Transform Your AI Models from Research to Production Reality

We help AI companies overcome integration challenges, optimize costs, and achieve production-grade accuracy without compromising performance.

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Common AI Integration Challenges

Accuracy and Performance Issues

  • Models performing well in testing but failing in production scenarios
  • No clear metrics to define and measure success criteria
  • Constant trade-offs between accuracy and computational efficiency
  • Unpredictable behavior with edge cases and real-world data
  • Cost and Resource Management

  • Computing costs increasing exponentially with scale
  • Overprovisioned resources for simple tasks
  • Inefficient model deployment and resource allocation
  • Duplicate processing of similar requests
  • Data and Context Management

  • Information retrieval system returning irrelevant results
  • Context windows filling up with non-essential information
  • Unable to leverage internal documentation and data
  • Dealing with inputs that exceed model limitations
  • How We Transform Your AI Implementation

    We provide technical leadership and optimization expertise to help you achieve production-ready AI systems that balance accuracy, performance, and cost.

    Technical Team Leader and Management

    We can provide hands-on technology and management expertise to lead your internal or external team in making solid decisions and delivering business goals on time and within budget.

    Turning Around Failing Projects

    We assist with technical adjustments, team realignment, process enhancements, backlog reassessment, and budget reevaluation to salvage and relaunch a project.

    MVP Build and Launch

    Our expert guidance helps you with all technical aspects for a successful MVP development and launch, including architecture, tooling and stack, hiring, processes, backlog management, deadlines and budgeting.

    Model Architecture Optimization

    We analyze your current implementation and design hybrid architectures using the right-sized models for each task, reducing costs while maintaining or improving accuracy through targeted model selection and efficient processing pipelines.

    Retrieval and Context Engineering

    We implement advanced retrieval systems and context management strategies that ensure your models receive relevant information while staying within context limits, leading to better accuracy and reduced computational needs.

    Fine-tuning and Adaptation Strategy

    We help you leverage your proprietary data and domain expertise to create specialized models that outperform generic solutions, developing clear metrics for success and implementing systematic evaluation procedures.

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    Testimonials

    [...]  an absolute pleasure to work with. Prices reflect the quality of performance, adherence to schedule, and priority of your work. I would highly recommend for any development project!

    Ira
    an e-commerce store owner, Switzerland

    [...]  care greatly about what's best for the business, and guide towards the correct decisions, which for a non technical founder launching a SaaS platform - is massively appreciated.

    Michael
    a B2B SaaS founder, Australia

    Funny, intelligent, communicative and of course professional and absolutely brilliant at what you do.

    Geofreey
    a consulting agency owner, USA

    [...] knowledgeable and provides excellent customer service. I mean excellent excellent! We highly recommend their services.

    Sadra
    a fashion startup founder, UK

    it was a breath of fresh air working with you! Thanks!

    Keith
    a cannabis startup manager, Canada

    [...] very easy to work with and very knowledgeable on what needed to be done

    Marcel
    a marketing agency owner, USA

    [...] absolute pleasure to work with!  Our technological foundation may have been built on stilts but also extremely knowledgeable and could identify and resolve problems that arose in no time at all!

    Joseph
    a payment service founder, USA

    [...] very forthcoming with useful suggestions and good ideas whenever development-related issues arose in the team, [...] demonstrated a significant aptitude for the varied technical aspects of the work

    Patrick
    an e-commerce store founder, Sweden

    [...] skill, experience, and capabilities resolved our most difficult issues and requests. It was a pleasure working with you.

    Brad
    an e-commerce store owner, Switzerland

    [...] incredibly professional, working side-by-side with us to accomplish our goals. Dedicated to our goals, you made educated recommendations and were available to help with implementation and support.

    Eytan
    an online cargo platform executive, Israel

    super strong consultants [...] technical skills are amazing and at the same time great communicators

    Anthony
    a food delivery startup, USA

    Unlike most [they care] a lot about the success of their clients. [They make sure] we only think about our business needs while they take care of the technology needs of the business.

    Stephen
    an e-commerce store owner, USA

    [...] skilled, energetic, and talented [...] with very strong technical abilities as well as a sense of integrity

    Stephen
    an e-learning platform founder, USA

    [...]  they genuinely want the best for your company. [..]  work hard, communicate  well and always honestly

    Mendel
    an affiliate startup founder, Malta

    [...]  provided us with a solution that took a very novel/unique approach to a performance issue we were having with our application. The solution was simple, very well thought-out and very well implemented.

    Jason
    e-courses provider, USA

    [...] great energy, extremely positive with  a real 'can do' attitude - which is hugely beneficial in a tech startup environment.

    Michael
    a B2B SaaS founder, Australia

    [...] Your contributions have played a significant role in our success, and we're lucky that our path crossed and that we had the chance to work together.

    Vic
    an apparel e-commerce founder, Australia

    [...] a terrific partner for our  [...] needs. [..]  highly knowledgeable and strategically minded.

    Marcus
    an e-commerce agency owner, UK

    Questions & Answers

    Common Questions About Our LLM Integration and Optimization Services

    Do you work with external development teams?
    What is the cost of your fractional CTO services?
    Can you help me hire developers?
    How involved will you be in my project?
    Will you be able to work with my existing development team?
    How long does it typically take to see improvements?
    Q: Do you handle the actual model training and deployment?
    What types of models do you work with?
    How do you measure success?
    What size companies do you typically work with?