AI Spec Driven Development

You built fast with AI. We make it scale — without breaking, without blowing the budget.

Your MVP validated the market. Now the cloud bill keeps growing, features are delayed and every deploy is a risk. We fix your product foundation — architecture, costs and delivery — so you can ship fast again.

360° Diagnosis Express Health Check

Typical cloud savings −20–40%

Lead time to production Weeks → Days

The Wall

Does this story sound familiar?

You launched in days using AI — Cursor, Lovable, v0. Got customers. And then everything started to stall, right when it was time to grow.

Idea →MVP in days →Initial traction →💥 THE WALL

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Fear of touching the code

Nobody understands the AI-generated code anymore. No tests, no documentation — and every change breaks something in production. Your team hesitates before touching anything.

The cloud bill exploded

Cost grows faster than revenue — and nobody can explain the invoice. Idle services, oversized database, expensive architecture by default. Your margin bleeds every month.

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Releases keep slowing down

The feature that "would take a week" is already in its second month. Deploys are manual, rare and risky — while your competitor ships every week. AI accelerated the start and stalled the scale.

The Turnaround

Fixing the foundation is not slowing down

You do not need to stop shipping to fix the product. It is the opposite: technical debt and the cloud bill are what slow you down today. We remove the brake — and you start running again.

Spec-driven You keep the speed of AI, with predictability. Clear specs make agents generate correct code on the first try — no rework.

FinOps You gain cash breathing room. Cost under control means more months of runway and margin to experiment and grow.

Architecture You add features without fear. A modular foundation makes delivery time drop instead of grow with each release.

Delivery Eng. You ship whenever you want. CI/CD and observability turn deploys into a safe routine — not a risky event.

How We Solve It

Four fronts, one team

Normally you would need to hire four different vendors. Here, a lean senior team handles everything — because one front does not work without the others.

Architecture

Your product gains a foundation to grow — without rewriting from scratch. We refactor critical areas incrementally, without stopping your roadmap.

Spec-driven

Your team — and your AI agents — stop generating rework. Specs become the source of truth that guides every feature, from prompt to production.

FinOps

Your margin stops bleeding. Full invoice visibility, right-sizing and cost per user under control from the design stage.

Delivery Eng.

You start shipping every day, safely. CI/CD, infrastructure as code and observability — with progress measured in DORA metrics.

Where to Start

Clear scope, timeline and pricing

Start small, with measurable results in weeks — no 40-page proposal, no year-long contract.

360° Diagnosis

Discover exactly where your product stalls and how much each bottleneck costs. Architecture, cloud cost and delivery speed audit, with an action plan prioritized by return.

1–2 weeks Contact us for pricing

Quick-Win FinOps

Reduce your cloud bill in weeks, with no operational risk. We implement the highest-impact savings: right-sizing, savings plans, idle resource termination.

2–3 weeks · or % of savings generated Contact us for pricing

Re-architecture Sprint

Unblock the parts of the code that hurt most — without rewriting everything. Incremental refactoring with tests, documentation and every technical decision recorded.

3–6 weeks Contact us for pricing

Monthly Advisory

A senior architecture and infrastructure team by your side — without the cost of hiring. Bi-weekly reviews, stack decisions and support on the hard choices.

Ongoing, no lock-in Contact us for pricing

The Alternatives

You have already tried (or considered) other options

Freelancers patch holes. Agencies deliver more features on top of the same chaos. Large consultancies deliver slides. FinOps tools show the problem but do not fix the root cause. We connect the dots between technical decisions, cost and speed.

	Freelancer	Agency	Large consultancy	FinOps tool	GK Services
Architecture	◐	✗	◐	✗	✓
Spec-driven	◐	✗	◐	✗	✓
FinOps	◐	✗	◐	✗	✓
Delivery speed	◐	✗	◐	✗	✓

Results

Every project opens and closes with numbers

We do not sell promises: we measure cost and speed before and after. Examples of the type of results we deliver.*

B2B SaaS scaling up

Product built with AI, cloud costs out of control and one manual deploy per week.

Cloud reduction −32%

Lead time 14d → 2d

Deploy frequency 1x/wk → daily

Lovable-born product

Built by a founder without a tech team, already generating revenue — but with no one to hold the operation.

Cloud reduction −28%

CFR 38% → 12%

MTTR 4h → 18min

* Illustrative cases with typical market targets — real client results coming soon.

Your product doesn't need a pause.
It needs a foundation.

In up to two weeks you know exactly where you are losing money and speed — and what to tackle first.

Schedule 360° Diagnosis Express Health Check