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Automate · Custom AI Integrations

Custom AI Integrations (OpenAI & Claude APIs)

We add AI features directly into your website, app or internal tools using the OpenAI and Claude APIs: search across your documents, extract data from invoices and forms, summarise long records, draft replies or generate product content. Features are built with evaluation, cost limits and privacy controls, not as demos.

Last updated

Typical timeline
2–8 weeks
Starting from
On quoteplus AI usage costs
Tech stack
Claude APIOpenAI APIPostgreSQL + pgvectorNext.jsPythonNode.js

// who it's for

Who is custom ai integrations for?

  • Software products adding AI features for their users
  • Firms with large document sets — CA, legal, real estate, compliance
  • Operations teams processing invoices, forms or KYC documents
  • Businesses that want an internal “ask our documents” assistant

// deliverables

What you get

  • Document search (RAG)

    Ask questions across your PDFs, policies and records with cited sources.

  • Data extraction

    Pull structured data from invoices, bills, forms and emails into your systems.

  • Summaries & drafting

    Summaries of calls, case files and tickets; first drafts of replies and reports.

  • Content generation

    Product descriptions, listings and translations with brand rules.

  • Evaluation

    Accuracy tests on your real data and ongoing quality checks.

  • Cost & privacy controls

    Usage limits, caching, model choice and data handling rules.

// process

How the project runs

Typical timeline: 2–8 weeks.

  1. step 01

    Use case & data

    Define the task, inputs, outputs and success measure.

  2. step 02

    Proof of concept

    Working version on a sample of your data.

  3. step 03

    Production build

    Integrated into your app with logging and limits.

  4. step 04

    Evaluate & tune

    Accuracy measured and improved on real usage.

// work

Related projects

We are adding detailed case studies here. Ask us on a call and we will walk you through live projects similar to yours.

Ask for examples

// FAQ

Custom AI Integrations: common questions

Should I use OpenAI or Claude?

Both are strong. The right choice depends on the task, required accuracy, speed and cost. We usually test both on your real examples and design the integration so the model can be changed later.

Is my business data used to train AI models?

Under the standard business API terms of major providers, data sent through the API is not used for training by default. We confirm current terms and design to send only what is necessary.

What is RAG?

Retrieval-augmented generation means the AI first searches your own documents for relevant passages and then answers using them, with citations. It keeps answers grounded in your data rather than general internet knowledge.

How accurate is AI data extraction from invoices?

For clear, typed documents accuracy is high; handwritten or poor scans are harder. We measure accuracy on your own samples and add human review for low-confidence results.

Can AI be added to my existing software?

Usually, yes — through an API or a small service alongside your existing system. We review your setup before quoting.

// next step

Planning custom ai integrations? Let's scope it.

Get a fixed, written quote within one working day. No obligation, no sales pressure — just a clear plan and price.