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JustSoftLabJustSoftLab
JustSoftLabJustSoftLab
AI Assistant

AI · GenAI · Data Engineering

Senior engineers.
Real AI.
Production-grade.

We build AI systems, data platforms, and engineering pods that ship to production — not pitch decks. Rightsourcing, not outsourcing: the right seniors on the right problem.

7+ yearsSenior-only podsHIPAA · SOC 2 · FedRAMP
terminal

Trusted by engineering teams at

Amazon
Google
Deloitte
Cochlear
NBC Sports Next
Costa Coffee
NEOM
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AutoAxess
Insurity
Visa
Trinity Club
Amazon
Google
Deloitte
Cochlear
NBC Sports Next
Costa Coffee
NEOM
accept.blue
AutoAxess
Insurity
Visa
Trinity Club

Built with

OpenAIAnthropicAWSGoogle CloudAzureSnowflakeDatabricksHugging FaceKafkadbtKubernetesSpark
0+

Years in delivery

Since 2018

0+

Senior engineers

Specialists only

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Projects shipped

In production

0%

Client retention rate

Long-term partnerships

Sound familiar?

The problems we were built to solve.

"You hired a vendor. They delivered a demo."

We design for production from day one. Architecture decisions, infra choices, and code quality are made with real load and real edge cases in mind — not a pitch deck.

"Your AI project is stuck in pilot forever."

Pilots die without a path to production. We bring MLOps, integration, and deployment discipline into every engagement — so POCs become products.

"You got generalists calling themselves AI engineers."

Everyone we put on your project is a specialist. LLM engineers who understand transformer internals. Data architects who built petabyte pipelines. No fakers.

"Your data stack is held together with duct tape."

We audit, redesign, and rebuild data foundations for real scale. Modern lakehouse, clean governance, pipelines that survive schema changes.

✦ Risk-free trial

15 days. $0 risk. Meet every engineer before you commit.

Every engineer we put on your project gets a 15-day risk-free trial. If they are not the right fit on objective grounds — performance, communication, technical bar — you pay nothing for those days, and we replace them at no cost. If they are working out, those 15 days appear on your first invoice. You only pay once you have already decided to keep them.

15working days

Trial period

Long enough to see them in your codebase, on your standups, against your edge cases. Short enough to keep momentum.

$0

If not the right fit

Walk away or ask for a replacement. No fee, no kill clause, no stretched timeline. We carry the risk, not you.

Free

Replacement

If you swap an engineer, we bring the next candidate at no cost. You keep working — we keep matching until the bar is met.

Case Studies

Work that ships. Results that last.

All case studies

How we work

From first call to production.

Full process
011–2 days

Discovery call

We listen first. 45 minutes to understand your stack, constraints, and what done actually looks like for you.

023–5 days

Technical scoping

Our architects review your codebase, infrastructure, and requirements. We scope with engineering precision — not sales optimism.

031 week

Team assembly

We handpick the right specialists. No bench-warming generalists. You meet the actual engineers before signing anything.

04Ongoing

Delivery & iteration

Weekly demos. Real code in production. You own the repository, infra, and every line we write from day one.

Client feedback

What engineering leaders actually say.

1 / 4
JustSoftLab delivered a production-ready fraud detection system in 10 weeks. No handholding, no excuses — just engineers who actually know what they're doing. The false-positive rate dropped by 94%. We went from embarrassed about our AI to showing it off at conferences.
MT

Michael Torres

Chief Data Officer · US Payment Processor

Fintech

Insights

Engineering perspectives. Fresh thinking.

All articles

Rightsourcing, not outsourcing

We're not an agency. We're your rightsourcing partner.

Outsourcing fills seats. Rightsourcing matches the right senior engineers to the right problems — with the right engagement model for your stage, stack, and speed.

Specialists, not generalists

Every engineer on your project is a domain expert. LLM engineers who know transformer internals. Data architects who designed petabyte-scale pipelines.

Production from day one

We build for real load, real edge cases, and real maintenance. No throwaway code. No fix it in v2. Architecture decisions made with production in mind from the first line.

You own everything

Your repo. Your infra. Your IP. From the first commit, all assets belong to you — no lock-in, no dependencies on our proprietary tooling.

Regulated-industry experience

HIPAA, SOC 2, PCI DSS. We have shipped in healthcare, fintech, and retail. Compliance is engineered in from the start.

Engineering precision in scoping

Our architects scope with real engineering logic — not sales optimism. You get an honest estimate you can plan around, not a lowball that triples by month three.

Async-first, low overhead

Weekly demos. Async standups. Tight feedback loops without calendar chaos. Engineering velocity without the management overhead of a full internal team.

Ukrainian roots. Global delivery.

We stand with Ukraine and do everything we can to help.

Our story →

Ready to start

Let's build something worth shipping.

45 minutes. No pitch. Just engineers talking about your problem and whether we are the right fit to solve it.

Tampa, FL  ·  Kyiv, UA  ·  Dnipro, UA  ·  Remote-first