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Our Recent Web Projects

Monocubed has shipped 200+ web platforms since 2019 across eCommerce, education, fintech, healthcare, and on-demand marketplaces. The projects below highlight production web work delivered by our in-house team for clients across multiple industries and geographies.

Moovstore

eCommerce Platform | PHP | Laravel | MySQL | AWS | HyperPay

A multi-category eCommerce marketplace built for a Saudi Arabian retailer covering electronics, clothing, perfumes, and chocolates.

  • 15% improvement in website conversion rates
  • Streamlined checkout with multiple payment options, cards, wallet, and cash on delivery
  • Multilingual storefront with product filtering, sorting, and review functionality
  • Seller dashboard with bulk product uploads, store analytics, and order tracking

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Moovstore

Interstride

Career Platform | Ruby on Rails | MySQL | AWS | Twilio

A career platform connecting international students with employment opportunities, visa support, and university partnerships across the globe.

  • 80,000+ active users on the platform
  • 130+ university partnerships globally
  • Live webinar scheduling with in-session chat functionality
  • Interview tracker with reminders, push notifications, and career planning questionnaire

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Interstride

Slash Deals

Marketplace Portal | Angular JS | Go | PostgreSQL | AWS

A daily deals marketplace connecting consumers with local retailers across Botswana, with vendor analytics and consumer discovery features.

  • 8,000+ users and 113+ stores listed on the platform
  • Live across 103 cities, supporting 2,443+ active deals
  • Vendor dashboard with PDF flyer upload and automatic product extraction
  • Consumer features for filtering, search, saved shopping lists, and one-click social sharing

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Slash Deals

Stop Losing Web Visitors to Slow Replies and Generic Chatbot Widgets

Get a custom AI chatbot built on your data, your brand voice, and your existing web stack by a team that has shipped 200+ web solutions for clients worldwide.

What Our Clients Say About Us

Project Summary

Government

Website Dev for Public Affairs & Government Relations Firm

We have built a website for a public affairs and government relations firm. The team has been tasked with designing the interface, integrating application forms, and building a backend system.

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Project Summary

Education

Web Development for Education Company

We have developed an online education company’s website. They’ve incorporated live video streaming, interactive quizzes, and forums into the site.

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Project Summary

Construction

Web Sales App for Roofing & Wall Contractor

We have built a web sales and production platform to increase productivity and efficiency. The web-based solution manages estimates, proposals, and orders.

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Project Summary

Automotive

Logo Design & Web Dev for Car Inspection Service Company

We developed and designed the website for a car inspection firm based in France, including all backend and frontend work. The website is automated to receive and handle customer inquiries.

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Project Summary

Healthcare

Web & App Development for Telemedicine Company

We provided web and app development services for a medical telecoms company. Their team handled product and UI designs as well as integrated a telemedicine platform to build the app and site.

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“The team’s understanding of our niche was impressive.”

The work has improved the client’s efficiency of user interactions and made it easier for businesses to find the required information. The team has demonstrated smooth and reliable project management, delivered every milestone on time, and remained highly responsive to feedback.

Joshua Perttula
President, Kirra Consulting
Los Angeles, California
5.0
Quality5.0
Schedule5.0
Cost5.0
Willing to Refer5.0

“Their understanding of our vision is impressive.”

We have delivered a smooth-running platform with interactive features that have improved the learning experience. The team is responsive, timely, and understanding of the client’s vision. Their strong understanding of the client’s needs and dedication to meeting them stand out.

Eileen Taylor
Co-Founder, Ultimate Academy
Bay Point, California
5.0
Quality5.0
Schedule4.5
Cost4.0
Willing to Refer5.0

“Our sales teams are providing more accurate estimates and proposals.”

The company met my expectations. Efficiency within the sales team has improved significantly. The team is very professional and is attentive and responsive.

Anonymous
President, E. Cornell Malone Corp.
Jackson, Mississippi
5.0
Quality5.0
Schedule5.0
Cost4.5
Willing to Refer5.0

“They never say no and they work until they solve the problem.”

The website design and developed was well-managed, with clear communication throughout, and a willingness to deal with bugs and issues that arose. The site met the requirements and the team’s dedication to problem-solving was impressive.

Anonymous
Manager, Car Inspection Service Company
France
5.0
Quality5.0
Schedule4.5
Cost4.0
Willing to Refer5.0

“I was very impressed with their dedicated hard work.”

The platforms are fully functional and successful. They completed the project to the partner’s expectations. Their team is easy to work with and responsive to needs. It was clear they all worked hard to develop the platforms.

Anonymous
Consultant, Telemedicine Company
Louisville, Kentucky
5.0
Quality5.0
Schedule4.5
Cost4.0
Willing to Refer5.0

AI Chatbot Development Services We Offer

Every business hits the same wall eventually: the support inbox grows faster than the team can hire. Monocubed builds custom AI chatbot development services that live inside your web platform, trained on your data, written in your brand voice, and wired into the systems your team already uses.

AI Chatbot Consulting Services

Not sure where to start? Our senior chatbot consultants map your use cases, audit your data, shortlist the right LLM, and define what success looks like before writing a line of code. You get a vendor-neutral chatbot consulting service with a clear ROI model and a written roadmap.

Custom AI Chatbot Development

Tired of off-the-shelf widgets that miss the point? We build custom chatbot development services from scratch on your domain data, brand voice, and web workflows. You get a chatbot that ships as part of your website or web app, tied to your stack, not bolted on top.

Generative AI Chatbot Development

GPT-5, Claude, Llama, or Mistral? Our generative AI chatbots ship with prompt engineering, retrieval, and guardrails baked in. You get a chatbot that stays on-topic, on-brand, and grounded in your data, instead of freestyling answers that put your business at risk.

RAG Knowledge-Base Chatbots

What if your chatbot could read your entire help center? We connect your documents, articles, product catalogs, and CMS content to a vector database. You get grounded, source-cited answers pulled straight from your own knowledge base, with links back to the original article inside your portal.

Conversational AI and NLP

A chatbot that forgets context after one message is useless. We engineer intent recognition, entity extraction, sentiment analysis, and multi-turn dialog into your web chatbot. You get an AI bot that holds the thread across a visitor’s whole session and routes complex queries to a human agent.

AI Chatbot Web Integration

Need your chatbot inside the logged-in user experience? We embed AI chatbots into your web app, customer portal, or SaaS dashboard using authenticated APIs, SSO, and a clean front-end SDK. Our AI chatbot app development service respects user permissions, role hierarchy, and data access boundaries.

Enterprise AI Chatbot Development

Running a fintech, healthcare, or legal web portal? Our enterprise AI chatbot development service ships with SSO, role-based access, audit logs, and CRM or ERP integration. You get an enterprise chatbot development service fit for governance-heavy industries and large B2B web platforms.

Multilingual AI Chatbot Development

Customers in twelve countries, support team in one? We train chatbots to detect and respond in 50+ languages with locale-aware tone, deployed directly on your website or eCommerce store. You get one multilingual chatbot serving global customers without a separate translation pipeline.

Chatbot Support and Re-Training

What happens after the chatbot goes live? We monitor your web chatbot, retrain models on new data, tune prompts, and patch drift on a fixed monthly retainer. Our chatbot software development services keep your bot improving every month, with monthly evaluation reports and quality scoring.

Why Choose Monocubed as Your AI Chatbot Development Services Provider

Monocubed sits among the AI chatbot development companies that build conversational AI solutions for clients across healthcare, fintech, eCommerce, and SaaS. As an AI chatbot development company in the United States, our chatbot development services pair deep web development experience with applied LLM and NLP expertise, so your chatbot arrives secure, grounded, and ready to handle real customer conversations from day one.

free consultation
30-Min Free Consultation
Signs NDA
Signs NDA for Complete Confidentiality
developers and designers
Dedicated AI Chatbot Developers
data security
100% Data Security
Constant feedback cycle
Constant Feedback Cycle
Regular updates
Regular Updates
transparency
Deep LLM and NLP Expertise
Quality assurance
Quality Assurance
90-day maintenance support
Up to 90-Day Maintenance Support

Ship a Production AI Chatbot Inside Your Web Platform Faster

Our 50+ in-house chatbot developers build, integrate, and ship custom AI chatbots that resolve real queries, qualify leads, and cut support cost per ticket.

Technology Stack We Use for AI Solutions Development

We select the technology stack for each AI project based on your business goals, web platform, and scaling needs. Our engineers build artificial intelligence development solutions across leading LLMs, ML frameworks, web technologies, and cloud platforms, so every AI feature ships on infrastructure built for production.

LLMs and Generative AI

  • OpenAI OpenAI (GPT-4)
  • Claude Claude
  • Llama Llama
  • Gemini Gemini
  • Mistral Mistral

ML Libraries

  • TensorFlow TensorFlow
  • PyTorch PyTorch
  • scikit-learn scikit-learn
  • Keras Keras

Frontend

  • React.js React.js
  • Angular Angular
  • Vue.js Vue.js
  • Next.js Next.js
  • TypeScript TypeScript

Backend

  • Node.js Node.js
  • Python Python
  • Django Django
  • Ruby on Rails Ruby on Rails
  • Laravel Laravel
  • PHP PHP

Databases and Vector Stores

  • PostgreSQL PostgreSQL
  • MongoDB MongoDB
  • Pinecone Pinecone
  • Redis Redis
  • Elasticsearch Elasticsearch

Cloud Platforms

  • AWS AWS
  • Google Cloud Google Cloud
  • Microsoft Azure Microsoft Azure
  • Vercel Vercel
  • DigitalOcean DigitalOcean

DevOps and Containerization

  • Docker Docker
  • Kubernetes Kubernetes
  • Jenkins Jenkins

API Technologies

  • REST APIs REST APIs
  • GraphQL GraphQL
  • OpenAPI OpenAPI

Our AI Chatbot Development Process We Follow

Monocubed follows a structured six-phase chatbot development process refined across 200+ web projects. Every phase has written deliverables, defined exit criteria, and a senior engineer accountable for quality. Below is the development methodology we apply to every AI chatbot engagement.

01

Discovery and Use-Case Mapping

We start with stakeholder interviews, current-state audits of your web platform, and a use-case workshop. You leave the phase with a documented use-case map, KPI definitions, an LLM shortlist, a deployment channel decision, and a written project brief that drives every following phase.

02

Conversation Design and Data Strategy

We design the chatbot’s intents, entities, conversation flows, and fallback paths, then assemble the RAG corpus, training data, and evaluation set from your existing content. You get a conversation map, a brand-voice tuning document, and a labeled evaluation dataset before any model training begins.

03

Model Selection and Prompt Engineering

We benchmark candidate LLMs against your evaluation set, design the prompt patterns, build the guardrails, and define the fallback policies for sensitive topics. You get a model selection report, a prompt library, and a written guardrails specification that controls what the chatbot will and will not say.

04

Development and Integration

We build the chatbot front-end, the retrieval pipeline, the backend services, and the CRM, ERP, and helpdesk connectors your web platform needs. You get a working chatbot integrated into your website or web app, with authentication, logging, analytics hooks, and clean source code in your repository.

05

Testing, Evaluation, Guardrails

We run hallucination tests, prompt-injection security tests, bias reviews, load tests, and end-to-end conversation regression on the full evaluation suite. You get a test report, a quality score, a security review document, and the eval suite itself, so your team can re-run it on every future model update.

06

Deployment and Support

We deploy the chatbot to production with monitoring, alerting, and a logging pipeline that feeds back into future training data. You get a deployment runbook, a 90-day maintenance window, monthly performance reports, and an ongoing retraining schedule that keeps your chatbot accurate.

Not Sure Which LLM or Web Stack Fits Your Chatbot Use-Case

Get a free 30-minute AI chatbot architecture review with a Monocubed senior engineer and walk away with a written LLM, web stack, and roadmap recommendation.

AI Chatbot Solutions for Every Industry

Monocubed has shipped AI-ready web platforms across regulated and high-growth industries. Below are six verticals where our AI chatbot development services have the strongest fit.

eCommerce and Retail

eCommerce and Retail

We build AI chatbots inside Shopify, WooCommerce, and Magento stores for product discovery, cart-abandonment recovery, order tracking, and post-purchase support. Our chatbots integrate with your inventory, payment, and CRM systems to drive conversion, repeat purchases, and lower support cost per ticket on your eCommerce development services platform.

Healthcare

Healthcare

We build HIPAA-aware AI chatbots inside patient portals and telehealth web platforms for appointment scheduling, intake forms, prescription reminders, and secure messaging. Our healthcare chatbots respect role-based access, audit log requirements, and the privacy obligations that come with handling protected health information.

Fintech and Banking

Fintech and Banking

We build AI chatbots inside online banking web portals, lending platforms, and trading dashboards for KYC assistance, transaction support, fraud alerts, and account servicing. Our fintech chatbots integrate with your core banking APIs, identity verification stack, and risk scoring systems with the security controls fintech regulators expect.

Manufacturing

Manufacturing

We build AI chatbots for vendor web portals, distributor knowledge bases, and technician support sites for procurement queries. As a manufacturing chatbot development company, we tie chatbots to your ERP, PLM, and supplier management systems so plant managers and distributors get answers without a support ticket.

SaaS

SaaS

We build AI chatbots inside SaaS dashboards for in-app onboarding, support deflection, knowledge-base copilots, and contextual help. Our SaaS chatbots understand the logged-in user’s plan, role, and recent activity, surfacing the right help article or workflow without forcing users out of your web application.

Real Estate

Real Estate

We build AI chatbots inside property listing sites, broker portals, and tenant service platforms for lead qualification, property search, tour scheduling, and tenant requests. Our real estate chatbots integrate with MLS feeds, CRM systems, and property management software to capture leads and resolve tenant queries faster.

Frequently Asked Questions About AI Chatbot Development Services

AI chatbot development services cover the design, build, integration, and ongoing support of AI-powered chatbots inside your web platform. At Monocubed, that includes use-case discovery, LLM selection, conversation design, RAG and knowledge-base setup, web app integration, security testing, deployment, and continuous re-training. We build chatbots that live inside your website, web app, customer portal, or eCommerce store.

A no-code chatbot software platform gives you a generic widget with limited control, shared infrastructure, and per-conversation pricing that scales painfully. A custom AI chatbot development service from Monocubed gives you a chatbot you own, trained on your data, integrated with your APIs, hosted in your cloud, and free to evolve with your business. You trade upfront build effort for long-term control, lower per-conversation cost, and no vendor lock-in.

Custom AI chatbot development cost depends on scope, data complexity, integrations, and compliance requirements. A basic web FAQ chatbot proof of concept typically runs $5,000 to $30,000. A production AI-powered web chatbot with CRM integration and RAG grounding runs $75,000 to $150,000. Enterprise web portal chatbots with strict compliance, SSO, and multi-system integration start at $200,000 and scale with rollout scope.

Timelines depend on the chatbot’s scope. A proof of concept embedded in a marketing site typically takes 2 to 6 weeks. A production AI chatbot integrated with your CRM, helpdesk, and knowledge base runs 8 to 16 weeks from discovery to launch. Enterprise web portal chatbots with compliance, multi-system integration, and multilingual support typically run 3 to 6 months. Every Monocubed project ships in incremental milestones.

A rule-based chatbot follows scripted decision trees and only answers questions it was explicitly programmed to handle. An AI chatbot uses LLMs, NLP, and machine learning to understand rephrased questions, hold multi-turn conversations, and ground responses in your data through retrieval. Rule-based bots are cheaper to build but break on any off-script input. AI chatbots cost more upfront but scale across thousands of unique queries without manual updates.

Yes. Our AI chatbot integration services connect your web chatbot to Salesforce, HubSpot, Zoho, Microsoft Dynamics, SAP, Oracle, Zendesk, Freshdesk, and other CRM, ERP, and helpdesk systems using REST APIs, GraphQL, and webhooks. The chatbot reads from and writes to those systems inside your authenticated web session, with role-based access and audit logging applied to every action.

Yes. Our enterprise AI chatbot development service covers strategy, architecture, build, integration, governance, and rollout for large web platforms. Enterprise chatbot consulting includes vendor-neutral LLM evaluation, total cost of ownership modeling, compliance review, change management planning, and an enterprise governance framework. We work with fintech, healthcare, legal, and large B2B clients with strict security and audit requirements.

We use retrieval-augmented generation to ground every response in your own content, structured prompt engineering to set behavioral boundaries, and refusal policies to handle sensitive topics. Every chatbot ships with a written evaluation suite covering hallucination rate, on-topic accuracy, prompt-injection resistance, and bias review. Your team gets the evaluation suite so the chatbot can be retested on every model update.

Yes. We build AI chatbots aligned with HIPAA, SOC 2, and GDPR requirements, including encrypted data transmission, role-based access, audit logging, data residency controls, and right-to-erasure workflows. Monocubed is ISO 9001 certified, and we work with clients in healthcare, fintech, and legal sectors who require their chatbot to meet specific regulatory and contractual standards.

Monocubed is a US-focused AI chatbot development company with 50+ in-house developers serving startups, SMEs, and enterprises across the United States. We work in overlapping US business hours, use Slack, Jira, and your preferred project tools, and ship across all US time zones. Our AI chatbot development in the USA covers clients from California to New York, with NDA-backed engagements and direct developer access.