AI Integration Services

AI features your visitors actually use, built by one senior developer at a fixed price: Claude-powered assistants trained on your content, AI search that understands plain language, content automation with human review, and custom MCP servers. Shipped on your stack, Webflow, Astro, or Next.js. Products from $500, most builds between $1,500 and $8,000.

Book a Free Scoping Call
AI integration services connecting Claude to Webflow, Astro, Next.js, and Sanity

AI Products, Fixed Prices

Each product is a defined build with a starting price, not open-ended consulting. The scoping call gives you your exact number, and API usage costs are estimated up front.

Site Assistant (RAG)

A Claude-powered assistant trained on your site, docs, and FAQs. It answers with sources and says it does not know instead of guessing.

From $1,500
Fixed quote | 2 to 4 weeks typical
What's Included:
  • Content ingestion from your CMS or docs
  • Answers with source citations
  • Refusal rules and guardrails
  • Brand-styled embed on your site
  • Reporting on what visitors ask
  • Optional care plan from $200 per month
AI Search

Semantic search over your docs, blog, or catalog. Visitors ask in plain language and get the right page, not a keyword lottery.

From $1,500
Fixed quote | 2 to 3 weeks typical
What's Included:
  • Search index synced with your CMS
  • Instant answers with links to sources
  • Zero-result and query reporting
  • Works alongside your existing search
Content Ops Pipeline

AI-assisted briefs, drafts, meta titles, and alt text flowing into your CMS, with a human review gate at every step.

From $2,000
Fixed quote | 2 to 4 weeks typical
What's Included:
  • Brief to draft to review workflow
  • Your style rules enforced automatically
  • SEO titles, descriptions, and schema generated
  • Alt text for image libraries
  • Works with Sanity, Webflow CMS, or MDX
MCP Server Development

A custom MCP server that lets Claude and other AI agents use your product or data safely. The 2026 equivalent of shipping an API.

From $2,500
Fixed quote | 3 to 6 weeks typical
What's Included:
  • Tool design scoped to real use cases
  • Authentication, rate limits, and permissions
  • Documentation and working examples
  • Tested against Claude before handoff
AI-Ready Website Audit

Find out how visible your site is to AI engines and agents before spending on features. The low-risk way to start.

From $500
Fixed price | about 1 week
What's Included:
  • Schema and structured data review
  • llms.txt and agent access check
  • Content answerability scoring
  • Competitor citation comparison
  • Prioritized fix list any developer can implement
  • 30 minute walkthrough call

Why hire me for AI work?

I use these tools every working day: my Webflow builds run through Claude and the Webflow MCP, and my code projects ship with AI in the workflow. You hire someone who ships with AI daily, not a team reselling a demo.

Senior AI development at a fixed price
Senior Build, Fixed Price

No $30,000 agency discovery phase, and no $15 per month widget answering from generic training. One senior developer, a fixed quote, a shipped feature in weeks.

AI features built on your own stack and data
Your Stack, Your Data

Code in your repo, API keys in your accounts, content from your CMS. Nothing is rented: end the engagement and everything keeps working.

AI features shipped with guardrails and citations
Shipped With Guardrails

Source citations, refusal rules, rate limits, and monitoring are part of every build, not an upsell. An assistant that invents answers is worse than none.

How an AI Project Runs

[STEP-1]
Free Scoping Call

You show me the use case. I tell you honestly whether AI helps, which product fits, and roughly what it costs. If a $15 per month tool covers your need, I say so and you keep your budget.

[STEP-2]
Fixed Quote

Scope, timeline, and price in writing. API usage costs are estimated up front, so there are no surprise bills after launch.

[STEP-3]
Build on Your Stack

The code lives in your repo and the API keys in your accounts. Weekly preview links, the same as every project I run.

[STEP-4]
Evaluate and Harden

Before launch, the feature is tested, not just demoed:

  • Tested against real user questions
  • Guardrails, citations, and fallbacks added
  • Answer quality measured and shared with you
[STEP-5]
Handoff and Care

Docs, a recorded walkthrough, and 30 days of support included. After that, an optional care plan from $200 per month covers monitoring, model updates, and tuning.

Book a Free Scoping Call

Client Reviews

Review StarReview StarReview StarReview StarReview Star
"Sanjeewa is a great professional. He was knowledgeable, flexible and deliver a great work. He has a great understanding of website development and great technical capabilities. He helped us to launch our website with Webflow, he always went the extra mile to develop high-quality and detailed work."
CEO of XLINQ
Santiago Aragón
CEO of XLINQ
Review StarReview StarReview StarReview StarReview Star
"I had the pleasure of working with Sanjeewa, and I couldn’t be happier with the results. If you're looking for a Webflow development team that combines technical expertise, great communication, and fast turnaround times, I highly recommend Sanjeewa!"
Founder of The Host Report
Dominic Trovato
Founder of The Host Report
Review StarReview StarReview StarReview StarReview Star
"Sanjeewa always goes above and beyond, for us, and I love working with him. He is very knowledgeable about not only the platform, but web development as a whole. I highly recommend his services to anyone looking for a Webflow developer."
Zack Towner
Zack Towner
Owner of ZTown Media
Review StarReview StarReview StarReview StarReview Star
"I am very pleased with the work done. Sanjeewa patiently made all the changes and checked the issues. completed the task as quickly as possible."
Rafael Rasito
Rafael Rasito
Marketing Manager of VSCLT
Review StarReview StarReview StarReview StarReview Star
"Sanjeewa is always a joy to work with. He is good at what he does and is always willing to find solutions and works quickly and efficiently. Will continue to work with him in the future!"
Reviewer Image
Aaron Miles
Photographer/ Videographer
Review StarReview StarReview StarReview StarReview Star
"Sanjeewa was excellent. I highly recommend him. He did everything he could to get the project done to my spec."
Reviewer Image
Mike Battle
Screen Writer & Podcaster

AI Integration FAQ

Q1. What does an AI chatbot for a website cost in 2026?
Platform widgets run $15 to $500 per month but answer from generic training. Custom agency builds start around $30,000. My builds sit between: from $1,500 fixed, trained on your actual content, with sources, on infrastructure you own. Typical running costs are $20 to $100 per month in API usage. Project and retainer prices for everything else are on the pricing page.
Q2. What is RAG, in plain terms?
Retrieval augmented generation. Instead of letting the AI answer from memory, the assistant first retrieves the relevant pages from your own content, then writes an answer grounded in them, with links. It is the difference between a well-read stranger guessing and a librarian quoting your documentation. My RAG walkthrough shows the whole architecture with code.
Q3. Will the assistant make things up?
Any AI model can. The build reduces it in layers: retrieval grounds every answer in your content, citations show where an answer came from, and refusal rules make it say it does not know instead of guessing. I test against real user questions before launch and share the results with you.
Q4. What is an MCP server, and does my business need one?
MCP (Model Context Protocol) is the open standard that lets AI tools like Claude work with your product or data directly, like an API designed for AI agents. You need one when customers or internal teams want AI agents acting on your product. My own workflow runs on one: I build Webflow sites with Claude driving the Webflow MCP server. If nobody is asking yet, the $500 audit is the cheaper start.
Q5. Which AI models do you build with?
Claude first: Anthropic's models are what I use daily in my own Webflow build workflow and client features. The architecture keeps the model swappable, so you are not locked to one vendor as models improve.
Q6. Do I need a new website first?
No. Everything here embeds into your existing Webflow, Astro, or Next.js site. If your content is too thin or unstructured for good retrieval, I say so in the scoping call, and we fix the content before you pay for features.
Q7. How long does a build take?
The audit takes about a week. Most single products ship in 2 to 4 weeks. MCP servers with complex authentication can run longer, and the quote states the timeline before you commit.
Q8. What happens after launch?
You get docs, a recorded walkthrough, and 30 days of support included. The optional care plan, $200 to $500 per month, covers monitoring, model updates, and tuning as usage grows. Your API keys and code stay yours either way.

Add AI That Actually Ships

Tell me what you want your site to answer, search, or automate. You get an honest read on whether AI helps, a fixed quote if it does, and a shipped feature within weeks, not a slide deck.