EMS
AI & Software
Company
Contact Us
Outcomes Led Engineering · Velocity Pods

Small senior teams that
ship every week.

A compact, cross-functional pod that owns an outcome and ships against it every week.

Ask AI about this service

A pod pairs a tech lead, engineers, and QA with AI-assisted tooling for code, tests, and documentation. It is sized to the outcome rather than to headcount, runs on a fixed cadence, and reports progress in working software, not hours.

Team
Lead · Engineers · QA
Cadence
Weekly demos
Tooling
AI-assisted delivery
Engagement
Outcome-scoped

How a pod works.

Right-sized, senior team

A small pod led by an experienced engineer, shaped to the outcome instead of a fixed bench.

AI-assisted delivery

Code generation, test authoring, and documentation tooling used under review, so effort goes to design and judgement.

Fixed weekly cadence

Planning, a demo, and a retrospective every week, with scope and priorities visible to you throughout.

Outcome tracking

Progress measured against the agreed result: releases shipped, defects escaped, and lead time.

When a pod fits.

Strongest where the goal is clear but internal capacity or specialist skill is not.

New product build

Stand up a team to take a defined product from design to first release.

Startup · Enterprise

Backlog burn-down

Add dedicated capacity to clear a stalled roadmap without re-hiring.

Enterprise · SaaS

AI feature delivery

Embed a pod to add AI capabilities to an existing application.

Product teams

A pod shipping working software in 2 weeks.

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

  1. Day 3

    Outcome, pod shape, and cadence agreed

  2. Day 14

    First weekly demo of working software

  3. Day 30

    Steady release rhythm with tracked delivery metrics

  • 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

    Code review, dependency scanning, and access control are in the pod working agreement from the first sprint.

  • 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.

Monthly pod. A standing team at a fixed monthly fee. Each month closes with demos of working software and a budget position. The same terms are written into every statement of work for ai velocity pods, so there is nothing to discover later.

  • Quote Within 5 working days Price per milestone, dates, and named architect
  • Priced One fixed fee per month 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. Month 1
    End of month 1

    Coverage live, baseline report delivered, first improvement cycle shipped.

    Accepted whenReport reviewed and accepted by your named owner.

    Releases 25%
  2. Month 2
    End of month 2

    Monthly report: SLA met, incidents closed, improvements shipped, budget position.

    Accepted whenReport reviewed and accepted by your named owner.

    Releases 25%
  3. Month 4
    End of month 4

    Monthly report: SLA met, incidents closed, improvements shipped, budget position.

    Accepted whenReport reviewed and accepted by your named owner.

    Releases 25%

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
  • Pod size and seniority mix
  • Number of parallel workstreams
  • Cadence and demo expectations
  • Compliance and security requirements
Assumptions written into the SOW (open one to see what happens if it is false)
A product owner on your side attends the fortnightly demo.

If falseWithout one, we flag the risk immediately and re-plan the backlog with you.

The backlog is prioritised and kept to two sprints of ready work.

If falseThin backlogs reduce output, never your fee, so we pause and say so.

Scope shifts are expected. That is why this is a pod, not a fixed project.

If falsePriorities change freely between sprints. The monthly fee stays fixed.

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 AI Velocity Pods?

AI velocity pods: small, senior, AI-augmented engineering teams that ship a defined outcome on a fixed cadence, with weekly demos and measurable delivery.

02How quickly does AI Velocity Pods deliver a first result?

A pod shipping working software in 2 weeks. Typical milestones are Day 3: outcome, pod shape, and cadence agreed; Day 14: first weekly demo of working software; Day 30: steady release rhythm with tracked delivery metrics. Exact dates are written into the statement of work before you commit.

03How is AI Velocity Pods priced?

Monthly pod: one fixed fee per month, agreed up front. A standing team at a fixed monthly fee. Each month closes with demos of working software and a budget position. Cloud hosting, licences, and usage costs are passed through at cost. International clients are invoiced in USD. The main price drivers are pod size and seniority mix, number of parallel workstreams, cadence and demo expectations, compliance and security requirements.

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

The monthly fee stays fixed. Priorities can change between cycles, and any change that affects cost or the agreed service levels is quoted in writing before it is made. Extra effort needed to meet the agreed outcome is ours to carry.

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?

Code review, dependency scanning, and access control are in the pod working agreement from the first sprint.

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 end state is clear and bounded, a fixed-scope project is cheaper and more predictable for you, and we will tell you so.

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

Put a pod on the outcome that matters most.

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

Tell us the result you need and the date you need it by. We will propose a pod shape, a cadence, and the first release.

Share this page

Start your project discussion

We typically respond within one business day.

Your idea is protected by our Non-Disclosure Agreement. How we protect IP