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AI Nova Apps

AI & Machine Learning

Custom AI Development Company

We design, build and deploy AI systems that solve a specific business problem: automating work, improving decisions and adding intelligent features to your products.

  • Free consultation & estimate
  • NDA on request
  • Senior team in Islamabad

At a glance

Proof of concept
Typically 3–6 weeks
Production rollout
Typically 2–4 months
Starting from
≈ US$4,000 for a proof of concept
Models
GPT, Claude, Gemini, Llama & custom ML
Ownership
Code, models & prompts are yours
Overview

About This Service

AI Nova Apps is an AI development company in Islamabad helping startups and enterprises across Pakistan, the USA, the UK, the UAE and Saudi Arabia turn AI ideas into working software. We combine machine learning, large language models and solid software engineering so the result is reliable, secure and measurable.

Every engagement starts with a business outcome — fewer support tickets, faster document processing, better forecasts — and works backwards to the right model, data and architecture. You get a production system with monitoring and documentation, not a slide deck or a fragile prototype.

Capabilities

What We Offer

Everything included when you work with AI Nova Apps.

  • AI strategy & use-case discovery workshops
  • Proof-of-concept builds in weeks, not months
  • LLM integration with GPT, Claude, Gemini & Llama
  • Custom machine learning & deep learning models
  • Retrieval-augmented generation (RAG) over your documents
  • AI agents that work with your tools and APIs
  • Computer vision & document AI (OCR, data extraction)
  • MLOps: deployment, monitoring & model retraining
Why It Matters

Key Benefits

  • Automate repetitive, high-volume tasks and free up your team
  • Make faster decisions with predictions grounded in your own data
  • Differentiate your product with intelligent features customers notice
  • Keep sensitive data protected with private, compliant deployments
  • Track ROI clearly from pilot to full rollout
Tech Stack

Technologies We Use

Proven, modern tools chosen for performance, security and long-term maintainability.

  • Python
  • PyTorch
  • TensorFlow
  • scikit-learn
  • Hugging Face
  • OpenAI API
  • Anthropic Claude API
  • Google Gemini
  • LangChain & LangGraph
  • pgvector & Qdrant
  • FastAPI
  • AWS Bedrock & Azure OpenAI
Industries

Industries We Serve

  • Healthcare
  • FinTech & Banking
  • E-Commerce & Retail
  • Education & EdTech
  • Legal & Professional Services
  • Logistics & Supply Chain
  • Real Estate
  • Government & Public Sector
How We Work

Our Process

A clear, step-by-step delivery process with working software at every stage.

  1. Step 1: Discovery & feasibility

    We map the workflow, check the data you already have and agree on success metrics before any code is written.

  2. Step 2: Proof of concept

    A narrow, working prototype tested on real examples, so you can see accuracy and running cost before committing further.

  3. Step 3: Build & integrate

    We harden the model, build the APIs and interface, and connect everything to your existing systems, users and permissions.

  4. Step 4: Evaluate & launch

    Automated evaluations, a security review and a staged rollout to real users with a human fallback in place.

  5. Step 5: Monitor & improve

    Dashboards track quality, latency and cost; we retrain models or refine prompts as your data and needs change.

Ready to Get Started?

Tell us about your idea and get a free consultation, a clear plan and a transparent estimate — no obligation.

Contact Us Today

AI development that starts with the problem, not the model

Most AI projects stall for the same reasons: the use case is vague, the data isn't ready, or a promising demo never makes it into the tools people actually use. As an AI development company, our job is to remove those obstacles. We begin by identifying the tasks where AI can save measurable time or money, then pick the simplest approach that works — sometimes a large language model, sometimes a classic machine learning model, and occasionally just better automation.

Over 6+ years and 150+ delivered projects, we've learned that the model is rarely the hard part. Clean inputs, sensible guardrails and a good user experience decide whether an AI feature gets adopted.

What we build

Intelligent product features

Search that understands intent, recommendations, smart summaries, auto-tagging and natural-language interfaces inside your web or mobile app. Our LLM development team handles model selection, prompt design and cost control.

Conversational assistants

Customer support and sales assistants for your website and WhatsApp that answer from your own knowledge base and hand over to a human when needed. See our AI chatbot development service for details.

Process automation and AI agents

Agents that read emails, extract data from invoices and contracts, update your CRM or ERP and ask for approval before acting. Learn more about AI agents and workflow automation.

Predictive models and analytics

Demand forecasting, churn prediction, credit scoring, fraud detection and computer vision, delivered through our machine learning and data science practice. For content, image and document creation, we also offer dedicated generative AI development.

How we keep AI projects on track

  1. Measurable goals. We define what "good" looks like — accuracy, response time, cost per task — before development starts.
  2. Real data early. Prototypes are tested on your actual documents, tickets or transactions, not on tidy sample data.
  3. Humans in the loop. For high-stakes decisions, AI drafts and people approve. Autonomy increases only when the numbers justify it.
  4. Production engineering. Logging, rate limits, fallbacks, access control and monitoring are part of the build, running on infrastructure set up by our cloud and DevOps team.

Custom AI or an off-the-shelf tool?

Off-the-shelf AI tools are a good choice for generic tasks like meeting notes or grammar checks. Custom AI development pays off when the work depends on your own data, your own processes or a user experience you want to own. Often the answer is a mix: commercial models such as GPT, Claude or Gemini for language understanding, combined with your data, business rules and interface. We'll tell you honestly which path makes sense — including when you don't need a custom build at all.

Working with clients worldwide

Our team works from Blue Area, Islamabad, and collaborates with clients in Pakistan, the USA, the UK, the UAE and Saudi Arabia, with overlapping working hours, regular demos and a single point of contact. Browse our case studies to see delivered work, or contact us to discuss your AI idea — we'll come back with a realistic scope, timeline and estimate.

FAQs

Frequently Asked Questions

How much does AI development cost?

It depends on scope, data readiness and integrations. As a rough guide, a focused proof of concept typically costs $4,000–$12,000, while a production AI system with integrations, security hardening and monitoring usually ranges from $15,000 to $60,000 or more. Model or API usage is billed separately, and we estimate it upfront so there are no surprises.

How long does it take to build an AI solution?

A proof of concept usually takes 3–6 weeks. A production rollout typically takes 2–4 months, depending on the number of integrations and how much data preparation is needed. We work in two-week sprints with a working demo at the end of each one.

Do we need a lot of data to get started with AI?

Not always. LLM-based solutions can work with a modest set of documents or examples, and we can often start with data you already have in spreadsheets, databases or help-desk tools. Predictive machine learning models do need historical data; during discovery we assess whether yours is sufficient and how to fill any gaps.

How do you protect our data and intellectual property?

We sign an NDA before discovery, use least-privilege access and can keep all data inside your own cloud account. When we use commercial models, we use business API tiers that don't train on your data by default, or we deploy open-source models privately. All code, models and prompts we build for you belong to you.

Can AI be integrated with our existing software?

Yes. Most of our AI work plugs into existing systems — CRMs, ERPs, help desks, websites and mobile apps — through APIs, webhooks or database connectors. If a system has no API, we look at secure alternatives such as scheduled exports or email-based integrations.

Do you provide support after the AI system goes live?

Yes. Monthly support plans cover monitoring, prompt and model updates, retraining, bug fixes and new features. AI systems need ongoing attention as your data and the underlying models evolve, so we plan for that from day one.
Ways to work with us

Engagement Models That Fit How You Build

Every engagement starts with a free scoping call. We recommend a model based on how clear your requirements are and how much control you want over the team.

  • Fixed-Price Project

    A defined scope, timeline and price agreed up front, delivered in milestones you sign off. Change requests are estimated before any work starts, so the budget never moves without your approval.

    Best for: MVPs and projects with clear, stable requirements

  • Dedicated Team

    A full-time team — engineers, designer, QA and a project manager — working only on your product, in your tools and rituals. You set priorities each sprint; we handle hiring, retention and delivery quality.

    Best for: Long-term products and growing roadmaps

  • Time & Materials

    Pay for the hours actually worked, billed against a shared backlog and transparent timesheets. Ideal when the product is still being discovered and you want to adapt the plan as you learn.

    Best for: Evolving scope, R&D and post-launch iterations

  • Team Augmentation

    Add one or more vetted developers to your existing team to close a skills gap or hit a deadline. They join your stand-ups and follow your engineering standards from day one.

    Best for: In-house teams that need extra capacity fast

Free quote

Get a Free AI Development Services Quote

Tell us about your idea. A senior engineer replies within one business day with questions, a rough estimate and suggested next steps — no obligation.

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