AI & Data

Nearshore AI & Data Professionals Who Unlock New Revenue, Cut Costs, and Power Smarter Decisions

From pipelines and lakehouses to LLMs, MLOps, and real-time monitoring, our specialists cover the full AI & Data lifecycle so you can ship intelligent features faster, without hiring overhead.

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Companies That Trust Abstra

From finance and healthcare to education and beyond, U.S. teams rely on nearshore LATAM talent to deliver faster, cut costs, and build long-term partnerships.

Meet more clients and the outcomes we’ve achieved >

How Can We Help?

Our professionals support you at any point in the AI & Data lifecycle, or handle the entire track end-to-end.

Across that lifecycle, from Ingest & Organize through Deploy & Operate, our specialists build, refine, and productionize models and analytics.

Lifecycle Stages:

1. Ingest & Organize

Acquire, clean, and structure data with governed pipelines, scalable storage, and platform enablement so information is reliable, secure, and discoverable.

2. Explore & Understand

Turn raw tables into business context through storytelling, dashboards, KPI definitions, and analytics that surface opportunities and risks.

3. Model & Experiment

Design experiments and causal analyses; develop, validate, and tune models and features; add real-time inference where instant decisions matter.

4. Deploy & Operate

Ship models to production with CI/CD and serving, monitor performance and drift, automate retraining, and feed insights back into the next iteration.

Explore Our Specialist Talent

Our distributed network of AI & Data professionals covers a wide range of disciplines and experience levels. Below are the roles clients request most often and where they add the most value across the lifecycle.

Click anyrolefrom the table to view additional information

Lifecycle Stages	Data Architect	Data Engineer	DB Admin	AI Software	Data Analyst	BI Analyst	ML Engineer	Data Scientist	MLOps Engineer
1. Ingest & Organize
2. Explore & Understand
3. Model & Experiment
4. Deploy & Operate

Need a different skillset? Schedule a call > and we’ll point you to the right person.

Why Leaders Choose Abstra?

Choosing a nearshore tech partner isn’t just about adding headcount and optimizing costs, it’s about securing the right expertise to de-risk delivery, accelerate time-to-value, and protect client trust.

Flexible

Engagements

Flexible Engagements

Scale from a single contributor to a cross-functional team.

Time Zone

Aligned

Time-Zone Aligned

Nearshore professionals who collaborate in your U.S. working hours.

End-to-End Talent Coverage

The full tech spectrum. Whatever role you need, when you need it.

Partnership

Oriented

Partnership-Oriented

Open communication and mutual trust that drive sustained success.

15+ Years

Of Experience

15+ Years of Experience

Cross-industry expertise; solutions tailored to your size and sector.

U.S.-Trained

Leadership

U.S.-Trained Leadership

Deep technical roots and native understanding of U.S. & LATAM markets.

Tools & Technologies

We plug straight into the stack your team already trusts, or spin up the toolchain you need next. From data ingestion and orchestration to deep-learning frameworks and cloud-native MLOps, we cover the full landscape. Here are some of the technologies we work with most often.

Popular picks:

Need another stack? Schedule a call with us >

What Are the Different Ways to Hire Our Team?

Explore Our Engagement Models

Staff Augmentation

Our professionals seamlessly integrate into your team, boosting your capabilities and driving your projects forward.

Dedicated Teams

We provide complete software teams that become integral to your organization, working collaboratively to achieve your business goals.

Software Outsourcing

Our experienced project managers and software teams handle your projects from start to finish, delivering tailored solutions that meet your requirements.

Managed IT Services

We offer comprehensive management of your IT services, ensuring smooth operations and optimal performance of your tech stack.

Ready to take the next step? Schedule a call >

U.S. Hiring vs Abstra Nearshore Savings

Get an Estimated Total Cost of Ownership (TCO) for hiring in the U.S. in under 60 seconds with our cost calculator, then see how much you could save with nearshore hiring.

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Ready to Accelerate Your AI & Data Roadmap?

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Frequently Asked Questions

Can Abstra supply a full team or just one role?

Both. We can place a single specialist to fill a gap or assemble a cross-functional squad tailored to your goals.

Which engagement models do you offer?

We offer flexible engagement models, including staff augmentation, dedicated teams, managed IT services or software outsourcing, so you can choose the approach that best fits your timeline, budget, and goals.

Can you scale the team up or down as needed?

Yes. We can ramp up to accelerate delivery or roll off roles as priorities change, with a simple notice period.

Will your team work in our time zone?

Yes. Our nearshore model provides strong overlap with U.S. time zones for real-time collaboration.

Who manages the work? Abstra or us?

Your choice. We can embed under your lead or provide a team lead/PM from Abstra with clear rituals, reporting, and SLAs.

Can your professionals work in our tools?

Yes.

Will I be working with juniors or seniors?

We staff to your requirements. Our network includes associate, mid, senior, and lead professionals. We’ll recommend the right mix for your scope, budget, and timeline. You interview and approve every profile, and we can adjust the mix at any time.