AIChaps · The AI practice of CodeChaps

AI That Leaves the Demo Stage and Starts Doing Real Work

Plenty of companies have an AI pilot. Far fewer have AI that customers use and teams rely on every day. AIChaps closes that gap: we find the use cases worth automating, get your data ready, and build agents, generative AI and machine-learning systems that plug into the tools you already run.

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Generative AIAI AgentsMachine LearningComputer VisionConversational AI

Trusted by startups, growing businesses, and enterprise clients worldwide

Theralieve Stablish Hibotalk Neon_Cow_Boys Eco Mobility Shozon Fiit Theralieve Stablish Hibotalk Neon_Cow_Boys Eco Mobility Shozon Fiit
The pilot problem

Most AI Projects Stall Between Pilot and Production. Ours Don't.

The model is rarely the hard part. Projects stall because the data isn't ready, the use case was never tied to a business number, or nobody planned how AI would fit into real workflows and real security rules. We start from the outcome you need, then engineer everything around it, from data pipelines to guardrails, so the AI keeps working long after launch.

  • Use cases chosen for ROI, not for novelty
  • No need to build an in-house AI team from scratch
  • AI that fits inside your existing apps, CRM and ERP
  • Security, privacy and human oversight built in
  • Monitoring that catches drift before your users do
0+ Man Years Experience
0+ Happy Customers
0% Customer Retention
0+ Years in Business
0+ Company Locations
What we build

Custom AI Engineering, From Strategy to MLOps

Eight practice areas, one team. Start with a single use case or let us map an AI roadmap across the business; either way, you get production-grade engineering.

AI Strategy & Readiness

We separate the AI ideas worth funding from the ones that only sound exciting, then check whether your data, systems and teams are ready to support them.

  • Use-case discovery workshops
  • ROI & feasibility scoring
  • Data-readiness assessment
  • Build vs. buy guidance
  • AI roadmap & budget
  • Governance framework
Book an AI readiness review

Generative AI & LLM Apps

Assistants, copilots and content tools grounded in your own documents and data, so answers are accurate, on-brand and traceable to a source.

  • Retrieval-augmented generation (RAG)
  • Internal knowledge assistants
  • Content & document generation
  • Fine-tuning & prompt design
  • Evaluation & red-teaming
  • Model-agnostic architecture
Plan a GenAI app

AI Agents & Automation

Agents that do more than chat: they read, decide and act across your systems, with approvals wherever a human should stay in charge.

  • Multi-step task agents
  • Tool & API integrations
  • Document & email workflows
  • Human-in-the-loop approvals
  • Intelligent process automation
  • Audit logs for every action
Plan an AI agent

Machine Learning & Prediction

Custom models that forecast, recommend and detect, trained on your data and tuned for the decisions your teams make every day.

  • Recommendation engines
  • Demand & sales forecasting
  • Churn & propensity models
  • Fraud & anomaly detection
  • Dynamic pricing
  • Explainable predictions
See our ML work for Theralieve

Computer Vision

Systems that see and understand images and video, from reading documents and checking quality to counting stock and spotting safety risks.

  • Document & ID OCR
  • Object detection & counting
  • Visual quality inspection
  • Face & liveness checks
  • Video analytics
  • Edge deployment
Plan a vision project

Conversational & Voice AI

Chat and voice assistants that resolve real requests across web, app, WhatsApp and phone, and hand over to a person gracefully when they should.

  • Customer support assistants
  • Voice agents & IVR
  • WhatsApp & web chat
  • Multilingual responses
  • Speech-to-text & summaries
  • Smooth human handover
Plan an AI assistant

Data Engineering & Analytics

The unglamorous foundation every AI project needs: clean, connected, governed data, plus dashboards people actually use.

  • Data pipelines & ETL
  • Warehouses & lakehouses
  • Vector databases
  • Data quality checks
  • BI dashboards
  • Natural-language analytics
Get your data AI-ready

MLOps & AI Governance

Everything that keeps AI dependable after launch, including versioning, monitoring, cost control and the policies that keep it safe and compliant.

  • CI/CD for models
  • Drift & quality monitoring
  • LLM cost & latency tracking
  • Guardrails & content filters
  • Bias & fairness testing
  • Model cards & audit trails
Harden your AI
Ways to work with us

Start Small, Prove Value, Then Scale

Pick the entry point that suits your budget and appetite for risk. Each one is designed to give you something real to show quickly. Hover over or tap an option to see what's included.

Discuss Your AI Idea

One to two weeks with your leaders and domain experts to surface, score and rank AI opportunities, ending with a costed roadmap.

Use-case mapROI modelRoadmap

A working prototype on your real data in a few weeks, with clear success metrics, so you can decide on evidence instead of slides.

Real dataSuccess metricsGo / no-go

A new AI-first product, from design and models to apps, APIs and admin tools, ready for real users and real traffic.

Web & mobileAPIsLaunch

Add search, assistants, recommendations or automation to the app or platform you already have, without a rebuild.

AI featuresIntegrationsAI-powered UX

ML engineers, data engineers and AI product people who join your roadmap month by month, which is faster than hiring an in-house team from scratch.

MonthlyScalableYour processes

We run, monitor and improve your AI in production, covering retraining, evaluations, cost tuning and incident response, around the clock.

24/7RetrainingCost control

Most stalled AI projects fail on data, not models.

Before you spend on models, find out whether your data can support them. Book a free AI readiness review and we'll highlight the gaps, the quick wins and the use cases worth starting with.

Get My Free Readiness Review
Success stories

Intelligence Already Working in Production

Machine-learning recommendations at scale, plus the data foundations and real-time systems that AI depends on, all built by CodeChaps and in daily use.

THERALIEVE · MACHINE LEARNING

ML recommendations across 100k+ sessions

We turned nine lines of standalone machines into one connected network, with an IoT session layer, kiosk QR and PIN check-in, partner and super-admin consoles, and ML-driven recommendations personalised to every user's history.

  • ML recommendation engine
  • User history & session data
  • IoT data collection
  • Multi-location analytics
100k+sessions served
42partner locations
AI in action: every session feeds the model, so each recommendation is better than the last.
View Case Study
CLUBIO · DATA FOUNDATIONS

300+ societies moved from scattered chats to one clean dataset

A full-stack community ecosystem for IncubeX Ltd, made up of a member app, Club Admin panel and Super Admin console, that replaced group chats and spreadsheets with structured data on members, events and attendance.

  • Structured member records
  • Event & attendance history
  • Role-based access
  • Multi-organisation data model
300+societies onboarded
3role-based dashboards
AI-ready: the kind of clean, connected data that recommendations and forecasting are built on.
View Case Study
ECO MOBILITY · REAL-TIME DATA

Live events and instant notifications, 24/7

A chauffeur-driven mobility platform with scheduled and advance booking, live trip management, instant status updates and round-the-clock assistance across iOS, Android and web.

  • Real-time event streams
  • Instant push notifications
  • Scheduled bookings
  • 24/7 in-app assistance
24/7live tracking & support
3platforms
AI angle: live operational data like this powers ETA prediction, demand forecasting and AI support assistants.
View Case Study
01 / 03
AI across your business

Where AI Pays Off First, Team by Team

The fastest wins usually hide in repetitive, high-volume work. Here's where we most often start.

  • 24/7 support assistant
  • Voice agents
  • Instant translation
  • Ticket summaries
  • Smart routing
  • Suggested replies
  • Sentiment tracking
  • Self-serve knowledge search
FOR SUPPORT TEAMS

Faster answers, happier customers.

AI handles the repetitive questions instantly, so your people can focus on the conversations that need a human.

  • Document processing
  • Back-office agents
  • Demand forecasting
  • Visual inspection
  • Anomaly alerts
  • Route & schedule optimisation
  • Internal knowledge assistant
  • Workflow automation
FOR OPERATIONS

Hours of busywork, gone.

Agents read the forms, update the systems and flag what's unusual, with a person signing off where it matters.

  • Lead scoring
  • Personalised recommendations
  • On-brand content drafts
  • Campaign optimisation
  • Customer segmentation
  • Dynamic pricing
  • Sales copilots
  • Churn prediction
FOR GROWTH TEAMS

Right message, right person.

Know who's ready to buy and who's about to leave, then reach them with content that feels one-to-one.

  • Ask-your-data analytics
  • Revenue forecasting
  • Fraud detection
  • Contract & report summaries
  • Invoice automation
  • Risk monitoring
  • KPI alerts
  • Scenario planning
FOR LEADERSHIP

Ask a question, get the number.

Plain-English questions answered from your live data, with forecasts and alerts that surface what needs attention.

Model-agnostic by design

We Pick the Model That Fits the Job, Not the Hype

Frontier APIs, open-source models or a private model inside your own cloud: we benchmark the options on your data and choose on accuracy, cost, speed and privacy. Your architecture stays flexible, so you can switch as the market moves.

Talk to an AI Architect

Frontier model APIs

GPT, Claude and Gemini models for top-tier reasoning and language quality.

Open-source models

Llama, Mistral and others when you need control, lower cost or offline use.

Private deployments

Models hosted in your AWS, Azure or GCP account, so data never leaves your cloud.

Benchmarked on your data

Side-by-side evaluations before we commit, with no guesswork and no lock-in.

Smart model routing

Simple requests go to fast, cheap models and hard ones go to the strongest.

Fine-tuning when it pays

Custom-tuned models for your domain language, but only when prompts and retrieval aren't enough.

AI building blocks

Proven AI Capabilities, Tailored to You

We've solved these patterns before, so your project starts from tested components rather than a blank page.

Knowledge Assistant (RAG)

Answers from your policies, manuals and wikis, with sources cited.

Document AI

Extract, classify and validate data from invoices, forms and contracts.

Task Agents

Multi-step agents that act across your CRM, ERP and inbox.

Support Chatbots

Resolve common requests and hand off complex ones with full context.

Voice Agents

Natural phone conversations for bookings, reminders and FAQs.

Recommendation Engines

Products, content or actions personalised to each user.

Forecasting

Demand, sales, staffing and cash-flow predictions you can plan around.

Anomaly & Fraud Detection

Spot the unusual transaction, reading or behaviour in real time.

Image & Video Recognition

Detect, count and inspect from cameras, photos and scans.

Ask-Your-Data Analytics

Plain-English questions turned into queries, charts and answers.

Content Generation

On-brand drafts for product copy, emails, reports and proposals.

Translation & Summaries

Multilingual support and instant summaries of long text, calls and meetings.

AI by industry

Industry-Specific AI, Shaped by Real Domain Work

We've built software for these industries, so our AI starts with an understanding of how each one actually works.

Healthcare

Clinical note summaries, triage assistants and patient-engagement bots.

HealthTech

Finance & FinTech

Fraud scoring, document checks, credit models and money assistants.

FinTech

Retail & eCommerce

Recommendations, visual search, demand planning and AI shopping help.

Commerce

Logistics

Route optimisation, ETA prediction and automated proof-of-delivery checks.

Supply chain

Real Estate

Price estimates, lead qualification and listing descriptions written for you.

PropTech

Education

AI tutors, auto-graded practice and personalised learning paths.

EdTech

Travel

Trip-planning assistants, dynamic pricing and multilingual concierge bots.

TravelTech

Restaurants & Food

Menu recommendations, demand forecasts and voice ordering.

FoodTech
The AIChaps way

Five Principles We Won't Compromise On

AI is powerful, and it's also easy to get wrong. These principles keep our work useful, safe and worth the investment.

01

Business outcome first

Every project starts with the number it should move, whether that's hours saved, revenue gained or errors avoided.

02

Pragmatic over flashy

The simplest approach that works wins, sometimes a rule or a search index rather than a large model.

03

Responsible by default

Privacy, bias testing, guardrails and human oversight are part of the design, not an afterthought.

04

Built to run, not just to demo

Monitoring, evaluations, cost controls and fallbacks keep the AI dependable in production.

05

Your data, your IP

You own the code, prompts, fine-tuned models and data, and an NDA is signed before we see anything.

Our process

From Idea to AI in Production in Seven Steps

Short cycles, measurable checkpoints and a working demo at every stage, so you always know what you're getting.

Start With Discovery

  1. Use-Case Discovery

    Find and rank the opportunities with the clearest ROI and lowest risk.

  2. Data Readiness Audit

    Check the quality, access and privacy of the data each use case needs.

  3. Proof of Concept

    Prototype on real data and measure it against agreed success metrics.

  4. Evaluation & Guardrails

    Test accuracy, bias and failure cases; add safety filters and approvals.

  5. Build & Integrate

    Production apps, APIs and integrations with your systems, in two-week sprints.

  6. Deploy & Train Teams

    Phased rollout, user training and clear guidance on when to trust the AI.

  7. Monitor & Improve

    Track quality, drift and cost, then retrain and extend as results come in.

Responsible AI

Guardrails, Governance and Privacy Built In

We design AI systems to support recognised governance frameworks and the privacy laws that apply where you operate, with safety controls you can explain to customers and auditors.

Governance
NIST AI Risk Management FrameworkISO/IEC 42001 practicesEU AI Act readinessModel cardsAudit trailsHuman-in-the-loop
Privacy & security
GDPRCCPAIndia DPDP ActHIPAASOC 2 controlsISO 27001 practicesPrivate cloud hosting
Safety controls
PII redactionPrompt-injection defenceOWASP Top 10 for LLMsBias & fairness testingHallucination checksContent filteringEvaluation suites
Technology

The AI Stack We Build With

Leading models, frameworks and cloud AI platforms, chosen per project on accuracy, cost, speed and where your data needs to live.

Large Language Models

GPT, Claude, Gemini, Llama and Mistral families.

Agent & RAG Frameworks

LangChain, LlamaIndex and custom orchestration.

Vector Databases

Pinecone, Weaviate, Qdrant and pgvector.

Machine Learning

PyTorch, TensorFlow, scikit-learn and XGBoost.

Computer Vision

OpenCV, YOLO and cloud vision APIs.

Cloud AI Platforms

AWS Bedrock & SageMaker, Azure AI, Google Vertex AI.

Data Platforms

Snowflake, Databricks, BigQuery and Kafka.

MLOps

MLflow, Weights & Biases, Docker and Kubernetes.

OpenAI Anthropic Claude Google Gemini Meta Llama Mistral Hugging Face LangChain LlamaIndex Pinecone Weaviate Qdrant
PyTorch TensorFlow scikit-learn OpenCV AWS Bedrock Azure AI Vertex AI Snowflake Databricks MLflow Kubernetes
FAQ

Frequently Asked Questions

As a starting guide, a focused proof of concept or AI feature (for example a knowledge assistant or document-extraction tool) typically begins at around $5K–$10K. A production AI product with integrations, an admin panel and monitoring is usually $10K–$30K, and larger programmes such as multi-agent systems, custom models or enterprise roll-outs start from $30K. Model usage and hosting are billed separately, and we estimate them up front. A free consultation gives you a firm figure.

A proof of concept usually takes 4–6 weeks, a production-ready AI feature or MVP 8–12 weeks, and larger platforms 2–6 months. You'll see working demos every two weeks along the way.

We use enterprise API terms that exclude your data from model training, or host models privately in your own cloud when required. Data is encrypted, access is role-based, and personal information can be masked before it ever reaches a model.

Whichever performs best for your use case. We benchmark frontier models such as GPT, Claude and Gemini against open-source options like Llama and Mistral on your data, weighing accuracy, cost, speed and privacy, and design the system so you can switch later.

By grounding answers in your own content with source citations, restricting the AI to approved tasks, running automated evaluation suites before every release and routing uncertain or high-impact cases to a person for review.

Yes, and it's often the fastest route to value. We integrate AI features into your current apps, CRM, ERP or helpdesk through APIs, without rebuilding what already works.

No. We can deliver the project end to end, extend your existing engineers with a dedicated AI team, or train your people to take over once the system is live.

You do. The source code, prompts, fine-tuned model weights, evaluation sets and data all belong to you, and we're happy to sign an NDA before the first conversation.

Why Clients Value Our Partnership

Here's what our clients have to say about working with CodeChaps.

View All Client Testimonials
Hibo Mohamed

Hibo Mohamed

Owner, Hibotalk, Dubai
★★★★★
❝

CodeChaps is a team that can scale fast. You can rely on them for their technical skills. The management is willing to invest in the partnership and meet the requirements.

❞
Rajani Pancholi

Rajani Pancholi

Project Manager, AadiSwan, India
★★★★★
❝

They're very impressive and result-oriented people. CodeChaps is a highly skilled team, and their focus on delivery is exceptional.

❞
Kevin Lumbe

Kevin Lumbe

Product Manager, Theralieve, USA
★★★★★
❝

CodeChaps successfully launched multiple platforms, improving system stability and data accuracy. The team demonstrated strong project management and technical depth.

❞
Emilia Amandoron

Emilia Amandoron

Chief Marketing Officer, Theralieve, USA
★★★★★
❝

Codechaps have been responsive and collaborative throughout the projects we've worked on together. They have consistently assisted with website development, SEO-related initiatives, content creation, and technical updates as needed.

❞
Lou Von Bal

Lou Von Bal

Job Portal Website, Strategy Head, Philippines
★★★★★
❝

Codechaps excelled in efficiency, innovation, and quality. Their ability to deliver solutions quickly without compromising on creativity or standards sets them apart. The team demonstrated strong technical expertise, attention to detail, and a commitment to continuous improvement, making them a reliable and forward-thinking partner.

❞
Gary Cuccia

Gary Cuccia

Gary Cuccia Marketing & Partner Success Manager, Theralieve, Inc., USA
★★★★★
❝

We have had the pleasure of working with CodeChaps and their lead developer, Girish Nailwal, on the development of a highly customized POS platform integrated with credit card processing.

❞
Antony Mott

Antony Mott

Strategy Head, BLE device (Seeed MG24), USA
★★★★★
❝

I was highly impressed with Girish and his team’s ability to develop a fully functional BLE server (IoT device) and html client without the physical hardware in hand. We worked thousands of miles apart, yet he and his team built a robust simulation, demonstrating high-level expertise in BLE protocols

❞
Earl Loc Quiao

Earl Loc Quiao

Job Portal Website, Marketing Head, Metro Manila
★★★★★
❝

What impressed us most was their ability to combine technical execution with strategic thinking. Codechaps didn't just deliver what we asked for — they went beyond, anticipating challenges, suggesting smarter approaches, and aligning the technical build with our bigger business goals.

❞
Shushant Tyagi

Shushant Tyagi

Android Auto App, India
★★★★★
❝

Girish was amazing throughout the project, will definitely hire again!

❞
Hyge Zafra

Hyge Zafra

Job Portal Website, Marketing Head, Philippines
★★★★★
❝

Our overall experience with CodeChaps Technologies Pvt. Ltd. has been exceptional. From the very beginning, the team demonstrated a deep understanding of our project requirements and provided valuable insights that helped us refine our vision.

❞
BayaniKo

BayaniKo

BayaniKo, Philippines
★★★★★
❝

Awesome app with cost-effective solutions that helped publish our start-up app BayaniKo! Will definitely recommend to others as they have been helpful all the way!

❞
Jared East

Jared East

Stablish, Founder, USA
★★★★★
❝

CodeChaps has successfully delivered an app that meets all expectations,. The team is efficient, communicative, and adaptive. They deliver on time and stand out for their development skills, quality of work, and professionalism

❞

Akanksha Mishra

IOS Native SDK Integration, India
★★★★★
❝

It was a pleasure working with Girish and his team. They consistently delivered on time and provided excellent support throughout the entire product development journey.

❞

Mathew Bob

Crestwood Advisory, USA
★★★★★
❝

Thanks to Codechaps' efforts, the client increased revenue by 30%, reduced processing time by 20%, and improved customer satisfaction. The team was highly responsive, always adjusting when necessary to meet the client's evolving needs. Their commitment to quality and customer satisfaction stood out.

❞
Adam Zak

Adam Zak

Strikescorepro App, USA
★★★★★
❝

Girish has been great to work with so far, very diligent and always following through. We still have ways to go on the project but so far so good.

❞

Shriniwas Avasthi

Pandit Ji Consultation App, Founder, India
★★★★★
❝

Mr. Girish & team is exceptional they stood by their commitments. From the very beginning, they demonstrated a deep understanding of the project requirements and delivered results that far exceeded expectations. Their communication was prompt, clear, and respectful throughout the entire process. What truly sets Girish apart is their attention to detail, creative problem-solving, and commitment to quality.

❞

Clubio

Dhaka
★★★★★
❝

They are a professional team and company. They worked very well on my project, and I am happy with their suggestions about the product. They are highly skilled, and I hope we will continue to do great work together.

❞

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Accelerating Business Innovation with AI, Cloud Technology, and Custom Web & Mobile Applications.

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