Most AI video tools consider the job finished when a video is exported. Clueso is building around what happens afterward: the product changes, the screenshots become outdated, the training library falls behind and someone has to make the video again. The Bengaluru-founded company has raised $10 million in Series A funding, led by Dharana Capital. […]
Microsoft-Decision-1 is not designed to write, summarize or reason in paragraphs. Its job is narrower: make fast, structured decisions inside AI systems, then return probabilities that software can act on. That distinction matters because modern AI applications increasingly contain many more decisions than generative steps. An agent might use a powerful reasoning model to understand […]
Doris Labs has raised $600,000 in pre-seed funding, led by Fuel Ventures, with participation from Manchester Angels and a group of angels from across the B2B software industry. Doris has built the GTM AI semantic layer that captures everything a sales team learns across calls, emails and documents, and then their agents drive the deal […]
Procuros wants businesses to move beyond EDI, yet its own infrastructure still speaks EDI/EDIFACT, X12, XML, CSV, Excel, JSON, PDFs, APIs, AS2, SFTP and supplier portals. That apparent contradiction explains the company better than the phrase “autonomous trade.” Decades-old formats will not disappear simply because AI agents arrive. Procuros is trying to make those differences […]
When Ross Mason started MuleSoft in 2006, Europe was a very different place to build an enterprise infrastructure company. Early-stage capital for deeply technical software was limited, and Mason ultimately moved to Silicon Valley to build the business. MuleSoft went public and was later acquired by Salesforce for $6.5 billion. Two decades later, Mason is […]
A voice agent can sound almost human until a caller says “Müller-Straße 14b,” reads an IBAN aloud, switches from German to English halfway through a sentence or speaks in a regional dialect. For Deepslate, those are not edge cases. They are the reason to build a European voice model in the first place. The German […]
A multimillion-euro construction mistake can begin with something surprisingly small: one sentence in a specification that does not match a drawing, buried somewhere inside hundreds of pages nobody had enough time to cross-check. General contractors live with that problem on every major project. Sales teams, estimators, procurement specialists and site managers work across drawings, specifications, […]
The next enterprise AI failure may not be a hallucination or a rogue agent. It could be much simpler: a company spends millions on AI, celebrates hundreds of pilots and still cannot explain what changed in the business. That tension ran through Charlie Perreau’s conversation with H CEO Gautier Cloix at HumanX Amsterdam. The session […]
AI rarely looks dangerous in a demo. A model answers a few hundred questions, an agent completes a handful of tasks, and the failure rate appears small enough to ignore. Then the same system reaches production, handles millions of interactions and begins touching real customers, infrastructure and business processes. The tiny error that disappeared inside […]
The problem that eventually became 50skills did not begin with artificial intelligence. It appeared after a company had already found the right candidate. Once someone accepted an offer, HR teams still had to collect personal details, prepare documents, arrange signatures, request equipment and system access, notify managers, update payroll and make sure none of those […]
For most of enterprise AI’s short history, the risk ended with the answer. A chatbot could summarise a document, draft an email or suggest a next step, but a person still decided what happened afterward. AI agents change that bargain. Once software can update a CRM, query a financial system, call internal tools or trigger […]
Recruitment firms are not short of candidate data. The harder problem is that much of what recruiters actually know about a person gets buried inside calls, emails, notes, CVs and years of conversations that traditional databases struggle to understand together. Belgian recruitment software startup Spott is building its business around making that accumulated context usable […]