01
Data audit
We assess data infrastructure, data completeness and AI maturity, then hand over a written report: what is sound, what breaks, and what each gap costs to close.
HUMAN EXPERTISE. EXTRAORDINARY POSSIBILITIES.
Your Go-To
AI & Tech
Outsourcing and
Consulting Firm.
Maximizing your technology investments with comprehensive solutions tailored to your specific needs.
EST. 2004SILICON VALLEY · GLOBAL REACH
BUILT FOR YOUR ECOSYSTEM
AWSGoogle CloudDatabricksAzureApache Spark
Your ambition. Our expertise.
THE JTA DIFFERENCE
Experience the
JTA Advantage
Are you looking for a reliable and experienced team to help you maximize your technology investments? Look no further than JTA – the leading provider of comprehensive tech solutions. Our team of experts specializes in customizing solutions tailored to your specific needs. Whether it's AI tools, software development, cloud computing, IT infrastructure, or security, we've got you covered. Trust us to deliver the best results and take your business to new heights of success.
Explore our capabilities01 / ENTERPRISE DATA & AI
Forward-deployed engineering teams for Enterprise Data and AI.
We embed senior engineers in your teams to audit what you have, decide what is worth building, and ship the platforms and AI systems you run on. Research-grade depth, delivery-grade discipline.
32
Engineers drawn from top global universities
12
Papers published at international conferences
04
Research domains: vision, NLU, LLMs, data mining
AWS · GCP
AWS Partner Network member; GCP partnership in progress
E-Verify - J. Thomas & Associates participates in E-Verify.
How We Engage
A clear path from insight to impact.02
Data platform development
We build what the findings call for: medallion lakehouse, master-data and identity resolution, governed pipelines, and the semantic layer that sits above them.
03
AI implementation strategy
We sequence AI against the platform - which use cases your data genuinely supports, in what order - then build, deploy and run them with you.
Start with the audit.
Fixed scope, fixed fee, credited against the platform work if you proceed.
Audit fee and duration to be confirmed.What We Build
From the foundation to the frontier.01
Data warehousing & platform engineering
AWS, GCP, Databricks, Azure, or native Spark and Airflow. Medallion lakehouse architecture, master-data and identity resolution, and production pipelines across Parquet, S3 and Redshift.
02
AI semantic layer & knowledge engineering
The business-meaning layer above the warehouse: governed metric and entity definitions, ontologies, and natural-language querying that answers in your vocabulary, not your schema’s.
03
Applied AI & LLM systems
Retrieval over live document estates, agentic architectures and self-hosted inference. Computer vision for plant and edge deployment on GPU, TensorRT and ONNX.
04
Product engineering
End-to-end builds from proposal to production, in your stack rather than ours - Python, TypeScript, JVM, and the frameworks your team already runs. Intellectual property assigns to you.
ENGINEERING WITH DEPTH
Selected Work
& Research.
RESEARCH-GRADE DEPTH.DELIVERY-GRADE DISCIPLINE.
- Ultra-lightweight subspace attention for compact CNNs (WACV 2020) - roughly 13% fewer FLOPs and 25% fewer parameters on a MobileNet-V2 backbone at higher ImageNet-1K accuracy; since adopted as a building block in third-party UAV and object-detection backbones.
- AI business-intelligence platform for one of India’s largest FMCG manufacturers - medallion data lake, SKU master-data resolution across retail-panel, sales and media sources, and a causal hypothesis engine over a probabilistic knowledge graph.
- Multi-tenant AI platform for a US client - retrieval infrastructure with incremental document sync over a live corpus, built on FastAPI, Next.js and AWS.
- Enterprise data pipeline and 12-month run contract - multi-format ingestion into a governed S3 and Redshift lakehouse, with access control and milestone-based delivery.
02 / PEOPLE BEHIND THE PROGRESS
About Us
Established in 2004 and currently operating in Silicon Valley, our company was previously based in the Metro New York Area.
A Minority-Owned Business with emphasis on IT Consulting.
Our business is spearheaded by a team of experienced leaders with a cumulative experience of 25+ years.
Our company is verified by Dun and Bradstreet, the world's leading provider of business data and insights.
E-Verify - J. Thomas & Associates participates in E-Verify.
Global talent. Shared purpose.
BUILT ON TRUST
Our Added Value
- Talent across several geos
- Most talents hold advanced degrees in tech-related disciplines
- We have provided contractors for large and medium-sized companies
- Customer satisfaction evidenced through contract renewals
We AreCREDIBLE
Our team has consistently met all customer satisfaction requirements, achieving a 100% success rate.
We AreROBUST
Our company is growing and making meaningful progress in the tech industry.
We AreMETICULOUS
We thoroughly examine your company’s requirements and rigorously screen all talent.
03 / GOOD QUESTIONS. CLEAR ANSWERS.
Frequently Asked
Questions
Let’s make your next move a confident one.
Talk to our teamWhich markets do you currently serve?
We have head offices in North America, Asia Pacific and Europe, which gives us a broad reach. We are currently well-positioned to serve clients in both emerging and developed markets.
How can I set up a consultation?
We offer a free initial consultation to new clients, to better understand their needs and explain our services. Simply email us to book your session.
What services do you offer?
We offer data warehousing and platform engineering; AI semantic layer and knowledge engineering; applied AI and LLM systems; and product engineering, in addition to AI, software development, cloud, IT infrastructure, security and consulting services.
Do you participate in E-Verify?
Yes. J. Thomas & Associates, Inc. participates in E-Verify.
Have additional questions?
Contact us directly via email at info@jthomassite.com or call us at 800.318.5922. We’re here to help!
04 / LET’S BUILD WHAT’S NEXT
Revolutionizing the
Businesses of Tomorrow
Start with a data audit - email us to book a free initial consultation.
JTA - J. Thomas & Associates, Inc
EMAIL USinfo@jthomassite.comCALL US800.318.5922Fax: 831.625.1699
Our company is verified by Dun and Bradstreet, the world's leading provider of business data and insights.
