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Our Recent Projects
From MVP builds to enterprise platforms, Monocubed has delivered scalable web solutions for startups, SMEs, and Fortune 500 clients across 25+ countries. Below are a few of our recent projects that show the breadth of our chatbot and AI work.
Moovstore
Web Solution | PHP | Laravel | MySQL
Custom eCommerce platform built for a Saudi Arabian retailer, supporting Arabic and English with a mobile-first design.
- Increased conversion rate by 15% through personalized product recommendations
- Handled peak regional traffic without downtime during shopping events
- Integrated payment gateways with regional banks
- 280,000+ orders processed through the platform
Interstride
Web Application | Ruby on Rails | PostgreSQL | AWS
Career discovery and job search platform connecting international students with employers across the United States.
- Real-time job matching based on visa status and career goals
- Integrated with university career services and employer ATS systems
- Serves users across 100+ universities
Slash Deals
Web Portal | AngularJS | Go | MongoDB
Daily deals and rewards marketplace connecting users across 103 cities with local merchants and offers.
- Multi-city architecture with geolocation routing
- Aggregated deals from hundreds of merchants
- Real-time deal updates and personalized notifications
Want a Production-Ready AI Chatbot Built for Your Web Platform?
Our chatbot consultants help you scope use cases, evaluate platforms, design conversations, and plan integrations so your AI chatbot launches into production, ready for users.
What Our Clients Say About Us
Project Summary
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.
Project Summary
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.
Project Summary
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.
Project Summary
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.
Project Summary
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.
AI Chatbot Consulting Services We Offer
We help businesses define, design, and de-risk chatbot initiatives before development begins. Our chatbot consultants bring senior engineering judgment to every engagement, the same depth you would expect from leading chatbot development companies, so you ship the right chatbot on the right platform with the right guardrails in place.
Chatbot Strategy and Roadmap Consulting
Not sure which chatbot use case to start with? We map your business goals to high-impact use cases, define success metrics, and build a phased roadmap for chatbot development. You walk away with KPIs, technology recommendations, and a realistic timeline that fits your budget and existing web stack.
Conversation Design and Flow Mapping
A great chatbot feels like a natural extension of your website, not a clunky popup. We design conversation flows with fallback logic, escalation paths, and brand-tone matching. You get dialogue blueprints that handle real customer queries, not scripted demos, ready for your engineering team to implement.
AI Training and Knowledge Integration
Worried your chatbot will hallucinate? We pick the right foundation model, set up retrieval pipelines, and ingest your website content, FAQs, product catalogs, and policy documents. Your chatbot then answers from your own data instead of generic LLM output, with measurable accuracy and audit trails.
CRM and System Integration Consulting
Your chatbot is only as useful as the systems it talks to. We audit your web stack and plan secure API integrations between the AI chatbot solution and your CRM, ERP, helpdesk, payment, and inventory systems, with handover to our backend development services team when implementation begins.
eCommerce Chatbot Strategy and Consulting
Losing eCommerce sales to abandoned carts? We map conversational commerce flows for cart recovery, product recommendations, order status, returns, and post-purchase support. Plans connect directly to our eCommerce development services so the chatbot is built into the storefront, not bolted on.
SaaS Web App Chatbot Consulting
In-app chatbots can lift activation rates faster than any onboarding email sequence. We plan to support automation, user onboarding, and in-app help across SaaS products, custom web applications, and AI chatbot app development services. Your team sees lower ticket volume and clearer signals on user friction.
Web Portal Chatbot Consulting Services
Tired of routing every portal query through a help desk? We scope chatbots for customer, employee, and partner portals covering knowledge access, HR queries, IT helpdesk, and document search. Every plan respects the access controls and data policies your portal already enforces for users.
Multilingual Chatbot Localization Strategy
Going global without spinning up 12 different chatbots is harder than it looks. We plan multi-language rollouts for global web audiences with language coverage recommendations, localization workflow design, regional compliance review, and a phased launch plan that scales market by market without rebuild.
Chatbot Performance and Compliance Audit
Chatbot live but underperforming? We review AI chatbot solutions for containment, deflection, CSAT, conversation quality, then run a compliance audit covering PII, GDPR, HIPAA, and CCPA. You get a prioritized remediation plan and engineering effort from our chatbot developers.
Why Choose Monocubed as Your Trusted AI Chatbot Consulting Company
Monocubed is a trusted AI chatbot consulting firm with senior strategists, certified chatbot developers, AI engineers, and cloud architects from our in-house talent pool. Every chatbot consultant brings subject matter expertise, hands-on AI experience, and a track record of shipped production deployments.
30-min free consultation
NDA protection
Deep AI/ML expertise
100% data security
Constant feedback cycle
Regular updates
Transparent pricing
Dedicated chatbot developers
Up to 90-day maintenance support
Want to Go From Chatbot Strategy to Shipped in Weeks?
Skip months of platform debates and stalled pilots. Our consultants design, scope, and plan your AI chatbot so development starts fast and stays on budget.
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 (GPT-4)- Claude
- Llama
- Gemini
- Mistral
OpenAI (GPT-4)
Claude
Llama
Gemini
MistralML Libraries
- TensorFlow
- PyTorch
- scikit-learn
- Keras
TensorFlow
PyTorch
scikit-learn
KerasFrontend
- React.js
- Angular
- Vue.js
- Next.js
- TypeScript
React.js
Angular
Vue.js
Next.js
TypeScriptBackend
- Node.js
- Python
- Django
- Ruby on Rails
- Laravel
- PHP
Node.js
Python
Django
Ruby on Rails
Laravel
PHPDatabases and Vector Stores
- PostgreSQL
- MongoDB
- Pinecone
- Redis
- Elasticsearch
PostgreSQL
MongoDB
Pinecone
Redis
ElasticsearchCloud Platforms
- AWS
- Google Cloud
- Microsoft Azure
- Vercel
- DigitalOcean
AWS
Google Cloud
Microsoft Azure
Vercel
DigitalOceanDevOps and Containerization
- Docker
- Kubernetes
- Jenkins
Docker
Kubernetes
JenkinsAPI Technologies
- REST APIs
- GraphQL
- OpenAPI
REST APIs
GraphQL
OpenAPIOur AI Chatbot Consulting Process
Every AI chatbot consulting engagement at Monocubed runs through six structured steps designed to surface risks early, eliminate guesswork, and turn strategic intent into an executable chatbot development roadmap your engineering team can ship.
Discovery and Goal Setting
We start with stakeholder interviews across product, support, sales, and operations to surface business goals, pain points, and success metrics. You get a documented brief that aligns leadership on what the chatbot needs to do and how success gets measured.
Use Case Prioritization
We map chatbot use cases across your customer and employee journeys, then rank each by impact, feasibility, and time to value. You walk away with a prioritized backlog answering the most common question leaders ask: where do we actually start with chatbot development?
AI Readiness and Data Audit
We audit your knowledge base, content repositories, CRM data, and integration surface to evaluate AI readiness. You get a written report on data quality, governance gaps, and engineering work required before training or deployment, with a plan covering every gap.
Platform Evaluation and Conversation Design
We compare custom chatbot development against SaaS platforms like Intercom, Drift, and Ada based on your requirements, then design conversation flows. You get a build-versus-buy recommendation, dialogue blueprints, escalation paths, and an engineering-ready UI spec.
Implementation Roadmap and Governance Plan
We produce a chatbot development roadmap covering scope, timeline, budget, and team composition. Enterprise engagements also include a governance plan addressing hallucination control, escalation triggers, PII handling, and compliance like GDPR, HIPAA, and CCPA.
Handover to Development and Optimization
When you are ready to build, our consulting team hands the engagement to our AI chatbot development services team for delivery. You get continuity from strategy to production, with the same engineers tracking KPIs and tuning the bot post-launch quarterly.
Should You Build Custom or Buy a SaaS AI Chatbot?
Our consultants review build-vs-buy options, evaluate platforms against your specific stack, and recommend the AI chatbot solution that fits your roadmap, team, and real budget.
Industry-Leading Chatbot Consulting Solutions for Every Sector
We have delivered enterprise AI chatbot development services and consulting across regulated industries and high-growth sectors. The chatbot solution that works for an online retailer is not the same as the one that works for a hospital network, and we shape every engagement accordingly.
eCommerce and Retail
We help online retailers plan chatbots that handle product discovery, cart recovery, order status, returns, and post-purchase support. Your customers get instant answers across product catalogs while your support team focuses on cases that actually need human judgment and complex resolution.
FinTech and Banking
Our enterprise chatbot consulting work advises financial services clients on secure chatbots for account inquiries, transaction history, fraud alerts, and onboarding. Every engagement covers regulatory considerations including PCI-DSS, KYC, and regional banking compliance before any production code is scoped.
Healthcare
We scope HIPAA-aligned chatbots for patient intake, appointment scheduling, prescription reminders, lab result delivery, and triage workflows. You get a privacy-first review covering PHI handling, audit logging, consent tracking, and clinical escalation paths starting from the discovery phase.
Education and eLearning
We help education providers plan AI chatbots for student support, course discovery, scholarship inquiries, and FAQ automation. Your platform gets 24-hour support without scaling your administrative team during enrollment surges or assignment deadline pressure.
Real Estate
We advise real estate platforms on chatbots that handle property search, viewing scheduling, mortgage pre-qualification, and tenant support. Your agents get qualified leads instead of cold inquiries, and your property listings convert higher across web and mobile traffic.
Travel and Hospitality
We scope chatbots for booking, itinerary management, loyalty program lookups, and post-stay support. Your guests get answers in their native language, your booking funnel converts higher, and your front desk handles fewer routine status calls every day.
SaaS and Technology
Our consultants help SaaS companies plan in-app AI chatbot solutions for onboarding, feature discovery, billing support, and self-service troubleshooting. Your activation rate climbs, your support cost per user drops, and your product team gets data on where users actually get stuck inside the app.
Logistics and Transportation
We advise logistics platforms on chatbots that handle shipment tracking, delivery updates, dispatch coordination, and driver support. Your operations team handles exceptions instead of routine status calls, and your customers get real-time answers from your own dispatch data.
Manufacturing
We advise manufacturers on chatbots for supplier inquiries, order tracking, warranty support, and field service coordination. Your operations team handles fewer routine requests, suppliers get faster answers, and your service technicians spend more time on actual problems instead of status calls.
All our projects are secured by NDA
