AI · SWT

ChatGPT Integration Services

Bringing ChatGPT-style assistance into your own product or internal tools, grounded in your data.

What is ChatGPT integration?

ChatGPT integration means adding conversational AI assistance to your own website, product or internal tools using OpenAI's models through their API. It is different from using the ChatGPT application: an integration runs inside your software, can be grounded in your own data, and operates under your own access rules and usage controls.

Why this matters

Teams often begin by pasting company information into a chat window, which works until it involves customer data, needs to be repeatable, or needs to reach staff who will not do it consistently. An integration puts the same capability inside your own tools, with your data and your access rules.

Why teams move from the app to an integration

  • Staff paste confidential information into consumer tools with no governance.
  • The assistant has no access to company data, so answers are generic.
  • Useful prompts live in individual heads rather than in the workflow.
  • There is no record of what was asked and answered.

What we build

An assistant inside your product or internal tools, grounded in your documents and data, with access controlled by your existing permissions. Common prompts become buttons rather than folklore. Usage is logged and capped, and data handling is configured deliberately rather than by default.

What you get

What chatgpt integration includes

Every engagement is scoped to your situation, but these are the components the work is built from.

  • In-product assistantConversational help where staff or customers already work.
  • Grounding in your dataAnswers drawn from your documents and records, with sources shown.
  • Permission awarenessUsers see only what their existing role allows.
  • Prompt libraryCommon tasks available as actions rather than remembered phrasing.
  • Usage logging and limitsVisibility of use and controls on spend.
  • Data handling configurationRetention and processing terms configured deliberately.

What changes for your business

  • Company information stays inside your systems.
  • Answers grounded in your actual data.
  • Consistent use across the team, not just early adopters.
  • A record of usage for review.

Technology and platforms

Chosen to match how the work will actually be maintained, not by preference.

  • OpenAI API
  • Vector databases
  • Node.js
  • Laravel
  • React
  • Role-based access
Process

How the work runs

Each stage ends with something you can review, so course corrections happen early rather than at handover.

  1. Find the taskA repetitive, language-heavy process with a measurable current cost in hours.
  2. BaselineTime and error-rate measured before anything changes, so the benefit is provable.
  3. Build smallThe smallest working version, with a human review step where errors would matter.
  4. EvaluateTest against real cases, including awkward ones, and compare to the baseline.
  5. Cost and scaleModel running cost at real volume, then extend to the next process.

Industries we apply chatgpt integration in

The technical work is often similar across sectors. What differs is what customers need to see before they act.

Pricing guidance

What drives the cost

We publish what moves the price rather than a headline figure, because the figure without the drivers is not comparable.

  • Scope and number of use cases
  • Data sources to index
  • Permission model complexity
  • Expected usage volume
When comparing quotes: Consider whether an existing tool already covers the need. Building is justified when grounding in your own data and permissions is the point.
Why SWT

Why work with SWT Company

Scoped before it is quoted

We ask what the business needs before proposing work. A quote given before that conversation is a guess.

Measurement first

Tracking — including calls and WhatsApp — is verified before spend, because every later decision depends on it.

No claims we cannot support

No ranking guarantees, no invented results, no numbers we cannot evidence.

You own everything

Domain, hosting, repository, analytics and ad accounts stay in your name.

Built to be handed over

Documentation and clear structure, so you are never dependent on one supplier.

Mobile-first in practice

Designed at phone width and tested on mid-range devices over mobile data.

Projects and case studies

We publish case studies only where a client has agreed and the results can be evidenced. None are published yet, because no verified client data was supplied for this build and inventing results is not something we will do. Ask and we will arrange references in your sector directly.

ChatGPT Integration — frequently asked questions

Yes. An integration runs in your software, can access your data under your permission rules, and is governed by your own logging and retention decisions.

Yes, through retrieval over an indexed document store, respecting the access rules of the user asking.

Depends on the provider, plan and configuration. API terms commonly differ from consumer product terms. Verify against the current terms rather than assuming.

Per-token API charges plus hosting for the retrieval layer. Cost scales with usage and should be capped per user.

Talk to us about chatgpt integration

Call or message for anything urgent. Otherwise the form reaches the same place.

Get a quote for chatgpt integration

A short conversation is usually enough to establish scope, timeline and a realistic range.

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