Service · Modernization

Re-platform and re-architect — with the system live the whole time.

We modernize legacy applications service by service behind a facade — live the whole time, every step reversible, no big-bang rewrite.

No downtime One accountable lead ROI-backed roadmap

Strangler-fig · replaced service by service, live

LEGACY
MONOLITH
retiring
FACADE · ROUTES TRAFFIC
SERVICE A
SERVICE B
SERVICE C
EVERY STEP REVERSIBLE NO BIG-BANG CUTOVER

The real problem

Why the system you depend on keeps getting harder to change.

The application that runs your business was built years ago, and the cost of touching it has compounded ever since. Every release gets slower and riskier, the people who understood the original design have moved on, and the features the business now needs are blocked by an architecture that can't accommodate them.

The instinct is to rewrite the whole thing — and that's where most modernization budgets go to die. The honest path is to modernize the system while it keeps running.

20–40%

Of the technology estate's value is technical debt, by CIO estimates.

McKinsey, Oct 2020 ↗

10–20%

Of the new-product budget is diverted to servicing that debt.

McKinsey, Oct 2020 ↗

The moves

What application modernization actually does — and what each move delivers.

A set of distinct moves, each chosen for a specific problem.

01

Re-platforming

Lifts the application onto modern runtimes and managed hosting.

Quick wins on cost and uptime that fund the rest of the program.

02

Monolith-to-microservices

Breaks one tightly-coupled codebase into independently deployable services.

Teams ship in parallel, so release velocity climbs.

03

Cloud-native re-architecture

Redesigns the application for containers, managed services, and elastic scale.

Capacity that follows demand and cost that tracks usage.

04

Application refactoring

Restructures aging code for clarity and testability without changing what it does.

The cost and risk of every future change drops.

05

Data-layer modernization

Modernizes the schema, storage, and data access underneath the application.

Faster queries and a foundation the rest of the work stands on.

06

UI/UX modernization

Replaces dated front ends with a modern interface on top of the modernized services.

Lower training cost, fewer errors, an app people can actually use.

Modernize Incremental

A big-bang rewrite succeeds less than 10% of the time. Small, incrementally-delivered projects succeed ~90% of the time. We migrate service by service behind a facade — value in weeks, every step reversible.

As of June 2026 · revisit quarterly

What modernization moves — the measured impact.

Independent industry findings — not Silicon Prime's own client results.

20–40%

Of the estate is technical debt — with 10–20% of the new-product budget consumed servicing it.

McKinsey, Oct 2020 ↗

<10%

Success rate for large projects — against roughly 90% for small, incrementally-delivered ones.

Standish Group, CHAOS ↗

Majority

Of the IT budget goes to keeping existing systems running, by analyst estimates.

Gartner ↗

What's included

What application modernization covers.

The difference between modernization that lands and a rewrite that stalls.

01

Assessment & ROI-backed roadmap

We map the system and produce a costed, ROI-backed plan before any build — including what to leave alone.

02

Incremental migration (strangler-fig)

We front the legacy system with a facade and replace it service by service — no big-bang cutover, every step reversible.

03

Re-platforming & cloud-native re-architecture

We move to modern hosting first for fast wins, then re-architect for elastic scale — overlapping our cloud migration and microservices work.

04

Refactoring & the data layer

We restructure aging code and modernize the data underneath it — the code-level depth of our software re-engineering work.

05

Automated test coverage & hardening

We build the test coverage the legacy system never had and harden the new services — each migrated piece provably correct.

06

Low-downtime cutover & handover

We route traffic gradually with both systems live, document what we built, and hand over a system your team can run.

What you get when you hire us — all assigned to you under full work-for-hire IP

A modernized application in your own environment
The ROI-backed modernization roadmap
The new microservices and cloud-native architecture
The automated test suite the legacy system lacked
Performance and security hardening
Documentation and a trained team

How it runs

How an application modernization engagement runs.

One accountable lead, fixed scope, no big-bang risk — the same delivery discipline behind all our legacy migration work, focused here on modernizing in place.

STEP 01

Assess

Map the system, its dependencies, service boundaries, and hotspots — what to modernize, what to leave, and the order to do it in.

Output: a what-to-modernize map

STEP 02

Plan

Model the ROI and choose the path — incremental strangler-fig, or re-platform-then-refactor — against your real constraints.

Output: a costed roadmap & target metrics

STEP 03

Migrate

Stand up the facade and replace the system service by service in your own environment, with automated tests and a reversible step at each move.

Output: modern services taking real traffic

STEP 04

Retire & hand over

Route the last traffic off the monolith, decommission it, and hand over a documented, tested system with a trained team.

Output: an application you own and operate

Track record

Twelve-plus years of modernization on a system that never went offline.

The hardest test of a modernization practice isn't a greenfield build — it's carrying one live system through years of platform change without ever taking it down.

A Stanford-rooted Responsible AI lab, founded 2011, run by founder Kelvin Tran — 20+ years of production engineering, personally accountable for every engagement.

Modernized continuously since 2012 · never offline

Bridge Athletic — we shipped its first product as a 2012 startup and have modernized it ever since, paying down technical debt each pass with the product never going offline. Now used by USC, the LA Rams, and MLB/MLS teams, still shipping 12+ years on.

Modernized delivery at scale · 200+ locations

BJ's Restaurants — the modernized delivery process moved production releases from every two weeks to twice a week, with zero critical defects sustained across four years.

Why modernize with us.

01

We modernize without taking you down. Twelve-plus years carrying one live platform through repeated re-platforming with zero downtime — incremental, reversible, side-by-side migration is how we work, not a slide.

02

ROI before build, not after. Every engagement opens with a costed roadmap naming the cost, reliability, and speed targets — so "modernization" is a number you agreed to, not an open-ended bill.

03

AI-accelerated, senior-reviewed. We use AI to analyze the codebase, assist refactoring, and generate test coverage faster — every change reviewed by senior engineers before it ships.

04

Founder-led, built to transfer. One accountable lead from scope to handover; the modernized system, tests, and documentation are assigned to you, and your team is trained to run it.

Where it matters most

Where modernization tends to matter most.

Questions buyers ask before they modernize.

Should we modernize incrementally or rewrite from scratch?+
For almost every enterprise system, modernize incrementally. A big-bang rewrite is the single riskiest option — the Standish Group's CHAOS Report (2015) finds large projects succeed less than 10% of the time, against roughly 90% for small, incrementally-delivered ones. We migrate the application service by service behind a facade so you get value in weeks and can reverse any step, instead of betting the business on one switch-over a year out.
How do you keep our system available during the modernization?+
The old and new systems run side by side behind a facade. We route traffic gradually from the legacy monolith to each new service as it's proven, keep every step reversible, and sequence the work so it never requires a scheduled outage. That incremental, reversible method is grounded in real long-haul modernization work — we've partnered with Bridge Athletic on their platform since 2012, 12+ years and counting.
Why do so many modernization projects fail, and how do you de-risk ours?+
Most fail on scope, not code — vFunction's research found 79% of organizations have had a modernization project fail (vFunction, 2025), usually because a big-bang rewrite starts before anyone maps what depends on the legacy system. We de-risk yours by opening with a current-state dependency map and an ROI-backed roadmap, then migrating service by service so every phase ships a named business outcome you could stop after and keep. One accountable lead owns the plan end to end — no handoffs.
How is this different from a legacy migration or code re-engineering?+
Modernization is the umbrella. A legacy migration is the move itself — getting the system onto a new platform; software re-engineering is the code-level work — restructuring how it's built. Application modernization combines both, plus re-architecture and the incremental strategy that ties them together against an ROI roadmap. If you only need the move or only the code work, those narrower services may fit better — we'll tell you which.
What's the ROI, and how is success measured?+
Modernization pays back through lower maintenance cost, better reliability and performance, faster delivery, and the ability to ship features the legacy stack blocked. We model that ROI in the roadmap before any build and measure success against those specific targets — independent research puts technical debt at 20–40% of an enterprise's technology estate value (McKinsey, 2020), and reclaiming that is the point.
How do you use AI in the modernization, and is it safe?+
We use AI to accelerate the slow parts — analyzing an unfamiliar codebase, assisting refactoring, and generating the test coverage the legacy system never had — with every AI-produced change reviewed by senior engineers before it ships. AI speeds the work; it doesn't get the final say. That human-led discipline is why the output reduces risk instead of adding a new kind of it.
Who owns the modernized system when you're done?+
IP ownership is defined in each engagement's contract and scoped up front — typically the modernized application, the new architecture, the automated test suite, and the documentation are assigned to you, with the specifics agreed before any build so there are no surprises at handover. Your team is trained to operate and extend the system, and you can keep us on a reduced retainer or take the keys. The engagement is built around the handover.
How long does it take and what does it cost?+
Because we modernize incrementally, you see value in weeks rather than waiting a year for a full cutover, and the total scope and cost are fixed in the ROI-backed roadmap before any build starts. Cost depends on the size and state of the system — the assessment produces a costed plan, so the first invoice is a number you've already agreed to.

Thirty minutes · no pitch deck

Ready to modernize the system you depend on — without taking it down?

Bring the legacy application that's slowing you down — we'll tell you honestly what's worth modernizing, in what order, and what the ROI-backed roadmap looks like.