Startups

Startup AI Audit

A Startup AI Audit is the fastest way to replace uncertainty with direction. Early-stage companies often move fast—but in the wrong direction. Misaligned AI experiments, unclear data strategy, fragile prototypes, or unfocused roadmaps can stall growth before it begins. A proper audit brings discipline, clarity, and acceleration to your technical vision.

Theta Tech examines your entire AI landscape—your code, data, infrastructure, workflows, and product ambitions—to identify what is viable, what is risky, and what will produce real traction. The result is a structured, evidence-backed plan for the next 30, 60, and 90 days.

Understanding the Concept

A Startup AI Audit is not a generic health check. It is a precision analysis of your company’s technical and strategic readiness to deploy AI. We evaluate whether your current datasets can produce competitive models, whether your architecture can scale, whether your prototypes are built on stable foundations, and whether your roadmap aligns with what is technically achievable.

The goal is to compress years of engineering intuition into a clear set of recommendations. You understand which features are feasible, which automations will actually save time, which AI capabilities investors will value, and which risks you must mitigate before scaling. An audit replaces guessing with guidance.

Why This Matters

Get clarity before you code.

Startups lose months—and runway—by building the wrong thing. They accumulate technical debt, chase ideas outside their data capabilities, or adopt brittle architectures that collapse under growth. Worse, they present AI roadmaps to investors that sound compelling but are not technically defensible.

Theta Tech prevents these failures by applying deep experience from building dozens of AI systems. We reveal the shortest, safest path to traction. An audit ensures your next sprint is not wasted, your next prototype is fundable, and your AI investments compound instead of evaporating.

Technical Capabilities

Sub-Services
  • AI Readiness and Infrastructure Assessment:
    Evaluate whether your current environment can support the AI you want to build.
  • Code and Architecture Review:
    Identify fragility, misalignment, or inefficiencies in your existing prototypes or pipelines.
  • Automation and RAG Opportunity Mapping:
    Pinpoint high-impact workflows that can be automated or augmented with retrieval systems.
  • Cost-Performance Modeling:
    Forecast infrastructure costs, training expenses, and scalability constraints before committing resources.
  • 30-60-90 Day Tactical Roadmap:
    A prioritized execution plan that shows exactly what to build next—and why.
  • Risk and Bottleneck Analysis:
    Identify what will break, what will slow you down, and what must be addressed immediately.

The Result

Clarity replaces chaos.

You’ll walk away with a tactical AI roadmap and immediate action plan, crafted by Theta Tech engineers who’ve built dozens of AI products from scratch.

All Services
Case Studies

Real-World Impact

Explore our successful AI case studies.
Algorithm for Collaboration & Distribution
Updating disparate and unorganized AI algorithm code into cohesive and easily sharable notebooks.
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Clinical UI Design for Radiology AI
Creating intuitive software interfaces that empower doctors and accelerate AI innovation
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Developing 3D Radiology AI Solutions
Moving University Client to the Cloud with Open Source Medical AI Models
Read More
Publications

Explore Our Work

See our 35+ Peer-Reviewed Publications & Patents.
Improved Active Shape Models for Segmentation of the Prostate on MR Imagery
Toth, R. “Improved Active Shape Models for Segmentation of the Prostate on MR Imagery,” M.S. Thesis, Rutgers University, 2010.
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge
Litjens, G., Toth, R., van de Ven, W., Hoeks, C., Kerkstra, S., van Ginneken, B., Vincent, G., Guillard, G., Birbeck, N., Zhang, J., Strand, R., Malmberg, F., Ou, Y., Davatzikos, C., Kirschner, M., Jung, F., Yuan, J., Qiu, W., Gao, Q., Edwards, P.E., Maan, B., van der Heijden, F., Ghose, S., Mitra, J., Dowling, J., Barratt, D., Huisman, H., Madabhushi, A. “Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge.” Medical Image Analysis 25:18(2), Dec 2013 pp. 359-373. doi: 10.1016/j.media.2013.12.002
HistostitcherTM: An informatics software platform for reconstructing whole-mount prostate histology using the extensible imaging platform framework
Toth, R.J., Shih, N., Tomaszewski, J.E., Feldman, M.D., Kutter, O., Yu, D.N., Paulus, J.C., Paladini, G., Madabhushi, A., “HistostitcherTM: An informatics software platform for reconstructing whole-mount prostate histology using the extensible imaging platform framework.” Journal of Pathology Informatics 5(8), Mar 2014. doi: 10.4103/2153-3539.129441
A Domain Constrained Deformable (DoCD) Model for Co-registration of Pre- and Post-Radiated Prostate MRI
Toth, R., Traughber, B., Ellis, R., Kurhanewicz, J., Madabhushi, A., “A Domain Constrained Deformable (DoCD) Model for Co-registration of Pre- and Post-Radiated Prostate MRI.” Neurocomputing 144(20) Nov 2014. pp. 3-12 doi: 10.1016/j.neucom.2014.01.058
"Theta Tech AI is an exciting medical AI consulting company whom we’ve worked with for over a decade.

Their team of experienced healthcare AI developers and PhD level biomedical engineers have helped us accelerate our clinical AI research implementation efforts.

Their team is hardworking and extremely responsive.
If you’re in the healthcare technology space, you’d be remiss to not work with Theta Tech." 
Professor Anant Madabhushi
Executive Director for the Emory Empathetic AI for Health Institute
"Theta Tech AI brings together biomedical engineers and medical imaging experts who deeply understand both AI and clinical practice.

For anyone working in healthcare AI—especially at a leading university or tech company—they are a fantastic team to collaborate with."
Assistant Professor Andrew Janowczyk
Emory University
"Theta Tech AI is an outstanding team of biomedical engineers and medical imaging software experts, who can provide you with specialized healthcare AI solutions that will ensure successful ventures in this space."
Satish E. Viswanath, PhD
Associate Professor, Department of Biomedical Engineering
"Theta Tech AI is a highly competent healthcare AI consulting company that has deep expertise spanning machine learning, data science, medical data, image analysis, comprising of a great team of biomedical engineers."
Mike Galvin
Co-Founder & Chairman of LivAI

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