#ai-automation

#ai-automation

In 2025, we made a bold decision: No ads from big camera manufacturers. Why? Because we refuse to let corporate interests shape what you read.

"I have a claw basically that takes care of my home, and I call him Dobby the Elf Claw. It controls all of my lights, my HVAC, my shades, the pool, the spa, and also the security system."

We are seeing a structural shift toward bundled deals. Both agreements include bundled mortgage and closing products, which the company said are incrementally accretive to unit economics. Our overall pipeline remains robust, up approximately 40% year over year.

After streamlining our development and delivery process, we'll ship a new Stable release every week. Endgame will now be folded into our weekly activities. This acceleration is enabled by AI automation, including a one-click experience for creating test plans from feature request issues, reducing manual steps previously required.

If you sell the tool, you're in a race against the model. But if you sell the work, every improvement in the model makes your service faster, cheaper, and harder to compete with. A company might spend $10K a year for QuickBooks and $120K on an accountant to close the books. The next legendary company will just close the books.

Our AI journey began with SoftPro because we are currently assisting a significant number of clients of all sizes in transitioning from legacy TPS platforms to SoftPro. These clients have already benefited from our RezeCore TPS data migration suite to search, migrate and retain their historical TPS data. Building on that success, it was a natural next step to continue supporting them by providing this advanced and intelligent AI solution.

When we were selling enterprise software, we had to go through procurement ourselves and saw how manual and fragmented the process still is. Even with modern eProcurement software, most of the real work is still done manually. Companies are left to build large internal teams or outsource this work, resulting in a slow, expensive process.

In an age where we are all drowning in electronic communication, handwritten notes really stand out. The company's website brags that its robo-scrawl is virtually indistinguishable from human writing, produced with unmatched speed, quality, and realism through a large language model that generates content and a proprietary robot that inks it onto stationary.

An AI agent is simply a model that receives input, follows defined goals and rules, makes step-by-step decisions, and uses tools to take actions. Instead of viewing AI agents as autonomous digital workers, break it down. First principles thinking says this definition captures the essence of how AI agents function and operate within business workflows.

Dwelly operates an AI-enabled roll-up model, acquiring independent agencies and integrating them onto its technology platform. The UK residential rental market generates more than £100bn in annual rent roll and around £10bn in commissions, yet remains highly fragmented, with roughly 20,000 firms operating nationwide. The top 100 account for less than 30 per cent of the country's 5.5 million rental properties.

The end user types in the information that needs to go into a contract via Box Doc Gen, which is then sent over to Legal for approval. Once approved, the contract is sent out automatically and signed using Box Sign. The signed contract is then uploaded to the cloud. Given that RWS Global has contracts with thousands of performers, the automation of the contract approval workflow saves many hours in terms of manual processing.

Job vacancies in Britain have fallen to their lowest level in five years, with graduate recruitment bearing the brunt as employers contend with higher payroll costs and the rapid adoption of artificial intelligence. Data from Adzuna show that advertised vacancies dropped to 694,940 in January, down 16 per cent year-on-year and 3 per cent compared with December. It is the first time since January 2021 that the number of vacancies has dipped below 700,000.

When I took my side hustle full-time, I needed a website and accidentally fell into the world of building with AI. After trying an old website builder and failing, I hired a designer and an engineer part-time to do it. They were a bit slow, so while I was waiting, I tried using a suggested AI tool to build my website.

Harrity & Harrity is looking for experienced patent attorneys and agents who want a smarter way to practice law. Our practice is built around streamlined workflows, custom AI and automation tools, and a data-driven approach that keeps the focus where it belongs: on quality, strategy, and client service-not busywork or billable-hour math. You'll work on high-value patent portfolios for top-tier technology companies while enjoying true flexibility, strong support, and meaningful autonomy.

In an effort to transform this portfolio, the agency is launching a challenge to gather ideas from industry on how to move these old systems to cloud-native architectures and reduce its technical debt. According to a Tuesday notice on Sam.gov, the agency is forgoing a traditional acquisition in favor of a challenge-based approach. The multi-phase competition will allow the FAA to watch vendors perform, not just pitch.

GitHub is readying a new feature to automate some of the most expensive work in DevOps: the invisible housekeeping no one wants to own. Developers would rather be building features than debugging flaky continuous integration (CI) pipelines, triaging low-quality issues, updating outdated documentation, or closing persistent gaps in test coverage. In order to help developers and enterprises manage the operational drag of maintaining repositories, GitHub is previewing Agentic Workflows, a new feature that uses AI to automate most routine tasks associated with repository hygiene.