标签：#Tech

Enterprise fintech deals don't die in the demo. They die in week six of onboarding, while someone re-types the customer's approval rules into a canvas. I spent two years inside a procurement fintech and the pattern was consistent: the product demos great, the contract gets signed, and then comes the wall. Setup that drags for weeks. Change requests every single week. Users who don't fully understand what was configured for them, so they ask instead of doing. The three things that cut onboarding time by 90% Integrating end to end with the systems the client already runs. The ERP connection wasn't a checkbox: granular sync per data type, bulk imports, master data flowing both ways. Every field the client doesn't re-enter is a support ticket that never exists. Generating a v1 of their approval workflow instead of handing them a blank canvas : business rules and best practices, applied to the real people pulled from their HRIS. The client reviews and adjusts a draft. Nobody designs from zero. Giving clients simple tools to help themselves , including a chatbot, so "how do I change this?" stopped requiring us. None of it was glamorous. All of it was product engineering aimed at time-to-first-value. A CTO building in this space told me recently that time-to-first-value, not features, is what decides procurement deals. That matches everything I saw from the inside. The workflow was never missing Watch an enterprise onboarding for any workflow product and you'll see the same ritual: a kickoff call, a shared screen, and someone rebuilding the org's approval logic box by box. Who approves above $10k. Who signs off on IT purchases. What happens when the manager is on leave. None of that information is new. It sits in the HRIS (who reports to whom, titles, departments) and in the ERP (vendors, open POs, spend history). The customer is being asked to re-enter reality the software could have read. What the next iteration looks like ledgerloop is that idea taken further. An agent

In the demo, it's three boxes: request, manager, CFO. Everyone nods. Then production shows up with questions the canvas never asked. The questions the canvas never asked The approver left the company last month, and the workflow still points at them. The amount lands exactly on the threshold. Above 10k goes to finance. Is 10k above 10k? The request was approved, then someone edited one line. Does the whole chain re-run, or just the delta? Who decides that? The manager is on leave and delegated their approvals. Does the delegate's own delegation count? Until when? Approval by group: any of the five? All of them? Three out of five? In what order? A condition depends on an answer given two steps earlier. That answer just changed. I spent two years shipping and maintaining an approval workflow engine at a procurement fintech. The three boxes took a sprint. The list above took the rest. How we actually answered it We froze the workflow at init: conditions resolved once at launch, and a running request never re-derived them. Mid-flight edits simply didn't exist. Approval groups came straight from the teams in the HRIS. Vacations earned a proper feature, a replacement approver that applied even to workflows already running, because absence is the one thing you can't freeze. And the approver who had left the company? Fixed by hand, more often than I'd like to admit. Freezing at init isn't a hack. It's the honest trade-off: deterministic, auditable, and it quietly declines half the list above. A workflow builder is a programming language your users never asked to learn Every condition is syntax, every unhandled edge case is a bug they'll file. So my opinion hasn't moved: keep the engine boring, deterministic, tested code, and derive the configuration from the systems that already know the answer, editable in plain language. That is what ledgerloop does with the HRIS, and what the components in approvals-ui model directly: quorum gates, amount thresholds, and a policy lint th

Looking to get your hands on the latest Pixel devices? After weeks of leaks and rumors, Google has officially announced its next generation of Pixel phones and watches. The base Pixel 11 starts at $899, the Pro and Pro XL are $1,099 and $1,299 respectively, and the Pro Fold starts at $1,899. The watch comes […]

Twitch users can now opt out of allowing their content to be used to train Amazon's generative AI models. Opting out means that "your streams, VODs, clips, stream chats, and pictures and text on your channel" won't be used in "future training" of an Amazon AI model "whose purpose is to generate or synthesize text, […]

Immigration and Customs Enforcement (ICE) is aiming to spend up to $20 million on equipping officers and agents with specialized gloves that deliver painful electric shocks. These plans were outlined in a notice published by the Department of Homeland Security on Monday, with an unspecified quantity of the devices set to be delivered by March […]

Amazon is fully stepping back from MMOs. After saying last year that it would be halting "a significant amount" of its work on first-party AAA games, "specifically around MMOs," Amazon will be handing over live operations of Throne and Liberty and Lost Ark in the West to other companies, according to announcements on Wednesday. Throne […]

The Road to Battlefield competition is now in its second year, and its purpose is to give founders across Central Eurasia a direct route to Startup Battlefield

Google knows creators are a big audience. The occupation is growing fast, and landing some influential names could be a major turning point for the Pixel's market share. This year, Google is building features directly into its new Pixel lineup that it says can help creators record, organize, edit, and publish content faster and more […]

Google is hosting a Pixel launch event on Wednesday night where it will show off its latest lineup of devices. But you don't have to wait until then for all the news: We were able to check out the devices ahead of the event and take a look at everything Google's unveiling, including the latest […]

Google focuses more on AI and curated experiences than spec upgrades in 2026.

More than two years after launching its own device-tracking network, Google has finally followed up with its own tracker. The Pixel Tag, which goes on sale in November, looks like one of the more capable trackers too: It combines ultra wideband (UWB) with Bluetooth 6.0 Channel Sounding for two distinct types of precision tracking. The […]

If you look at a photo taken by a smartphone today, it's hard to find much that's technically wrong. Faces are bright and visible. The skies are pristine and blue. Even at night, scenes are well lit and noise-free. If the physical limitations of a tiny camera are what you're trying to solve for, you […]

SpaceXAI has introduced Grok Bot, an always-on AI agent service designed to behave like independent "AI teammates" that can do your work for you. The bots share their own cloud-based computer environment, and can sign into apps, tools, and websites you already use to complete multi-step workplace tasks, only coming back when their assigned work […]

Did a prototype Microsoft gamepad fall off the back of a truck? We can't say, but a Redditor has legit-looking photos of a prototype Xbox controller that's almost certainly the Xbox Elite Series 3. Incredibly, they claim they bought the pad for $200 on OfferUp. In May, a Brazilian regulator's leaked images revealed that Xbox […]

This follows many drone incursions into Romania and a failed attack in Germany.

For the 14th time, a Google product has hit 1 billion users. Google CEO Sundar Pichai posted on X that a billion people are using Gemini every month, and that Gemini is Google's fastest-growing product ever. A billion users is a huge milestone, but Google isn't the first AI app to hit it. OpenAI's ChatGPT […]

Meta has launched a Threads app for Meta Quest VR headsets, the company announced on Tuesday. The launch follows Meta bringing the app to its Ray-Ban Display AR glasses last month and the recent news that the platform has crossed 500 million monthly active users. It seems like a pretty full-featured app. Meta says that […]

Google TV Freeplay, the company's free, ad-supported streaming service, now supports video on demand. Instead of tuning into Google TV Freeplay's selection of always-on channels, you can now choose from over 10,000 shows and movies to watch whenever you want. The update introduces titles like Lady Bird, Seventeen Again, and Hell's Kitchen, according to Google's […]

I first heard the term “censorship-industrial complex” on April 15, 2025. That’s when I got the tip that a small office in the U.S. State Department, which focused on monitoring and countering foreign disinformation from the likes of Russia, Iran, and China, was facing imminent shutdown—the next day. And the reason? R/FIMI, as the office…

Claire Stapleton's new book, Don't Be Evil , recounts her journey from company cheerleader to outspoken dissident.