Services Process Case Studies Domains About Let's Connect

AI · Cloud · Product — Engineering Studio

Ideas in, systems out.

Unlocking the power of AI with intelligent, production-ready solutions. From RAG applications and custom ML models to AI agents and scalable cloud infrastructure, delivering automation, efficiency, and measurable business outcomes across taxation, finance, e-commerce, and education.

12 AI & software projects delivered 05 ML systems & automations 24 workflows shipped 30–60% manual work reduced 4–12 wks to first production release Taxation · Finance · E-commerce · Education
02

What we build

Cloud / DevOps — 02.2

Cloud platforms & DevOps

AWS, Azure, or GCP with Docker, Kubernetes, and CI/CD that can roll back. Observability, alerting, and cost budgets from day one — not after the first bill.

Design my cloud setup
Product — 02.3

Custom software & digital products

React and Next.js frontends on typed REST or GraphQL APIs, integrated with payment, ERP, and accounting systems. Built to be maintained by your team, not just by us.

Plan a new product
Advisory — 02.4

IT consulting & digital transformation

AI readiness audits, architecture reviews, and modernization roadmaps for legacy systems. We'll tell you when you don't need AI — that advice is cheaper now than after a failed build.

Talk to an advisor
03

How we work

Stage 01

Discover

A short, fixed-scope discovery: data audit, feasibility spike, and success metrics we agree to be measured against.

Stage 02

Design

Architecture, UX, and an evaluation plan — how we'll know the model is right before anyone trusts it with real work.

Stage 03

Build

Working software every week. Evals and tests gate each release; you review features, not slide decks.

Stage 04

Scale

Load testing, cost tuning, monitoring, and a documented handover your engineers can own without us.

04

Case Studies

Representative engagements from our taxation, e-commerce, education, and operations practice. Client details are anonymized; outcomes are indicative of typical results for similar scopes.

04.1 — Taxation Tax advisory firm · Gujarat

GST filing & reconciliation automation

Ledger-to-return reconciliation ran on spreadsheets and late nights. We built a document-extraction pipeline with a rules engine and anomaly flags — accountants now review exceptions, not every line.

Python · FastAPI · PostgreSQL · OCR pipeline · React

0% less manual reconciliation
04.2 — E-commerce B2B marketplace

Demand forecasting & recommendation engine

Purchasing decisions came down to gut feel against stale exports. Gradient-boosted forecasts and an item-to-item recommender now feed a daily planning dashboard the ops team actually opens.

scikit-learn · XGBoost · Airflow · FastAPI · Next.js

0× demand visibility
04.3 — Education EdTech assessment platform

Assessment engine with item-level analytics

Educators graded by hand and guessed at learning gaps. We shipped an assessment engine with ML-assisted scoring and item-level analytics dashboards for cohorts and individual learners.

TensorFlow · Python · GraphQL · React · PostgreSQL

0% faster grading cycles
04.4 — Operations Mid-size enterprise

AI-augmented workflow platform

Approvals lived in spreadsheets and inboxes. A centralized platform with role-based access, ML models predicting delays and anomalies, and streaming dashboards replaced the email chase.

Python · TensorFlow · Kubernetes · React · WebSockets

0% less manual work
05

Technology we run

ML — TensorFlow · Keras · scikit-learn · XGBoost Data — Python · FastAPI · PostgreSQL · Airflow Cloud — Docker · Kubernetes · AWS · Azure · GCP Product — React · Next.js · GraphQL · REST · WebSockets

06

Where we deliver

Secure systems that respect regulatory requirements while automating calculations, filings, and reconciliations. Built for audit trails, not just throughput.

Explore a finance use case

Personalized storefronts, pricing, and promotions with ML-based recommendations and analytics for B2C and B2B catalogs of any size.

Improve my e-commerce stack

Learning platforms, assessment engines, and analytics dashboards that help educators and learners stay ahead, with progress visible at every step.

Discuss an education platform

Multi-step agents that read documents, call internal APIs, and take action on your behalf — with full tool-call logs and a confidence threshold that hands off to a human before anything irreversible happens.

Talk about agentic workflows
07

Engineers first, consultants second.

What drives us

Shipping systems people actually use — measured in hours saved and errors caught, not demos delivered.

How we partner

You talk to the engineers doing the work. Weekly demos, honest estimates, and handover documentation your team can run with.

Where we are

Based in Ahmedabad, Gujarat — collaborating with clients locally and globally across time zones.

07.1

Let's build.

Tell us what you're building. Email or call directly — we reply within one business day.

Studio B-910, Unicus Shyamal, Shyamal Cross Road, Ahmedabad, Gujarat — 380015
Response time Within 1 business day
Email sales@edgesphereinnovation.com