AI in building data products

Complex, specialist data is exactly where AI can add value - and exactly where naive AI goes wrong. We help you build AI into the product itself, with the checks that specialist data demands.

• Enrichment and classification - tagging, categorising and structuring large, messy datasets so they are worth more to the people who use them.
• Entity matching and resolution - joining records across sources so the product is consistent and trustworthy.
• Search and question-answering over your data - grounded in your own content, with sources and guardrails.
• AI-ready delivery - APIs, feeds and formats designed for AI systems and their builders to consume.
• Prototype to production - fast proof of value, then the engineering and evaluation needed to run it for real.

• Owners and publishers of complex, specialist data
• Teams who have tried AI prototypes that never made it to production
• Product leaders who need to know what AI can and cannot do with their data
• Organisations asking whether AI is a threat or an opportunity for their data product

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