AI that works in production, not just in demo.

30 years

in technology, from hands-on engineering to platform leadership

63,000

employees served by AI solutions I put into production

24,000

users on Jira platforms I have run

Featured work

Disaster Aid Navigator

An AI assistant that tells families whether they can still apply for FEMA disaster help, and by what date.

The problem

FEMA’s disaster data is public but raw, and the rules are easy to misread. A county may be declared only for aid to local governments, deadlines get extended, and denial letters confuse people. A wrong deadline can cost a family their aid, so the app follows one rule: code computes the facts, the AI only explains them, and code checks the explanation.

How it's built

Live data from FEMA’s public disaster declarations API
Code computes eligibility and deadlines; the AI only explains them
Every date, disaster number and day count in an answer is checked against the data before it is shown
Answers in English or Spanish, with next-step checklists and appeal help

In the news

Kentucky Public Radio: FEMA’s hidden deadline for Kentucky flood survivors
The Texas Tribune: FEMA has denied or not advanced most Kerr County aid applications after deadly July 4 flood
NPR: The challenges of receiving disaster aid from FEMA
NPR: As Western Wildfires Worsen, FEMA Is Denying Most People Who Ask For Help
ProPublica & The Assembly: Inside one community’s uphill battle for FEMA assistance after Hurricane Helene
Scripps News: No calm after the storm for families fighting for FEMA aid

Disaster Aid Navigator start screen with an AI-safety notice in English and Spanish — Built-in safety notice: AI can make mistakes, always confirm with FEMA

Answer showing past FEMA disaster declarations and application deadlines for St. Louis County, Missouri — Ask about any county and get FEMA deadlines checked against live data

Spanish-language question about Harris County, Texas answered in Spanish with a what-to-do-now checklist — Ask in Spanish, get the full answer and checklist in Spanish

Guide explaining how to appeal when FEMA says no — Step-by-step help appealing a FEMA denial

Appeal guide listing documents to prove identity — Explains why FEMA said no and which documents to send

Appeal guide for shared households and help amounts, with a note to confirm at DisasterAssistance.gov — Every answer points back to official FEMA sources

Checklist of next steps after losing a home in a disaster — A practical what-to-do-next checklist after a disaster

See it live.

Ask a real question about any US county and watch the answer get checked against FEMA's data. Choose a 15-minute walkthrough, or I'll send you a login to try it yourself.

Services

Systemic deployment without vendor noise

Every engagement is anchored in rigorous engineering standards and strict balance-sheet accountability.

AI solutions

Conversational assistants, RAG and agentic AI grounded in your own content and systems.

Atlassian and workflow automation

Jira, Jira Service Management, Jira Align and Confluence, from administration and migrations to AI-powered automation with Atlassian Rovo.

Integration and delivery

Connecting ServiceNow, Workday, Microsoft Teams and other systems, and the Agile delivery practices that make change stick.

About

Hi, I'm Sunil.

Most AI projects stall between the pilot and everyday use. My work is closing that gap.

I'm the founder of Edge With AIS. Over 30 years in technology, I've put AI solutions into production for a 63,000-employee organization and run Jira platforms serving 24,000 users. I build with the same rule I used in Disaster Aid Navigator: code computes the facts, the AI explains them, and code checks the result.

Open to

Full-time leadership roles

Contract & consulting

Partnerships

Have an AI or Atlassian problem that needs to work in production?

Whether you're hiring, need contract help or want to partner, send a short note and I'll get back to you.

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