• AI is a process

  Companies successfully using AI understand that Deep Learning is a process, not a tool. TipTribes supports its users in expediting this process by significantly reducing the annotation process and streamlining all others.

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    Collect data

    More data beats better models. Compared to traditional Machine Learning models, prediction quality of Deep Learning models does not plateau with more data.

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    Annotate

    Deep Learning needs annotated data, which, together with the data collection, usually is about 80% of the effort! After all, Deep Learning is 80% data management and 20% complaining about the data.

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    Model development

    Developing Deep Learning-based AI models to automate narrow tasks requires the combination of several models specializing in certain jobs, such as OCR or NLP.

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    Model verification

    One significant difference between statistics and Machine Learning is that the former is optimized to be correct on average, while the latter is optimized for business efficiency.

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    Integration

    Likely, initially, human-machine integration will be necessary until full automation of the micro-vertical is achieved.

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    Monitor

    Early integration of AI-based models in the workflow is particularly important to monitor results and collect data on manual interference to further train the models.

• Mobile. Gamified.

  We have just released the gamified mobile application as an early preview. Rather than dedicating full-time employees to solely annotation, this mobile application allows employees to label data alongside their actual work during an unproductive time, such as commutes or waiting for an order.

  Using employees solves the problem of domain knowledge necessity as well as data privacy. The gamification approach allows for working on this task without dedicated full-time employees, hence matching the nature of being a one-off task.

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At TipTribes, we approach every business relationship with a firm commitment to earn and retain our client's trust. It is a critical component of every solution we deliver. For us, the true benchmark of success is being there when clients need us most and coming through when challenges are greatest. That is how we have built and continue to build lasting trust. When you need a teammate to help your business to soar to new heights, we'll be up to the challenge.