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Notes from the team.

Practical, answer-first writing on mobile, web, Salesforce, cloud, AI, and the lending stack, from the engineers who design and build these systems daily.

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What a GCC actually costs in Ahmedabad

Every GCC cost guide quotes Bangalore. Here is the Ahmedabad version: team, office, and setup economics for a 10 to 25 engineer Tier-2 center.

7 min read
Hub-plus-one: adding a second GCC city
GCC, extended teams & hiring

Hub-plus-one: adding a second GCC city

Dhiren Chauhan · 7 min read
Loan origination systems for private credit
Lending & securitization

Loan origination systems for private credit

Rohit · 7 min read
GCC for PE portfolio companies: the India playbook
GCC, extended teams & hiring

GCC for PE portfolio companies: the India playbook

Urvish Savalia · 8 min read
Why Ahmedabad (and GIFT City) for your GCC
GCC, extended teams & hiring

Why Ahmedabad (and GIFT City) for your GCC

Abhiram Deshpande · 7 min read
MCP for lenders: connecting your LOS to AI safely
Lending & securitization

MCP for lenders: connecting your LOS to AI safely

Rohit · 7 min read
Agentforce pricing explained: the real consumption math
Salesforce

Agentforce pricing explained: the real consumption math

Bharat · 4 min read
AppExchange security review: what gets apps rejected
Salesforce

AppExchange security review: what gets apps rejected

Krunal · 4 min read
Offline-first apps: building for farms with no signal
Industries

Offline-first apps: building for farms with no signal

Siddhi · 4 min read
The pond culture record: what to capture, and why
Industries

The pond culture record: what to capture, and why

Chirag Parmar · 4 min read
Reaching farmers directly, without cutting out the dealer
Industries

Reaching farmers directly, without cutting out the dealer

Nilang · 5 min read
Estimating ARV with computer vision and property data
Lending & securitization

Estimating ARV with computer vision and property data

Bharat · 5 min read
Responsible AI in lending: speed without the black box
Lending & securitization

Responsible AI in lending: speed without the black box

Rohit · 5 min read
Can AI underwrite a property without local knowledge?
Lending & securitization

Can AI underwrite a property without local knowledge?

Rohit · 4 min read
Aquaculture app ROI: what it is worth per pond, per crop
Industries

Aquaculture app ROI: what it is worth per pond, per crop

Nilang · 6 min read
One borrower, twenty LLCs: seeing true sponsor risk
Lending & securitization

One borrower, twenty LLCs: seeing true sponsor risk

Bharat · 5 min read
Agile vs waterfall for outsourced projects
Costs, comparisons & buying guides

Agile vs waterfall for outsourced projects

Mauli Patel · 4 min read
Red flags in software development proposals
Costs, comparisons & buying guides

Red flags in software development proposals

Mauli Patel · 4 min read
Sales Cloud vs Service Cloud vs custom build
Salesforce

Sales Cloud vs Service Cloud vs custom build

Nilang · 3 min read
Salesforce health check: 15 things we audit first
Salesforce

Salesforce health check: 15 things we audit first

Urvish Savalia · 4 min read
Salesforce integration patterns: ERP, marketing, support
Salesforce

Salesforce integration patterns: ERP, marketing, support

Sahil Parvat · 3 min read
From data room to rated deal: RTL securitizations
Lending & securitization

From data room to rated deal: RTL securitizations

Rohit · 6 min read
What is a discovery phase and why it saves money
Costs, comparisons & buying guides

What is a discovery phase and why it saves money

Mauli Patel · 4 min read
AI readiness assessment: is your company ready?
AI development

AI readiness assessment: is your company ready?

Nishant · 4 min read
CPQ implementation cost and timeline explained
Finance process solutions

CPQ implementation cost and timeline explained

Sahil Parvat · 6 min read
How to evaluate LLM outputs: testing AI features
AI development

How to evaluate LLM outputs: testing AI features

Dharmik · 6 min read
Loan origination system cost and timeline
Lending & securitization

Loan origination system cost and timeline

Rohit · 5 min read
Loan origination system requirements: a checklist
Lending & securitization

Loan origination system requirements: a checklist

Bharat · 3 min read
The digital lending stack: an end-to-end map
Lending & securitization

The digital lending stack: an end-to-end map

Bharat · 5 min read
How to evaluate a software development company
Costs, comparisons & buying guides

How to evaluate a software development company

Mauli Patel · 5 min read
RAG explained for product teams (no math required)
AI development

RAG explained for product teams (no math required)

Dharmik · 5 min read
What is CPQ? Configure, Price, Quote in plain language
Finance process solutions

What is CPQ? Configure, Price, Quote in plain language

Sahil Parvat · 4 min read
What is a loan tape? Structured finance data explained
Lending & securitization

What is a loan tape? Structured finance data explained

Rohit · 4 min read
Loan origination workflow: every step explained
Lending & securitization

Loan origination workflow: every step explained

Bharat · 4 min read
How to write a software project brief developers love
Costs, comparisons & buying guides

How to write a software project brief developers love

Mauli Patel · 4 min read
LOS build vs buy: an honest framework
Lending & securitization

LOS build vs buy: an honest framework

Rohit · 8 min read
What is an AI-native agency (and why it matters)?
AI development

What is an AI-native agency (and why it matters)?

Dharmik · 4 min read
AI factory architecture: the components explained
AI development

AI factory architecture: the components explained

Dharmik · 5 min read
Fixed price vs time and material: which contract fits?
Costs, comparisons & buying guides

Fixed price vs time and material: which contract fits?

Sangeeta · 4 min read
LP reporting: automating the quarterly grind
Industries

LP reporting: automating the quarterly grind

Sangeeta · 4 min read
What is a loan origination system (LOS)?
Lending & securitization

What is a loan origination system (LOS)?

Bharat · 8 min read
When off-the-shelf CMMS stops fitting: signs to build
CMMS, maintenance & shopfloor compliance

When off-the-shelf CMMS stops fitting: signs to build

Nirav · 3 min read
CMMS software cost: off-the-shelf vs custom
CMMS, maintenance & shopfloor compliance

CMMS software cost: off-the-shelf vs custom

Chirag Parmar · 3 min read
Deal flow software for venture capital firms
Industries

Deal flow software for venture capital firms

Krunal · 4 min read
OTC KPIs: DSO and friends explained
Finance process solutions

OTC KPIs: DSO and friends explained

Sangeeta · 4 min read
What is an AI factory? A plain-language guide
AI development

What is an AI factory? A plain-language guide

Dharmik · 4 min read
Why AI popularized forward deployed engineering
Digital transformation & FDE

Why AI popularized forward deployed engineering

Akash · 4 min read
Cloud migration cost: what companies really spend
Cloud & DevOps

Cloud migration cost: what companies really spend

Krunal · 4 min read
FDE vs consultant vs contractor: roles compared
Digital transformation & FDE

FDE vs consultant vs contractor: roles compared

Abhiram Deshpande · 4 min read
How to set up a GCC in India: a step-by-step roadmap
GCC, extended teams & hiring

How to set up a GCC in India: a step-by-step roadmap

Akash · 6 min read
Order-to-cash automation: where the ROI hides
Finance process solutions

Order-to-cash automation: where the ROI hides

Sangeeta · 4 min read
VC portfolio management software: build vs buy
Industries

VC portfolio management software: build vs buy

Krunal · 4 min read
What is a CMMS? Computerized maintenance explained
CMMS, maintenance & shopfloor compliance

What is a CMMS? Computerized maintenance explained

Nirav · 3 min read
Angular upgrade guide: getting off old versions safely
Web & frontend

Angular upgrade guide: getting off old versions safely

Chirag Parmar · 5 min read
Cloud migration checklist: moving without downtime
Cloud & DevOps

Cloud migration checklist: moving without downtime

Krunal · 6 min read
GCC vs outsourcing: cost and control compared
GCC, extended teams & hiring

GCC vs outsourcing: cost and control compared

Dhiren Chauhan · 4 min read
What does a Salesforce development partner actually do?
Salesforce

What does a Salesforce development partner actually do?

Urvish Savalia · 4 min read
What is a forward deployed engineer (FDE)?
Digital transformation & FDE

What is a forward deployed engineer (FDE)?

Vishal Matthar · 6 min read
What is order to cash (OTC)? The process explained
Finance process solutions

What is order to cash (OTC)? The process explained

Nishant · 4 min read
AWS vs Azure vs GCP: how to actually choose
Cloud & DevOps

AWS vs Azure vs GCP: how to actually choose

Vishal Matthar · 7 min read
Salesforce customization vs configuration
Salesforce

Salesforce customization vs configuration

Sahil Parvat · 4 min read
How much does a web application cost to build?
Web & frontend

How much does a web application cost to build?

Chirag Parmar · 4 min read
What is a global capability center (GCC)? A plain guide
GCC, extended teams & hiring

What is a global capability center (GCC)? A plain guide

Akash · 8 min read
Angular vs React: choosing for enterprise apps
Web & frontend

Angular vs React: choosing for enterprise apps

Vishal Matthar · 4 min read
Salesforce implementation cost: a realistic breakdown
Salesforce

Salesforce implementation cost: a realistic breakdown

Urvish Savalia · 6 min read
Flutter vs native development: an honest comparison
Mobile development

Flutter vs native development: an honest comparison

Arjun Solanki · 4 min read
Flutter vs React Native: which should you choose?
Mobile development

Flutter vs React Native: which should you choose?

Divyesh · 4 min read
How much does it cost to develop a mobile app in India?
Mobile development

How much does it cost to develop a mobile app in India?

Ranjit Pal · 6 min read
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