Custom AI Services

While general-purpose AI models are powerful, they lack the domain-specific context of your institutional data. Probable specializes in grounding AI in your organization’s data to ensure inferences are accurate and actionable.

• Custom AI language models: Train a model to deeply understand your work and make properly informed inferences to guide future decisions.
  • Text Classification: Train a model to apply consistent categories/labels to text or documents based on their content.
  • Token Classification: Train a model to identify the key words/phrases (like names and places) in a document and reliably extract them.
  • Question Answering: Train a model to be able to answer questions about vast quantities of information you provide.
• Custom Machine Learning:
  • Predictive Analysis: Use your company’s existing data, like the results of previous projects or past customer data to predict what will happen in the future.
  • Pattern Recognition: Identify anomalies in your data to prevent mistakes or detect unauthorized usage (e.g. fraud)

• Turn your company’s data into a competitive advantage
• Deliver compounding benefits from institutional knowledge

1. Discovery: At Probable, we always start with the problem. This focus prevents anchoring on solutions which may not be optimal. Once we have a clear, shared understanding of the issues at hand and the constraints we need to work within, we can talk about potential solutions.
2. The weigh-up: A clear-eyed evaluation of the available solutions, considering development costs and timelines, ongoing maintenance needs, risks and rewards. When there’s uncertainty, rapid prototyping is used to create confidence.
3. Implementation: Probable can help prepare your data for machine learning and LLM training, run the training process, and help deploy your model to production.
4. Support and guidance: Documentation, presentations and workshops to bring your teams up to speed.