatbot for Your Business?

Schedule a technical discovery call with our AI systems architects. We will evaluate your knowledge documents, demonstrate live prototypes, and deliver a clear project roadmap.

Direct Responseinfo@psi-square.net
Support DeskReplies under 24 hours
Mutual Non-Disclosure Agreement (NDA) executed before project scoping.