AI software & consulting for SMBs

Meelai means the future.

We put AI to work in your business — tailored applications, automations, and internal tools for small and mid-sized companies, designed around how you actually work, not one-size-fits-all products. From strategy and prototyping to full implementation.

What we do

Four ways to create leverage

Engaged on their own, or together as one continuous partnership.

Custom AI App Development

Bespoke AI tools and apps built around how your business actually works — internal copilots, customer-facing features, and the data systems to run them in production.

LLM & RAG Integration

Bring AI into the products and tools you already use: smart search, assistants, and agents — with the guardrails and evaluation to trust the results.

Automation & AI Agents

Hand off the repetitive work. Automated workflows and agents that quietly give your team back hours every single week.

AI Strategy & Advisory

Not sure where AI fits? As your fractional CTO, we find the highest-return opportunities and turn them into a clear, realistic roadmap.

How it fits together

From your data to the tools your team uses

Every system we build has the same four layers — so it grounds answers in your own information, keeps a person in the loop, and shows up where your team already works.

Architecture diagram: your documents, email, CRMs and spreadsheets feed an AI model with cited answers, human review and quality checks; it powers document agents, nightly pipelines and smart alerts, which surface in web and mobile apps, Word add-ins and dashboards.

01Your data & systems

  • Documents
  • Email
  • CRMs
  • Spreadsheets

02AI with guardrails

03Agents & automations

  • Document agents
  • Nightly pipelines
  • Smart alerts

04Apps your team uses

  • Web & mobile apps
  • Word add-ins
  • Dashboards

Selected work

Products we've built and shipped

A sample of products we've delivered end-to-end — from legal tech and finance to real estate and games. Each one was built around how our client actually works. Client details kept private.

Legal tech · Research

AI

Legal Research Assistant

1 week → 15 min

per legal research question

Answers hard immigration questions in plain language, quoting the exact source from a built-in library of regulations, agency policies, and precedent decisions — and keeps “what the law says” clearly separate from “how practitioners handle it.”

  • Cited answers
  • Legal library
  • Plain-language

Legal tech · AI agent

AI

Client Document-Collection Agent

24/7

document collection, with ~60% less staff chasing

An AI assistant that works with clients directly — over the messaging apps they already use — to gather everything a case needs. It checks each upload against the firm's requirements, follows up on what's missing, and hands judgment calls to an attorney.

  • AI agent
  • Bilingual
  • Messaging apps

Legal tech · Drafting

AI

AI Petition Drafting Studio

2 days → 1 hr

to a strong first draft

Drafts petition letters from the firm's own templates and the verified facts of each case, so attorneys start from a strong first draft instead of a blank page. A live checklist shows which legal requirements the letter already covers — helping the team file stronger petitions with fewer follow-up requests from the government.

  • Document drafting
  • Firm templates
  • Immigration petitions

Legal tech · Immigration

AI

Immigration Case Management Platform

~$15K / year

saved on case status updates

One shared board follows every case from first enquiry to approval — who owns it, every handoff, and each filing deadline. Deadlines that can't move warn a week ahead and every case carries a risk flag, so nothing slips and managers see status without chasing anyone.

  • Case tracking
  • Deadline alerts
  • Team workload

Legal tech · Word

AI

Contract & Document Review in Word

~30% faster

document review, right inside Word

An assistant that lives inside Microsoft Word and knows which case the open document belongs to. Lawyers can ask questions, review and revise passages as ordinary tracked changes, and save the finished document straight back to the case — without leaving the tool they already use.

  • Word add-in
  • Tracked changes
  • Case-aware

Engagement models

Ways to work together

Advisory Sprint

1–2 weeks

  • AI opportunity & risk assessment
  • Architecture & build-vs-buy review
  • An actionable roadmap

Project Build

Fixed scope

  • A defined deliverable, shipped
  • Hands-on engineering
  • Clean handoff & documentation
Japanese mirai · Taiwanese bī-lâi

The name

Meelai means “the future.”

Meelai comes from 未来 — “future” in Japanese (mirai) and Taiwanese (bī-lâi). 未 is “not yet,” 来 is “to come”: what hasn’t arrived, but is already on its way.

That’s the whole intent of the work — helping teams build toward the future they’re capable of, with AI that compounds into lasting advantage instead of a passing trend.

The team

Former Silicon Valley Big Tech engineers, building for your business.

Meelai is a team of senior engineers who previously built software at leading Silicon Valley tech companies (ex-Meta, among others). We bring years of experience building systems that stay reliable at massive scale — across backend systems, data infrastructure, automation, and applied AI.

You work directly with the engineers designing your solution and writing the code — no layers of account management, no one-size-fits-all products. Every engagement starts with how your business actually operates and where technology creates measurable value.

  • Silicon Valley pedigree

    Senior engineers formerly at leading Silicon Valley tech companies, such as Meta.

  • Built to last

    Software designed to stay reliable, secure, and easy to grow with you.

  • Hands-on, senior team

    The people you talk to are the people who build. No hand-offs.

  • End-to-end delivery

    From strategy and prototype to launch — data, apps, AI agents, and games.

Let's scope your first win.

Tell us the problem you're chewing on. We'll tell you, honestly, whether and how AI moves the needle.

Write to us

hello@meelai.ai

Based in the New York area · working remotely with clients anywhere