Digital ecosystem studio

Every idea has its own story.
And every story deserves
a digital ecosystem —
from day one.

Three main engines of our ecosystem

  • The research that proves the market
  • The engineering that survives scale
  • The go-to-market engine that fills it with users

One team, one accountability line, end to end.

Built on operator experience
10+
years shipping production systems
2M
DAU
peak scale served on systems we built
16
largest engineering team led
6
industries: SaaS, Ed-Tech, Mar-Tech, Gaming, Commerce, Services
Book free 1-hour Free consultation & brainstorming hourSee the ecosystem
Market researchProduct engineeringAI integrationGTM strategyDigital marketingSEO & SMOVideo editingPerformance marketingData & analytics
Market researchProduct engineeringAI integrationGTM strategyDigital marketingSEO & SMOVideo editingPerformance marketingData & analytics
01 — The ecosystem

Three engines.
One system that compounds.

A product without demand dies. Demand without a product that holds up dies faster. We run all three engines together so nothing you pay for is orphaned.

R1

Research & Validation

Market sizing, competitor teardowns, customer interviews, pricing tests. We tell you what to build before a line of code is written — and what not to.

Market mapsUser interviewsPricingRoadmap
B2

Product Development

Web, backend, mobile, AI. Architecture designed for the traffic you want, not the traffic you have. Shipped in fortnightly increments you can demo to investors.

System designMVP to scaleAI featuresCloud & DevOps
G3

Growth & Go-To-Market

Positioning, launch sequencing, content, creative and spend — instrumented from day one, so every rupee reports back to a number you can act on.

This is where our Digital Marketing engine lives — SEO, SMO and GTM run as one motion, not three vendors.

Digital marketingSEOSMOGTMVideo editingAnalytics
02 — Services

Everything a digital
company needs, in-house.

Take one line item or the whole stack. Either way you get senior operators — not a layer of account managers relaying instructions to juniors.

Market Research

Demand evidence before spend. Segment maps, competitor gaps, willingness-to-pay, and a prioritised feature thesis.

Product Development

Full-stack builds on Node, TypeScript, Nest and Postgres. High-level design first, then shipped software every two weeks.

AI Integration

LLM features that earn their cost: prompt design, evaluation, guardrails, and the plumbing to run them at volume.

GTM Strategy

Go-To-Market positioning, pricing, channel mix and a launch sequence with owners and dates — not a slide deck of adjectives.

Digital Marketing

SEO, SMO, content and paid, run as one always-on engine — built around the queries your buyers type and the feeds they scroll.

Video & Creative

Product demos, founder cuts, ad variants and social edits — produced in the volume performance channels demand.

Data & Analytics

Event schemas, warehouse pipelines and dashboards, so board metrics come from one source of truth.

Brand & Design

Identity, product UI and a design system that keeps every surface looking like it came from one company.

Embedded Engineering Pods

Need capacity, not a vendor? Take a senior pod that works inside your rituals, your repo, your standups.

Discuss a pod
Not sure where to start

Bring the messiest version of your idea.

We will tell you which of these services you actually need — and which you can skip for now.

Book free 1-hour Free consultation & brainstorming hour
03 — How we work

Day 1 you have a plan. Day 3 you have a roadmap. Day 30 you get an MVP. Day 90 you get traction.

WEEK 01

Diagnose

Two workshops, market read, technical audit. You leave with a written thesis and a scoped plan — yours to keep either way.

WEEK 02–04

Architect

High-level design, data model, API contracts, brand and messaging frame. The decisions that are expensive to reverse, made first.

ONGOING

Build & launch

Fortnightly releases against the roadmap, with content, creative and campaigns landing on the same calendar.

QUARTERLY

Compound

Review the numbers, kill what didn't work, double the spend on what did. Then hand the playbook to your team.

Sutripta Roy, Co-Founder & Director of AISCANE
Co-Founder & Director
04 — Who you work with

Sutripta Roy

Co-Founder & Director — Engineering & Product

A decade inside startups, not around them. Our founder has built and scaled software systems for an Ed-Tech app serving 2M daily active users, a Mar-Tech SaaS platform, a fantasy gaming network and an AI teaching co-pilot — designing the architecture, then leading the teams that shipped it.

That is the difference founders feel in week one: the person scoping your product has already survived the traffic spike, the migration and the investor demo you are about to face.

Five things already proven in the industry

Track record
Scaled to 2M DAU
Core APIs, search, OTP and rewards systems at DoubtNut — retention up 23% on a digital-currency system he built.
Built products from zero
Greenfield platforms at SmartLead — architecture, vendor integrations, billing and analytics, owned end to end.
Led engineering teams
Hiring, interviewing and running engineering teams across four companies — so your pod is managed, not just staffed.
AI in production
LLM services shipped on OpenAI and Azure OpenAI, from question generation to prompt-driven customer workflows.
7 billion rows, no data warehouse bill
Tuned a 5B-row PostgreSQL table to serve Mar-Tech analytics directly — no Snowflake, and $300 a month off the infra bill.
Talk to the founder directly

No account managers. No hand-offs.

One hour with the person who will architect your product — scope, sequence and honest risks.

Book free 1-hour Free consultation & brainstorming hour
05 — Engagements

Three ways in. All of them start with a conversation, not a contract.

Sprint

Validation Sprint

2–3 weeks. Market read, technical feasibility, scoped roadmap and a build estimate you can take to a board.

Best for pre-seed founders

Most chosen
Partnership

Zero-to-Launch

Research, build and launch under one retainer. Dedicated senior team, fortnightly releases, GTM running alongside the build.

Best for funded startups

Capacity

Embedded Pod

Senior engineers, marketers or editors inside your team, on your tooling, reporting to your leads — managed by us.

Best for scaling teams

Let's build

Let's make your story
a blockbuster.

Book a free consultation and brainstorming hour with the founder — your idea on the table, no pitch deck, no invoice. You will leave with a straight answer on scope, sequence and what it takes to get there.

Contact Information
Email
contact@aiscane.com
Phone
+91 9051 635 525
Mailing Address

Aiscane Private Limited
29, Sarat Bose Road, Dum Dum Cantonment
Kolkata, West Bengal, India
Pin Code: 700065

Book free 1-hour Free consultation & brainstorming hour