Kodatek brings big-enterprise data and AI expertise to businesses of every size, pairing technical skill with real business understanding. No AI slop; just expert knowledge, real code, and solutions built to last.
80%+
of AI projects fail, roughly twice the failure rate of traditional IT projects.
Source: RAND Corporation
95%
of enterprise GenAI pilots deliver no measurable return.
Source: MIT, The GenAI Divide (2025)
Every engagement is led by senior experts who have done this work at the highest level. We build what your business needs, guided by experience and data, not hype.
We use AI to amplify expert work. Faster delivery, sharper analysis, more ground covered. It accelerates our judgment; it never replaces it.
No generic, unchecked output. Every model, line of code, and recommendation is researched, reviewed, tested, and built to last by someone who understands it.
We bring these same tools and this same rigor to small businesses. Whether you are building your first data foundation or scaling what already works, we meet you where you are.
Get in touchSelected work
Multi-million $
fraud detection scale
End-to-end AML model (XGBoost) for a top U.S. bank, plus an engine that turns model output into investigator-ready case reports.
Hours → minutes
per investigator case report
RAG agentic system that drafts structured AML case reports, with LLM-as-a-judge quality scoring built in.
$300K+
incremental monthly revenue
Enterprise recommendation engine across 12 airports and 60+ vendors, proven through disciplined A/B testing.
Testimonials
Trusted by businesses for practical data and AI solutions that deliver measurable results.
"We had a very specialized requirement involving complex technical calculations that ultimately needed to produce a completed IRS form. Kodatek quickly understood our workflow and built a solution that automated the entire process with impressive accuracy. The time savings and reduction in manual effort have been substantial, and the final product has exceeded our expectations. I'd highly recommend Kodatek to anyone looking for custom AI and automation solutions."
Steve Brown
CFO, National Plan Professionals Group, Inc.
"I had the pleasure of working with Srikar on AML case automation model development at Bank of America. He played a key role in building a case-priority model using XGBoost and developing an early LLM prototype to support investigation efficiency. Srikar combines strong technical expertise with a clear understanding of business and regulatory needs. His work was rigorous, practical, and easy for investigators and stakeholders to understand. What stood out most was his ability to translate complex technical work for a non-technical audience. He walked senior leadership through the model logic in plain language and presented results clearly to business partners. I highly recommend Srikar and would be happy to work with him again."
Gary Guo
Director of Global Financial Crimes, Bank of America
You don't need to be a big enterprise to work like one. We bring these same tools and this same rigor to small businesses, whether you're building your first data foundation or scaling what already works.
Start the conversationWe start with your business objective, not the technology, then map the decision the data needs to drive, the constraints, and what success measurably looks like.
A clear technical plan covering data sources, modeling approach, architecture, and a validation strategy, sized to your timeline and team.
Iterative delivery of models, pipelines, dashboards, or apps, with checkpoints so you see progress and can steer along the way.
Validation against the metrics we set, documentation, and a clean handoff so your team can own and extend the work with confidence.
Kodatek is a technology consulting practice founded by Srikar Kodati, with nearly a decade of experience delivering AI, machine learning, and data solutions across industries.
We partner with businesses of all sizes to build strong data foundations, optimize operations, and turn complex challenges into practical, measurable results.
What sets us apart is the ability to combine senior technical expertise with clear communication, helping leadership understand the insights, align teams, and make confident, data-driven decisions.
Plain answers about how we work, what it costs, and where to start.
No. Our experience comes from large enterprises, but most of what we build today is for startups and small businesses. The tools and rigor scale down; the price tag does too.
Yes, that's one of the most common places we start. We set up your data foundations, build the first pipelines and dashboards, and leave you with something your team can actually run.
Most projects start with a short scoping conversation, then a fixed-scope project with clear milestones. For ongoing needs we also offer retainers and advisory. You always know what you're paying for and what you're getting.
As a tool, not a substitute. AI helps us move faster, but every model, line of code, and recommendation is designed, reviewed, and tested by an experienced person who stands behind it.
It depends on scope, and we size engagements to your business and budget. After a free intro conversation we'll give you a clear proposal with a fixed price, so there are no surprises.
Both. We work remotely with clients anywhere in the US, and on-site in the New Jersey and New York City area when it helps.
Whether you have a model to ship, a dashboard to fix, or you're not sure where to start with your data, tell us what you're trying to do and we'll tell you how we'd approach it. No obligation.
Prefer to talk it through? Book a free intro call
