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03 / AI Integration for Existing Products

AI integration services: add AI features to the app you already have.

Add AI search, chat, summaries and recommendations to your existing app, without rebuilding it and without breaking what works.

Book a free AI strategy callSend your project details

3 to 6 weeks · fixed price after a one-week discovery

Fig. 03 / An AI feature added behind a feature flagHOW WE ADD IT
INRequest from your existing app
NEWNew AI service, switched on per user
OUTResponse, logged and compared with the old way
flag off, app behaves as before

What we build

What you get: specific deliverables, not a list of capabilities.

01AI searchSearch that understands what people mean, not just the words they typed, across your products, documents or tickets. Fast, filtered and ranked.
02In-app chat and helpA chat assistant inside your product that answers from your help content and the user's own data, and passes the conversation to support when needed.
03Summaries and smart formsLong threads and records summarised when they open, and forms that fill themselves in from a document or a photo.
04RecommendationsSuggested products, similar items or a recommended next step, based on what your users actually do.
05Feature flags and measurementEvery AI feature ships switched off behind a flag, with a control group, so you know whether it improved the numbers before you roll it out to everyone.

Add AI to your existing product

You do not need a new product to get value from AI. You need the right two or three features in the one you already have. The quickest wins are usually search that understands meaning, a summary where people currently read a lot, and an assistant where people currently wait for support.

We add these as a separate AI service beside your existing code, connect it through your API, and ship it behind a flag. Nothing you run today changes until the numbers say it should.

How we add an AI feature

Fig. 03 / An AI feature added behind a feature flagHOW WE ADD IT
INRequest from your existing app
NEWNew AI service, switched on per user
OUTResponse, logged and compared with the old way

Our AI integration process

  1. Discovery, week 1. We read your codebase and data model, choose the first feature by value and effort, and agree the metric that will decide the rollout.
  2. Prototype, week 2. The feature on your real data in a staging build, scored and timed.
  3. Build, weeks 3 to 6. Integration, the feature flag, the control group, monitoring, and a rollout plan your team owns.
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Frequently asked questions

Common questions about AI Integration for Existing Products.

What does AI integration mean?

AI integration means adding AI features to software you already run, rather than building a new product. Typical additions are smarter search, an in-app assistant, automatic summaries and recommendations. The AI runs as a separate service beside your existing code and is switched on gradually.

Do we need to rebuild our app to add AI?

No. We add an AI service next to your existing backend and call it from the screens that matter, behind a feature flag. With the flag off, your app works exactly as it does today.

Which technologies do you integrate with?

Web and mobile apps built on Node, Python, PHP and Laravel, .NET, Flutter, React Native and native iOS and Android. If your app has an API or a database, we can integrate with it.

How do you know the AI feature actually helped?

We ship it to a share of users with a metric agreed in advance, such as search clicks, time to resolve a ticket, conversion rate or fewer support requests. The rollout decision is based on that number.

How long does AI integration take?

Most integrations take 3 to 6 weeks: one week to read your code and pick the first feature, one week to prototype it on your data, and two to four weeks to integrate, flag, measure and roll out.

Related AI services

01AI Agents & Workflow AutomationAI agents that handle support tickets, documents, research and back-office work for you, and ask a person when they are unsure.02Custom LLM & Generative AI AppsAI assistants, chat over your documents and copilots inside your tools, built on large language models and tested against real examples before launch.

Next step

Tell us what you want to build. We will tell you what it costs and how long it takes.

A free 30-minute call with an engineer, not a salesperson. You leave with a clear plan, a price range and an honest opinion on whether AI is the right tool for the job.

Book a free AI strategy call WhatsApp us+91 93998 98342Or write to us contact@appwizards.in