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AI Data & Engineering · Modernisation

Modernise without
the big-bang
rewrite risk.

Incremental re-engineering of inherited platforms and legacy data environments, without the risk of a wholesale replacement that takes years, costs multiples of the estimate, and often fails to go live.

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PSUs and enterprises that have operated for decades carry significant technical debt, ERP systems that cannot expose APIs, databases with decades of undocumented schema evolution, operational software that runs on infrastructure no longer supported, and data silos that make enterprise analytics impossible. We re-engineer these environments incrementally, extracting value from the existing investment while building the modern layer on top of it. The big-bang rewrite is almost always the wrong answer.

Approach
Incremental · Risk-managed
Method
Strangler Fig · API-first
Downtime
Zero unplanned target
Clients
PSU · Industrial · Enterprise

What we build.

Legacy Assessment

A structured technical assessment of the legacy environment, codebase analysis, dependency mapping, data model documentation, and integration inventory, that produces a risk-ranked modernisation roadmap with clear sequencing and effort estimates.

Strangler Fig Modernisation

Replace legacy components module by module, the new implementation runs in parallel, traffic cuts over once validated, and the old component is retired. Progress stays visible and reversible, with no offline migration event.

Data Migration & Reconciliation

Migrating decades of operational data means handling undocumented transformations, encoding inconsistencies, referential integrity violations, and business rules buried in application code, identified, mapped, and reconciled throughout.

API-First Integration

Legacy systems still hold valuable business logic and data but lack an API surface. We build API facades and integration layers that expose their capabilities through modern REST or GraphQL APIs, without replacing the underlying system.

A risk-ranked modernisation plan 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 5

    Legacy estate assessed: code, data model, dependencies

  2. Day 14

    Sequenced roadmap with effort and risk per module

  3. Day 45

    First module running in parallel with the legacy system

  • 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

    Parallel-run and rollback are designed in, so operations never depend on a one-way cutover.

  • 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 data & legacy modernisation, 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 5

    Legacy estate assessed: code, data model, dependencies

    Accepted whenWorking software demonstrated against the written acceptance criteria.

    Releases 20%
  2. Milestone 2
    Day 14

    Sequenced roadmap with effort and risk per module

    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
  • Number and type of source systems
  • Data volume and freshness needs
  • Quality and lineage requirements
  • Warehouse, lake, or lakehouse target
Assumptions written into the SOW (open one to see what happens if it is false)
Source-system access and a data owner are named in week one.

If falseDates move by the delay, agreed in writing. The price holds.

The source schemas match the inventory we agreed.

If falseExtra sources or schema drift become a costed change request.

Data-quality thresholds are fixed in the data contracts.

If falseChanging a threshold is priced before it is built.

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 Data & Legacy Modernisation?

Incremental legacy system modernisation and data migration for enterprises and PSUs. Re-engineer inherited platforms without big-bang rewrite risk.

02How quickly does Data & Legacy Modernisation deliver a first result?

A risk-ranked modernisation plan in 2 weeks. Typical milestones are Day 5: legacy estate assessed: code, data model, dependencies; Day 14: sequenced roadmap with effort and risk per module; Day 45: first module running in parallel with the legacy system. Exact dates are written into the statement of work before you commit.

03How is Data & Legacy Modernisation 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 number and type of source systems, data volume and freshness needs, quality and lineage requirements, warehouse, lake, or lakehouse target.

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?

Parallel-run and rollback are designed in, so operations never depend on a one-way cutover.

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

Modernise your systems without the risk.

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

If you are running operational software that cannot be touched, data in systems that cannot be queried, or a platform that everyone knows needs replacing but nobody has the appetite to attempt, we can scope an incremental path forward.

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