6d ago · 5 min read · Discovery - when the research pipeline became the bottleneck By Q4, a single recurring issue threatened a major delivery: our document-understanding feature was slipping on recall for multi-page PDFs, user escalations were rising, and the backlog of ...
Join discussionMar 2 · 6 min read · This case study describes a real-world production incident where a document-processing service that powered search, extraction, and analytics hit a plateau: missed citations, noisy summaries, and unpredictable latency under load. The stakes were clea...
Join discussionFeb 23 · 8 min read · We all have that Box full of PDFs, technical reports, and transcripts that we know we should review, but there's just no time. Reading a 50-page contract or technical manual requires a level of attent
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Feb 12 · 5 min read · Discovery - the plateau that couldn't be papered over As a Senior Solutions Architect responsible for a live document-processing feature used across multiple products, the project reached a painful inflection: the pipeline that had reliably turned P...
Join discussionJan 19 · 7 min read · For years, OCR has been treated as a solved problem. Extract text from an image, dump it into a file, and move on. But anyone who has actually built production systems knows the truth - real-world documents are messy. They are skewed, low resolution,...
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Sep 24, 2025 · 6 min read · El desafío: demasiadas opciones, muy poco tiempo Los profesionales del conocimiento que utilizaban BrainBox se enfrentaban anteriormente a un dilema común: ¿qué modelo de IA debo elegir para mi consulta? Con una gama de opciones como Default, Precise...
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Sep 24, 2025 · 5 min read · The Challenge: Too Many Choices, Too Little Time Knowledge professionals using Brainbox previously faced a common dilemma: which AI model should I choose for my query? With a range of options like Default, Precise, Pro, and Teacher, users had to unde...
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Sep 22, 2025 · 3 min read · Managing AI adoption across an entire team often introduces a new layer of administrative complexity. Juggling individual licenses, reconciling scattered invoices, and dealing with uneven access to different resources can quickly overshadow the benef...
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Sep 21, 2025 · 13 min read · Overview Document AI is a document understanding solution that takes unstructured data (e.g. documents, emails, invoices, forms, etc.) and makes the data easier to understand, analyze, and consume. The API provides structure through content classific...
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Sep 20, 2025 · 10 min read · Overview Document AI is a document understanding solution that takes unstructured data (e.g. documents, emails, invoices, forms, etc.) and makes the data easier to understand, analyze, and consume. The API provides structure through content classific...
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