We build AI into your product — and actually ship it.
Most teams get a ChatGPT demo that never launches, or a developer who writes code and disappears. We do the whole thing: real AI integration, cloud deployment, and ongoing support — one team, one point of contact.
- Real AI in production (Claude/GPT, chatbots, MCP, automations) — not demos
- Cloud & DevOps done right (Terraform, AWS, Azure, CI/CD)
- We build it, deploy it, and maintain it — end to end
Sofi
This is Sofi — a real AI assistant we built, live on this page.
What we do
From AI features to cloud infrastructure to the app itself — we cover the whole stack, in plain terms.
AI Integration
"AI integration" means putting artificial intelligence (like ChatGPT or Claude) inside your app or business to automate work and help your customers.
- Smart chatbots that answer your customers 24/7 with YOUR business knowledge — not generic replies
- AI assistants inside your app that guide users (like the coach we built into DebtEngines)
- AI automation: summarize documents, sort emails, extract data from invoices, generate reports
- Smart search (RAG): let your app understand natural-language questions about YOUR data
- MCP servers: connect your business to Claude/ChatGPT so AI can work with your data securely
- Integrations with OpenAI, Anthropic (Claude), and other model APIs
Cloud & DevOps
"DevOps" is everything that keeps your app live on the internet — secure, fast, and without downtime. The difference between "works on my computer" and "works for thousands of users."
- Cloud deployment (AWS, Azure) — your app online, scalable and secure
- Infrastructure as Code (Terraform) — your setup documented and reproducible, not "done by hand"
- CI/CD (GitLab, Jenkins) — every change tested and shipped automatically, no manual mistakes
- Docker / containers — your app runs the same on any server
- Migrations — move your app off an old or expensive server without losing data
- Cost optimization — cut your server bill without losing performance
Automation
Many repetitive tasks can be automated. We find the ones worth automating and build them — saving you time and money.
- Manual tasks (copying data, sending emails, generating reports) → automatic
- Connect your tools together (website ↔ CRM, store ↔ inventory, etc.)
- AI-powered flows: "new order → summarize → notify → record"
- Scheduled jobs: backups, daily reports, syncs
Web & App Development
We build modern applications from scratch — or take over and improve what you already have.
- Web apps (Next.js/React) — fast, modern sites and platforms
- Dashboards / admin panels — see and control your business
- APIs — the "engine" that connects your app to payments, data, and outside services
- Full SaaS products you sell by subscription (like DebtEngines, built from scratch)
- Client portals, booking systems, payment platforms (Stripe/PayPal), and more
Ways we integrate AI
Concrete ways AI can help your business — all running on your own infrastructure, your data secure.
AI chatbot on your site
An assistant (like the one on this page) that answers customers, replies to questions, and captures leads 24/7.
Smart automations
Classify and auto-answer emails, extract data from documents, triage leads — AI-powered workflows that run themselves.
AI features in your app
Smart search, content generation, analysis and summaries built right into your product with Claude or GPT.
Assistants connected to your data
AI that knows your real business and answers with your own information — securely.
The assistant on this site is a live example — we built it. We can build one for you.
We built one for ourselves first
Before we offered this to anyone, we solved our own problem with it. The assistant on this page is the result — and you can talk to it right now.
The problem
People visited our site, had questions, and left without ever contacting us. Every visit outside working hours was a lost conversation.
What we built
An AI assistant that answers questions about our services, understands what a visitor needs, replies in English or Spanish, and passes real leads to our team by email — around the clock.
How it works
Claude (the AI) connected through our own automation server. It runs on infrastructure we control — no third-party platform holding our data or charging per seat.
See for yourself
Open the chat on this page and ask it anything about SoftInWeb. That is the exact system we would build for your business, with your services and your voice.
What a business gets out of it
No more lost visitors
Questions get answered the moment they come up — nights, weekends, holidays.
Real leads, not just chat
It qualifies the visitor and sends you their name, email and what they need.
Speaks your customers' language
English and Spanish out of the box, switching automatically.
It knows YOUR business
Trained on your services, your process, your answers — not generic replies.
Your data stays yours
Runs on your own server. No per-seat pricing, no vendor lock-in.
Frees up your time
The repetitive questions get handled; you only talk to people who are ready.
Already have an app? We make it grow.
You don't always have to start from scratch. If you already have an application, we can improve it and take it further.
Add AI
Bring a chatbot, automation, or smart features to what you already have.
Modernize
Refactor old or slow code into something fast and maintainable.
New features
Build the features your business needs to grow.
Fix & stabilize
Bugs, crashes, and deployment problems — solved.
Scale
Prepare your app for more users and more load.
Ongoing maintenance
We don't leave you alone after launch — we keep it running and improving.
Why SoftInWeb
The rare combination that gets your project actually shipped.
We ship AI to real users
We built DebtEngines — a live product with an AI coach and an MCP server serving real users. Proof, not promises.
One team, end to end
Code, cloud, and support from one team. No handoffs, no "that's not my job."
Bilingual & business-minded
English & Spanish. We own our own products, so we think about your business — not just your code.
Frequently asked questions
Do you only do AI?
No — we also build regular web apps, APIs, dashboards, and handle cloud/DevOps. AI is our specialty, not our only service.
Can you work with my existing app or code?
Yes. We integrate into what you already have — adding AI, new features, fixing issues, or modernizing it.
Do you offer ongoing support after launch?
Yes — monthly maintenance retainers are available. We keep your app running, updated, and improving.
Which cloud providers do you use?
AWS and Azure, with Terraform for infrastructure as code. We also do Docker, CI/CD (GitLab, Jenkins), and self-hosting when it fits.
Where are you based?
Miami, USA. We work with clients remotely, in English and Spanish.
Let's build something that actually ships.
Tell us what you're building — we'll reply within 24-48 hours.