Ai Automation

Wilmington – October 22, 2026 -- Berkshire, a community management company based in College Station, Texas, moved 83 associations and nearly 14,000 doors onto Vantaca's full platform on September 1 with no disruption to homeowners, boards or day-to-day operations, according to Vantaca.

Berkshire deploys HOAi, Lockbox and Vantaca Pay from day one

The rollout covers three products. HOAi is Vantaca's agentic AI infrastructure, used to automate routine operational tasks. Lockbox automates payment processing to speed cash application and reduce manual reconciliation. Vantaca Pay is an integrated digital payments tool that gives homeowners options for managing assessments and is intended to improve collection rates.

Berkshire runs the portfolio with a 20-person team. It chose Vantaca to bring its offerings into one connected system, so a lean staff can handle a larger portfolio without waiting for growing pains to force a change.

Wilmington, Del. – October 22, 2026 -- Thinking Streams Inc. has launched ThinkingStreams, an agentic marketing automation platform for B2B teams that integrates with Microsoft Dynamics 365 and runs AI agents inside the marketing system rather than in a separate chat window.

Agents draft full campaigns from a single marketer brief

A marketer writes a brief, and the agents plan and draft emails, SMS, landing pages, forms, social posts, blog posts and nurture journeys. Nothing sends or publishes until a person approves it. The company says this removes the manual rebuild that follows drafting copy in a standalone AI tool, which loses brand voice and context.

United States – October 17, 2026 -- ThinkAndor® Remote Patient Monitoring is now available in Epic Toolbox under the Remote Patient Monitoring category, giving health systems an AI-native option that bundles connected devices, automation, workflow integration and clinical staffing.

ThinkAndor RPM prioritizes patients instead of adding to alert queues

The platform continuously analyzes incoming patient data to flag potential clinical concerns and rank patients who may need intervention. Clinicians keep responsibility for clinical judgment but no longer act as the first manual filter for every reading. The pitch targets a known failure point in RPM: more devices produce more readings, alerts and queues for already stretched teams.

San Francisco – October 17, 2026 -- Corgi Insurance placed No. 16 among the 50 top startups in the United States and No. 6 in San Francisco on LinkedIn's 2026 Top Startups lists.

LinkedIn ranks startups on hiring and talent signals

LinkedIn's annual rankings draw on platform data, including employee growth, jobseeker interest and a company's ability to attract talent from leading companies. This year's list spans multiple industries and includes Mercor, Anthropic and Perplexity.

Corgi is building an AI-native commercial carrier

Corgi describes itself as an AI-native, full-stack commercial insurance carrier serving startups and small businesses. It applies technology and automation across the insurance lifecycle, with the aim of making coverage faster and more accessible. The company also plans to expand its offerings across industries and emerging risks.

Dublin – October 15, 2026 -- BrowserStack has made BrowserStack Load Testing generally available, letting teams run up to 1 million API virtual users and 1,000 browser virtual users per test to check web app performance before holiday and festive sales.

The product runs real browsers and API traffic in a single test. BrowserStack argues that server-only load tests no longer show the full picture, because modern web apps build much of each page inside the visitor's browser. A site can pass a server-side test while customers wait on a checkout page that will not load.

Adobe Analytics put Black Friday 2025 peak spending at $12.5 million per minute

The cost of a stalled checkout rises on the busiest shopping days. According to Adobe Analytics, U.S. shoppers spent $12.5 million online every minute during peak hours on Black Friday 2025.

Delray Beach – October 14, 2026 -- The global CAM software market will grow from about USD 4.0 billion in 2026 to USD 6.4 billion by 2031, a CAGR of 9.6%, according to MarketsandMarkets. The market stood at USD 3.7 billion in 2025.

North America is forecast to hold USD 1.4 billion of 2026 market value

North America is expected to be the largest regional market, driven by a dense base of aerospace, automotive and industrial machinery manufacturers. These sectors generate high-volume part-program requirements from prototyping to full-rate production. The report says buyers in the region prefer platforms that plug into the broader enterprise technology stack rather than standalone tools.

For 2025, the software segment is expected to hold the largest market value. The machining and production segment is expected to hold the largest share, and on-premises deployment is expected to hold the largest deployment share.

New York – October 13, 2026 -- U.S. specialty practices in six fields have an estimated $108 billion in annual recoverable revenue, equal to about $125,000 per physician or 11% of annual revenue, according to new research from voice AI vendor Prosper AI. The analysis covers dermatology, ophthalmology, gastroenterology, OB-GYN, primary care and orthopedics.

Four revenue levers add up to $125,000 per physician

Prosper AI splits the gap into four sources:

• $44,800 from answering calls and filling schedules
• $37,400 from bringing patients back for follow-up care
• $28,500 from preventing avoidable denials
• $14,100 from recovering patient balances

One in six calls to specialty practices goes unanswered during office hours, and the share climbs to 81% after hours. Only 54% of patients due for a follow-up visit return on schedule. Another 40% come back late and 6% never return.

Atlanta – September 29, 2026 -- Applied Optoelectronics (NASDAQ: AAOI) has shipped its 1 millionth 1.8GHz amplifier, marking a manufacturing milestone unveiled this week at SCTE TechExpo 2026 in Atlanta. The company is showcasing the achievement alongside new AI-driven network management tools and the public debut of its QuantumWave tunable transport module at booth #H1448 through October 2.

AOI marks 25-plus years of HFC amplifier production with 1 millionth unit shipped

The milestone traces back to 1997, when AOI began building HFC amplifiers under the GainMaker platform as an ODM partner for industry vendors. The company consolidated that manufacturing legacy under the Quantum Bandwidth brand in 2023, pairing hardware with predictive software for autonomous network operations. A functioning golden Quantum 18 HGD amplifier is on display at the booth to mark the occasion.