Engineering·AI·Automation

SharpbySubtraction.

CONNECTORS
Microsoft Excel
Google Sheets
Salesforce
SAP ERP
QuickBooks
HubSpot
Stripe
Claude (Anthropic)
OpenAI
PostgreSQL
Snowflake
Redis
Notion
Airtable
Jira
Zendesk
Slack
Twilio
Shopify
AWS
Cloudflare
Microsoft Excel
Google Sheets
Salesforce
SAP ERP
QuickBooks
HubSpot
Stripe
Claude (Anthropic)
OpenAI
PostgreSQL
Snowflake
Redis
Notion
Airtable
Jira
Zendesk
Slack
Twilio
Shopify
AWS
Cloudflare
01 / The problem

Complexity grows
by default.

Software accumulates noise, tools, and manual glue. We prune what doesn’t matter, then engineer what does.

ARCHITECTURAL DIAGNOSTIC
⚠ UNPRUNED NOISE (DEFAULT)

How systems quietly degrade

0114 Fragmented SaaS Subscriptions
0234 Hours / Week Manual Firefighting
03Unbounded AI Prompt Stuffing
LATENCY4,850ms
CLOUD WASTE$18,400/mo
HUMAN DELAY34 hrs/wk
✦ PRUNED SIGNAL (THE LAB)

The smallest system that produces the outcome

01Unified Idempotent Event Core
02Deterministic Autonomous AI Engine
03Sub-50ms Bespoke Operator Cockpit
LATENCY2.4ms (-98%)
INFRA COST$780/mo (-$17.6k)
HUMAN TOIL0 hrs (Autonomous)
02 / Our discipline

Better systems aren’t built
by adding more.

One discipline across every layer.

01

Prune the noise

Prune bloat before writing code.

02

Protect the signal

Engineer around one clear outcome.

03

Stay sharp

Measure, prune, and keep it fast.

03 / What we build

One discipline.
Three depths.

The smallest system that produces the outcome.

TSautomation.ts
⚠ BASELINE NOISEReady
68% lines pruned·4,850ms·TypeScript·UTF-8

04 / The outcome

Less creates
more.

01

Manual tasks

Autonomous operations

02

Friction

Sub-second execution

03

Disconnected systems

1 unified core

04

Repetitive decisions

Deterministic AI

05

Cloud waste

Leaner infrastructure

06

Fragility

Production stability

05 / Selected work

Proof over promises.

Fewer projects. Maximum depth.

Medikle
01 / Healthcare

Medikle

Medication management simplified through deterministic AI.

Visit Medikle
STACK: Next.js 15 · Claude 3.5 · pgvector
Heirview
02 / Revenue intelligence

Heirview

A focused system helping SaaS teams recover leaked revenue.

Visit Heirview
STACK: Go · Temporal · Stripe Engine
Hireeing
03 / Talent intelligence

Hireeing

Curated early-career recruitment matching talent with verified zero-ghost roles.

Visit Hireeing
STACK: Next.js 15 · AI Resume Parser · Chrome Extension
Hindi PDF Editor
04 / Document intelligence

Hindi PDF Editor

Privacy-first document platform engineered for Indian languages.

Visit Hindi PDF Editor
STACK: WebAssembly (Rust) · Devanagari OCR
06 / Trusted by

Businesses we’ve built for.

07 / Engagement model

Listen. Prune. Build. Ship.

  1. 01

    Listen

    Understand the core objective.

  2. 02

    Prune

    Eliminate redundant tools, steps, and code.

  3. 03

    Build

    Engineer production AI and software.

  4. 04

    Ship

    Deploy, measure, and keep lean.

08 / Questions

Answers before
the first call.

The six things every prospective client asks on the way in. If yours is not here, the longer list is on the FAQ.

  • We are a software engineering studio in Kolkata, India building three things: production AI systems, intelligent workflow automation, and custom software. Founded by engineers from IIT Kharagpur and IIT Guwahati, every engagement starts by removing what does not earn its place, then engineering high-signal, scalable systems.

Software Engineering Studio · Kolkata · Serving Worldwide

Let’s build somethingworth keeping.