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Outcomes Led Engineering · MVP

An MVP built to prove
one outcome.

A first release scoped to one hypothesis, one success metric, and one decision.

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We begin with the outcome the MVP must demonstrate, such as activation, a completed workflow, or a paid pilot, then cut scope to what that needs. The release ships instrumented, with a decision review at the end that tells you whether to scale, change, or stop.

Anchor
One hypothesis
Success metric
Agreed before build
Release
Instrumented, live
Close-out
Decision review

What the engagement includes.

Hypothesis and metric

The assumption, the success metric, and the threshold that counts as a pass, written down up front.

Minimum scope

Only the journeys needed to test the hypothesis, built on a foundation that can keep growing.

Built-in measurement

Analytics events and feedback capture shipped with the first release, not added later.

Decision review

A structured readout of results with a recommendation to scale, iterate, or stop.

When to take this route.

Useful when funding or internal buy-in depends on early proof.

Pilot for a new line

Validate a new internal or customer-facing offering with a single team or segment.

Enterprise

Investor-ready proof

Show working usage and a measured result ahead of a funding round.

Startup

Process pilot

Test a digitised workflow with one site before rolling out further.

PSU · Industrial

A live MVP against one hypothesis in 4 to 6 weeks.

From the day you engage us, not from a kickoff weeks later. Every milestone is a result you can see.

  1. Day 3

    Hypothesis, success metric, and scope locked

  2. Day 21

    Core journey working end to end with analytics

  3. Day 35 to 42

    Live release and decision review

  • Fixed scope

    Scope, price, and milestones are agreed before work starts.

  • No surprises

    Weekly demos and plain-language status. Changes are priced before they are built.

  • Compliance from day one

    Authentication, encryption, backups, and privacy basics are built properly at MVP size, so the codebase is worth keeping.

  • You own the IP

    Code, models, and documentation transfer to you on successful handover.

Know the price, the date,
and the exit before we start.

Fixed-scope project. A defined deliverable at a fixed price and date. Payment is released as each milestone is accepted. The same terms are written into every statement of work for outcome-led mvp development, so there is nothing to discover later.

  • Quote Within 5 working days Price per milestone, dates, and named architect
  • Priced One price per milestone Third-party costs listed separately, at cost. Invoiced in USD for international clients
  • Paid On accepted working software Not on calendar dates or hours logged
  • Changes Written and priced first Cost and date impact before work starts
01 · The payment ledger

You fund accepted work, never a promise.

Drag to move through the engagement. Money is released only as each gate is accepted, so what you have paid never runs ahead of what you can use.

2 of 4 accepted · 50% released · 50% held
  1. Milestone 1
    Day 3

    Hypothesis, success metric, and scope locked

    Accepted whenWorking software demonstrated against the written acceptance criteria.

    Releases 20%
  2. Milestone 2
    Day 21

    Core journey working end to end with analytics

    Accepted whenWorking software demonstrated against the written acceptance criteria.

    Releases 30%
  3. Handover
    At final acceptance

    Code, architecture documents, deployment scripts, and credentials transferred to you.

    Accepted whenFinal acceptance signed. Defects then fixed under warranty at no charge.

    Releases 20%

Illustrative split. The exact percentages and dates are fixed in your statement of work.

02 · The stress test

When something goes wrong, who pays?

Every project meets surprises. What matters is who carries them. Pick one and compare how three commercial models respond.

Time & materials

The hours keep running while the team investigates. You pay for the surprise.

Conventional fixed price

A change request is raised, usually priced at a premium and argued over.

Our contract

We verified it before quoting, and the risk register held an allowance. Any overrun beyond it is ours.

03 · The anatomy of the price

One price, built in the open.

The proposal itemises every feature or milestone, names its assumptions, and keeps a risk register with allowances. Allowances you never use are not billed.

What moves the price
  • How measurable the outcome is
  • Baseline data availability
  • Number of milestones and gates
  • Systems touched on the way
Assumptions written into the SOW (open one to see what happens if it is false)
The outcome metric and its baseline are written down in week one.

If falseWe re-baseline together before the first milestone is built.

The person who signs acceptance is named in the SOW.

If falseAcceptance delays move dates, never the fixed price.

Dependencies on your teams are listed with dates.

If falseA missed dependency is flagged the same day, with the date impact.

Billed at cost, never marked up
  • Cloud hosting
  • Third-party licences
  • Model and API usage

Invoiced in USD for international clients, with the currency fixed in the SOW. You own it. Code, models, documents, and credentials transfer on payment.

Technology

Built on a production-grade stack.

We pick tools proven in production and maintainable over long lifecycles - not whatever is trending. These are a few we reach for here; explore the full stack behind our engineering.

Explore our technology stack →

What buyers ask before they commit.

Straight answers on timelines, price, risk, and ownership, the same terms that appear in every proposal.

01What is Outcome-Led MVP Development?

Outcome-led MVP development: a first release scoped to a single measurable hypothesis, built to production standards and instrumented to show if it worked.

02How quickly does Outcome-Led MVP Development deliver a first result?

A live MVP against one hypothesis in 4 to 6 weeks. Typical milestones are Day 3: hypothesis, success metric, and scope locked; Day 21: core journey working end to end with analytics; Day 35 to 42: live release and decision review. Exact dates are written into the statement of work before you commit.

03How is Outcome-Led MVP Development priced?

Fixed-scope project: one price per milestone, with a first-release date, itemised in a statement of work within five working days of scoping. Payment is released as each milestone is accepted against written criteria. Cloud hosting, licences, and model usage are passed through at cost. International clients are invoiced in USD. The main price drivers are how measurable the outcome is, baseline data availability, number of milestones and gates, systems touched on the way.

04What happens if the scope changes or the work overruns?

The price stays fixed. A change to scope is quoted in writing, with its cost and date impact, and starts only after you approve it. If our own estimate was wrong, the overrun is ours, not yours. You see the budget position against milestones at every demo.

05Who owns the code, models, and documentation?

You do. Code, models, and documentation transfer to you on successful handover. Code, architecture documents, deployment scripts, and credentials transfer on payment, with no licence back.

06How are security and compliance handled?

Authentication, encryption, backups, and privacy basics are built properly at MVP size, so the codebase is worth keeping.

07Do you work with clients outside India?

Yes. We are based in Noida and work with clients around the world, delivering remotely. Calls and demos are scheduled in your time zone, proposals and contracts are in English, international clients are invoiced in USD, and every engagement follows the same fixed-scope terms regardless of where you are.

08When would you decline to fix a price?

If the scope is not yet defined, we do not guess a number. We propose a short, time-boxed discovery with its own fixed price, then quote the build.

Hover to pause
Indian Railways
Indian Army
Vardhaman
Good Insurance Brokers
HQ Lamps
Steller
Bharat Sky Tech
Applied Research International
Goel Lighting
Zefex Industries

Decide with evidence, not opinion.

Surya Narayan Dev, Co-Founder & CEO
Surya Narayan Dev
Co-Founder & CEO

Bring the assumption you most need to test. We will define the smallest release that proves or disproves it.

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