Jamshri Realty Limited · BSE 502901 · Mumbai & Solapur

Welcome, Renuka.
You are joining a 119-year story as it enters its intelligent era.

On 13 July 2026 you join Jamshri as our first AI Automation Associate, on the AI team. This orientation covers where we come from, what we are building, and where you fit.

Joining
13 July 2026
Role
AI Automation Associate
Team
Jamshri AI
Reports to
Ankit Damani, Vice President
01 · The Jamshri Legacy

One thread across more than a century

Jamshri is a fourth-generation listed family enterprise. The thread below runs unbroken from a Solapur textile mill to the integrated township rising on the same land today.

1850

Shanti Bhavan

The family mansion is established, predating the mills themselves. It still stands on the campus today, a living anchor of the estate's heritage.

1907

Jamshri Mills is founded

The textile enterprise anchors Solapur's industrial rise. For decades the mill is part of the city's economic and social memory: land, industry, employment, and community stewardship.

Listed legacy

BSE 502901

Jamshri becomes one of the oldest continuously listed companies on the Bombay Stock Exchange, with leadership passing through four generations without interruption.

FY2018

The turning point

The mill winds down and revenue touches zero. With an offer for the land on the table, the family makes the defining decision of the modern era: keep the land, and rebuild on it.

2017–2024

The rebuild, milestone by milestone

Shubham Banquets (2017). Zudio and Star Bazaar (2021–22). Westside (2023). Ileseum Sports Club (2024). Each opening converts industrial memory into living, earning real estate.

2026

Jamshri City

The 15-acre mill campus is reborn as an integrated lifestyle township: retail, entertainment, sport, offices, a four-screen Connplex Cinema, 1400+ kWp of rooftop solar, the Biosphere in planning, and residential development ahead. Adaptive reuse, not demolition: the township carries the mill's bones and memory forward.

Jamshri is converting its legacy into a modern, intelligent operating system: from industrial memory, to real estate discipline, to city-scale intelligence. This is more than digitising an old company. You are joining at the exact moment of that conversion.

02 · The Founder Journey

Four generations, from Bikaner to a city of their own

The family's story begins in Bikaner and runs through the mills of Bombay to the township rising in Solapur today.

First Generation

Bhairuratan Damani

The first of the family to move from Bikaner to Bombay, managing Simplex Mills. With his brother Surajratan, he set the family's course in textiles and carried it into the industrial world.

Second Generation · Founder & Innovator

Premratan Damani

Founded and grew Jamshri as a builder of society, raising the community around the business with it. Mentored within the family, his instinct was to build for the people, and let prosperity follow.

Third Generation · Visionary & Architect

Rajesh Damani

The architect of Jamshri City. Through the mill's closure and the rebuild, he shaped the vision of an integrated township and turned vision into ground you can stand on.

Fourth Generation · 2020

Ankit Damani

Came to real estate from technology, having co-founded iPing Data Labs (AI and edge computing for industry). Leads strategy, growth, and AI adoption, carrying the inherited instincts into the intelligent era.

The guiding principle across all four generations: the land handed to us should be left richer than we found it, for the community today and the generations that follow.

03 · The Journey

Mills → Realty → City, and beyond

Jamshri moves through three broad identities. Understanding all three explains every decision the company makes today.

First identity

Mills

Rooted in industry, production, land, labour, and discipline. The mill was part of Solapur's economic and social history, and its values of stewardship and continuity still govern how Jamshri operates.

Current identity

Realty

Converting land and built assets into long-term real estate value: project execution, leasing, finance, operations, and asset management, run with the rigour of a listed company.

Future identity

City, and beyond

An integrated, city-scale ecosystem: smarter infrastructure, stronger documentation, AI-enabled workflows, sustainability-led assets, real-time monitoring, and an intelligent operating model. Solapur is the proving ground; if we earn it here, we earn the right to build it everywhere.

04 · Technology at Jamshri, 2026

The intelligent operating layer

2026 is the year Jamshri's technology programme moved from intent to infrastructure. Five connected systems make up the stack you will work within.

How Jamshri thinks

Jamshri Intelligence Framework (JIF)

Our internal knowledge and management framework: how the company organises, documents, reviews, trains, and improves. Rolled out to the full 15-member team, with company-wide AI adoption and a Shared Drive as the single source of truth.

How Jamshri runs · Pilot phase

JamshriOS

Our operating platform. Live operations (labour, machinery, leasing, daily sales, footfall, alerts, and photo management, built on React, Supabase, and Vercel) now run inside it. The long-term ambition is to unify our systems, brand standards, and playbooks into a multi-tenant, modular, multi-language product other developers can one day run on.

How Jamshri reads · Your first build

Clearstate

Maharashtra regulatory intelligence: monitoring government sources, translating Marathi documents, summarising, tagging by department and project, scoring relevance, and alerting the right person. This is the AI team's inaugural project, and it is yours.

How Jamshri speaks

jamshri.in overhaul

The public website is being rebuilt to match the company Jamshri has become: the Mill-to-Mall story, Jamshri City's live ecosystem, and the technology programme, all in the house identity.

Your daily toolkit · Day 1

Claude for Work & ChatGPT Business

You receive a Claude Team seat and a ChatGPT Business seat on day one. Projects and persistent context, Artifacts, and Drive and Gmail connectors are how the AI team works. Using both, and knowing which to reach for, is part of the craft. Prompt discipline is one of your five assessed skill dimensions.

05 · Your AI Toolkit

Which tool, when

You will have both Claude and ChatGPT on day one. They differ in practice. Choosing the right one for the task is a skill in itself, and this is our current stance.

Daily driver

Claude

Your default for almost everything. When in doubt, start here.

  • Writing and editing in Jamshri house style
  • Research, analysis, and long-form documents
  • All agentic coding, through Claude Code
  • Working with our Drive and Gmail through connectors
  • Projects that need persistent context across sessions
Specialist reserve

ChatGPT

Reach for it deliberately, for the things it does that Claude does not.

  • Image generation for brand, social, and concept visuals
  • Voice mode for hands-free thinking and dictation on the move
  • Codex, as part of your agentic coding exploration
  • Quick second opinion when a task benefits from a different model
Why we run both, lightly. Claude is where the team's daily habit lives, so it is the default. We keep a small set of ChatGPT seats as a capability reserve rather than a second general assistant. Your Codex work is the live test of how far that reserve should grow. Let evidence decide, and if a tool is not earning its place, say so.
06 · Live Demonstrations

See the systems running

Two demonstration sessions are reserved in your orientation. Details will be confirmed on arrival.

Demo Slot 1

JamshriOS

Walkthrough of the operating platform: live operations, daily data flows, leasing and footfall views, alerts, and the multi-tenant product ambition it is built toward.

Presenter: Ankit Damani Duration: 60 min Where: To be confirmed
Demo Slot 2

Clearstate

The regulatory intelligence concept, the Marathi document landscape it must handle, and how Clearstate becomes the first proof point on the road to JamshriOS. This is your first build.

Presenter: Ankit Damani Duration: 60 min Where: To be confirmed
07 · Your Role

AI Automation Associate on the Jamshri AI team

Your first quarter is focused on one build done well. As you grow, the role widens into how AI works across Jamshri: what gets built, how it is run, and how colleagues learn to use it.

The three horizons

Horizon 1 · Ship fully

Clearstate Internal

The working internal tool: monitor government sources, translate Marathi to English, summarise, tag by department and project, score relevance, and alert the right person. Core internal users: Mr. Kale and Mr. Amol.

Horizon 2 · Launch as MVP

Clearstate Industry

The public plain-language layer for Maharashtra builders: regulatory value exchanged for consented account and project data, building the industry relationship base.

Horizon 3 · Scope only

JamshriOS

Scoping the multi-tenant product: architecture, modularity, and language support. Honest sequencing applies: Horizon 1 ships fully before the stretch horizons open.

Month 1

Skills assessment

Five dimensions, each on a four-level maturity rubric:

Full-stack web AI platforms Agentic tools AI as a working partner Prompt engineering

Capstone: a practical exercise on a real Marathi Government Resolution.

First dated commitment

Clearstate PRD v1 plus a cost estimate, by end of Month 1.

Your six-month review is gated on the core Clearstate milestone. Discovery runs through structured intake with Mr. Kale (accounts and liaisoning) and Mr. Amol (projects), who hold the key Marathi document flows.

Ways of working

RhythmWhat happens
Weekly written updateFour lines, every week, same slot: Shipped · In progress · Blocked · Decisions needed.
Weekly 1:1Standing session with Ankit for direction, unblocking, and review.
Monthly milestone reviewProgress measured against the three-horizon roadmap.
Single source of truthCode in GitHub; documents and decisions in the Shared Drive. If it is not written there, it did not happen.
EscalationAnything blocked more than two days, or touching cost, data, or external parties, comes to Ankit immediately.

People you will work with

Ankit Damani
Vice President · Your manager

Strategy, growth, and the AI programme. Your weekly 1:1 and escalation point.

Mr. Kale
Accounts & Government Liaison

Core Clearstate user. Holds the regulatory and liaisoning document flow.

Mr. Amol
Projects

Core Clearstate user. Holds project-side Marathi documentation and site context.

Anisha Sarda
VP Finance

Cost estimates, budgets, and the financial lens on every build.

Berzin Master
VP Operations & Hospitality

Business development and hospitality; a key voice on Jamshri City's live operations.

Gajanan Bandgar
Leasing & Daily Data

Runs daily operational data entry into JamshriOS; your window into operational data quality.

08 · Learning Path

What to learn, and why it matters here

The goal is to build the judgment to work strategically while the machine handles the mechanical, rather than to memorise tools. Move through these in order; each one earns the next.

01

Agentic coding

The core shift. You direct an AI agent to write, test, and refactor code while you hold the intent, the architecture, and the review. Get fluent in Claude Code first, our primary agentic environment for the AI team.

Codex Explore & teach back is on the horizon. Ankit has not started with it yet, so this is an open invitation: learn it, form a view on where it beats or complements Claude Code, and bring that back to the team. Teaching what you learn is part of the role.

Why hereOne-person teams ship by delegating the mechanical work well. Agentic coding is what makes Clearstate achievable solo.
02

Strategic development over mechanical development

Mechanical development is the typing: syntax, boilerplate, wiring, the parts an agent now does well. Strategic development is the thinking: what to build, why, how it should be structured, what could break, and what it must not do.

Now that agentic coding covers the mechanical layer, your value is almost entirely strategic. Spend your attention on the problem statement, the data model, the edge cases, and the review, and let the agent carry the rest. The skill to build is knowing which is which, and refusing to let the machine make decisions that are yours to make.

Why hereThis is the single mindset that separates a productive AI associate from a fast typist. Everything else on this page serves it.
03

Our working stack

The tools Clearstate and JamshriOS run on today. You do not need to master each before you start; you need to know what each does and be able to work with an agent inside it.

Git & GitHub
Version control and the single source of truth for code. Branching, commits, and pull requests are the discipline behind every change.
Supabase
Our database and backend. Postgres, authentication, and Row Level Security, which is how Clearstate keeps each tenant's data separate.
Vercel
Hosting and deployment. Push to Git, and the change goes live. Understand preview deployments before production.
React & Vite
The front-end foundation for our tools. Enough to read, direct, and review component work.
Why hereThese are concrete. They are the exact surfaces you will build Clearstate on, in your first quarter.
04

Suggested skills to grow into

Beyond Month 1, these are the directions the role expands in. Pick what pulls you and go deep.

Prompt & context engineering
Designing reliable, repeatable AI workflows, not one-off prompts. Directly assessed, and it compounds across everything.
Marathi NLP & OCR
The heart of Clearstate: translation and extraction quality on real Government Resolutions, including tools like Sarvam.
Data modelling
Schema design and multi-tenant architecture, the foundation under both Clearstate Industry and JamshriOS.
Evaluation & testing
Knowing whether an AI system is actually working, and proving it, before it reaches a colleague or a customer.
Data ethics & DPDP
Anonymising data while keeping its industry value, aligned with India's Digital Personal Data Protection Act 2023.
Why hereThese are the paths from AI Automation Associate toward AI Engineer. Growth is earned through demonstrated capability, not tenure.
09 · Your First Week

Day one to day five

One guardrail for the first quarter: Clearstate is the only build. Ideas beyond it are welcome and recorded, and they wait their turn. Focus is how a one-person team ships.