Data engineering for AI

The problem was never the AI.It was the data underneath it.

Lineate designs and builds the data pipelines, governance, and infrastructure that power AI applications.

Your data, end to end AI Readiness Assessment Data Engineering AI Product Development
01

AI Readiness Assessment

Most AI initiatives stall before they start — not because of the technology, but because the underlying data isn’t ready. We come in, evaluate your data infrastructure, identify what’s possible — and then prove it.

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02

Data Engineering

Your data is your competitive advantage in AI — but only if it’s connected, governed, and structured well enough to use. We build the pipelines, architecture, and data infrastructure that turn fragmented, legacy, or underutilized data into a foundation AI can actually run on.

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03

AI Product Development

Once your data is ready, we help you build the AI that runs on it. Because we go deep on your business and your data, we know what’s worth building and how to build it.

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Our Clients

Case Studies

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Data as a service: Fast, user-friendly reporting for hundreds of billions of records

Our client is a privacy-focused marketplace that provides search integrations for advertisers and publishers to serve pay-per-click ads in response to consumers’ searches.
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Intelligent Support: Adding AI Agents to 24/7 Monitoring

Lineate runs a 24/7 Tier 3 support, monitoring, and application response team for the platforms our customers depend on. Over the past year, we've supplemented that team with frontier agents from Anthropic, OpenAI, and Google to accelerate detection, triage, and resolution. Now we're packaging that capability for customers: custom-built agents that monitor both technical and business KPIs, and take immediate action when something goes wrong.
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AWS Case Study: Real-Time Ad Serving Platform Migration

Customer had a real-time search ads serving platform hosted on premise datacenter without horizontal and geographical scalability support and it became an obstacle for the further growth, including planned expansions to other geographical regions (from the USA to Europe).
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Using Machine Learning in the Cloud to Improve Driver Safety

One of our customers partners with car manufacturers to include connected vehicle and road condition data in navigation systems to improve driver safety. The company aggregates, curates, and applies machine learning to near-real-time data with the goal of improving road safety and reducing vehicle emissions.
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Case Study: Scaling Sovrn’s Advertising Exchange with AWS

Sovrn, a leading advertising technology company, operates an ad exchange handling approximately 250 billion requests per day. As traffic volume grew and patterns shifted, their on-premises infrastructure struggled to keep pace—leading to reliability issues, scaling challenges, and operational overhead.
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33Across: Five Billion Daily Events, One Near-Real-Time Dashboard

33Across is a tech company that assists their clients in capturing consumer attention in the era of automated advertising. 33Across's programmatic ad platform helps premier publishers like Warner Bros. and USA Today place less intrusive ads, optimize yield, and gain actionable insights.

Testimonials

Rowena Rubio

"Lineate is fantastic in every aspect! Their expertise, professionalism, and transparency are truly commendable. What sets them apart is their genuine willingness to guide and support us"

COO, Akyrian

Rowena Rubio

Donny Fausner

"The Lineate team has been great to work with. They are thorough, timely, and professional. We have not had a challenge to throw at them that they have not been able to tackle"

Mindgruve, EVP Business Development

Donny Fausner

Roger Rosen

"I have only the highest praise for the Lineate Team. They are trusted partners whose dedication, creative problem-solving, and rigorous approach to fulfilling each sprint is nonpareil"

The Rosen Publishing Group, Chairman

Roger Rosen

Christina Cavano

"I highly recommend Lineate – they are responsive, reliable, and flexible. I have been working with Lineate for 8 years and cannot say enough good things about them. I have always had a great team supporting me. I know that even if my developers go on vacation or are sick, I will have the coverage I need to keep my website and development projects moving forward"

Endeavor, Group Publisher

Christina Cavano

Jesse Demmel

“At Sovrn we worked with Lineate and they were fantastic. I wouldn’t hesitate to work with them again.”

Former CTO, Sovrn

Jesse Demmel

How we drive success

  • Adaptive Collaboration: Partnering for Success

    We understand that project conditions can change. When that happens, we adapt quickly while keeping our eyes fixed on the end goal. We are autonomous and accountable; we don’t require detailed specifications and constant hand-holding.

  • Exceptional Code Quality

    We believe that good code isn't just functional—it's exemplary. Our coding process includes thorough reviews, comprehensive testing, and a commitment to creating reliable and transparent code.

  • Future-Proof Approach

    We focus on creating systems that stand the test of time, avoiding “quick and dirty” shortcuts that lead to complications. From the outset, we learn about and understand your long-term development goals, so our work is always fast, efficient, and precise.
georgia values