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Product & Engineering Studio

We build products.
Then we help you build yours.

We help founders launch and product teams improve software—through focused MVPs, careful modernization, and AI where it earns its place.

Led by Dhanji Bhagat, Founder & Principal Engineer. The right collaborators join when a project needs broader capacity or specialist expertise.

Built at Emiote · Ankik

Leadership

Founder-led studio

Delivery

Principal-led work

Capacity

Trusted collaborators

Products

Ankik + Retainix

Products

We own the consequences of product decisions.

Building and maintaining our own software keeps us close to scope, reliability, adoption, and the work that begins after launch. That is experience we bring to every client product.

Beta2026

Ankik

Desktop accounting for Indian SMEs

What this sharpens for client work

Building for a real family business keeps us honest about operational software: data that was everywhere, workflows staff will use, and answers that don’t depend on hunting five tools. We bring that same discipline to client products.

Selected work

Evidence from real product work

Public outcomes we can share. Confidential client work stays confidential—we do not invent case studies.

  • 2025 Case StudyVerified Outcome

    Shipped in 12 weeks · first paying customers in 30 days

    From concept to first paying customers

    Early-stage SaaS founder: Partnered with a founder to turn a validated problem into a production MVP, then iterate based on real usage.

    Next.jsPostgresStripeVercel
    Read case
  • 2024 Case StudyVerified Outcome

    Higher deploy frequency · no multi-month freeze

    Modernizing a product without pausing growth

    Growing B2B product team: Rebuilt critical paths of a legacy application while keeping the product live and the team shipping.

    TypeScriptNodeReactAWS
    Read case

How we engage

Dhanji Bhagat, Founder & Principal Engineer, stays accountable for product decisions, quality, and the client relationship.

Trusted collaborators join when a project needs specialist expertise or broader capacity. Not staff augmentation. Not a feature factory.

What we take on

Outcomes, not a rate card

Engagements are scoped around product results—stack clarity, a shippable surface, modernization without a freeze—not billable hours.

  • Reframe Method

    Optimize your technology stack

    Audit what you have, evaluate what exists, and adopt the right solution at every level — configured software, open source, or custom-built where it earns its place.

    SaaS AuditSelf-HostedZero-Waste Stack
  • 0-to-1 Surface

    Launch an MVP

    Define a shippable surface, build it carefully, and get it in front of real users—without overbuilding.

    12-Wk TargetClean Data SchemaVercel / Cloudflare
  • Perf & Architecture

    Scale a product

    Strengthen architecture, performance, and team velocity as usage and complexity grow.

    Sub-100ms APICore Web Vitals 99+Multi-region
  • Applied LLMs

    Integrate AI

    Add language models and automation where they reduce real friction—with clear UX and measurable outcomes.

    Structured OutputHuman-in-the-loopEvaluations
  • Strangler Pattern

    Modernize software

    Evolve legacy systems in place so the product keeps shipping while the foundation improves.

    Dual-WriteZero DowntimeTyped Contracts
  • Ops Engines

    Build internal tools

    Ship operational software that your team actually wants to use—reliable, focused, maintainable.

    Fast LedgerRole-Based ACLAudit Logs

Full-stack, mobile, desktop, and cloud—when the problem requires it. Always problem-first.

How we partner

Engineering process

From problem to production

A clear path without ceremony. Each step ends with something you can use to make the next decision—not a status update.

01

Understand the problem

Shared Problem Spec

Before architecture, we listen. Who is this for? What fails today? What would success feel like in six months?

Tangible Deliverable

A shared problem statement and success criteria you can hold us to.

02

Shape the product surface

Cut List & Scope Spec

We define what ships, what waits, and why. Scope is a product decision—not a project management artifact.

Tangible Deliverable

A cut list: must ship, can wait, will not build—with reasons.

03

Design the system

Architecture Blueprint

Data models, boundaries, interfaces. Boring where reliability matters. Deliberate where differentiation lives.

Tangible Deliverable

An architecture you can explain, extend, and own.

04

Build in tight loops

Weekly Code Increment

Short cycles, visible progress, real feedback. Working software over status theater.

Tangible Deliverable

Working increments every cycle—not a big reveal at the end.

05

Ship and learn

Live Product & Telemetry

Launch is a beginning. We instrument, observe, and refine based on how people actually use what we built.

Tangible Deliverable

A live product, clear metrics, and a path for the next decisions.

Feelings are requirements.

Technology is only valuable when people enjoy using it. Clarity, speed, and calm are engineering goals—not afterthoughts.

Studio journal

Notes from the work

Product engineering, AI where it belongs, building SaaS, and notes from running the studio.

All writing (3)

Founder-led product engineering

Make the next product decision clearer.

Tell us what you are building, what is not working, and what success needs to look like. Dhanji Bhagat will read it and respond with a clear next step—not a sales script.

Discuss your producthello@emiote.comUsually within one business day