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AI/data/automation with enterprise finance implications

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Guidde Secures $50M Series B Funding Led by PSG Equity
Deals•Feb 25, 2026

Guidde Secures $50M Series B Funding Led by PSG Equity

Israeli AI Digital Adoption Platform Guidde announced an oversubscribed $50 million Series B round led by PSG Equity. The funding will accelerate the company's video‑based AI training platform for enterprise workflows, expanding its customer base of 4,500 enterprises. The round underscores growing investor interest in AI‑driven knowledge infrastructure.

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Echo Secures $35M Series A to Build AI‑Driven Secure Cloud Base Layer
Deals•Dec 16, 2025

Echo Secures $35M Series A to Build AI‑Driven Secure Cloud Base Layer

Israeli startup Echo announced a $35 million Series A round to commercialize its AI‑powered platform that rebuilds and hardens container base images. The round, led by N47 with participation from Notable Capital, Hyperwise Ventures and SentinelOne, brings Echo’s total funding to...

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Marble Secures $9M Seed Round to Launch AI-Powered Tax Research Tool
Deals•Dec 11, 2025

Marble Secures $9M Seed Round to Launch AI-Powered Tax Research Tool

Marble, an AI startup for tax professionals, announced a $9 million seed funding round led by Susa Ventures with participation from MXV Capital and Konrad Capital. The capital will fuel the rollout of its free AI-driven tax research platform and...

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Ascentra Labs Secures $2M Seed Funding Led by NAP
Deals•Dec 2, 2025

Ascentra Labs Secures $2M Seed Funding Led by NAP

London‑based AI startup Ascentra Labs announced a $2 million seed round on Monday, led by Berlin venture firm NAP with participation from several founder‑angels. The funding will fuel the company’s U.S. expansion and go‑to‑market efforts targeting consulting firms.

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HumanSignal Acquires Erud AI to Boost Data Collection Capabilities
Deals•Nov 21, 2025

HumanSignal Acquires Erud AI to Boost Data Collection Capabilities

HumanSignal announced the acquisition of Erud AI earlier this month, expanding its Frontier Data Labs for novel data collection. The deal, disclosed without a financial figure, aims to strengthen HumanSignal's position in enterprise AI data labeling and evaluation services.

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The $5 Million Lesson: Why Accessibility Should Be Part of Your Risk Plan
News•Nov 20, 2025

The $5 Million Lesson: Why Accessibility Should Be Part of Your Risk Plan

Fashion Nova settled a class‑action web‑accessibility lawsuit for $5.15 million, the second‑largest such settlement after Target’s 2008 case. The dispute, which began with a single blind consumer’s complaint in 2020, escalated over five years and more than 200 filings, highlighting the...

By VentureBeat
OpenAI Debuts GPT‑5.1-Codex-Max Coding Model and It Already Completed a 24-Hour Task Internally
News•Nov 19, 2025

OpenAI Debuts GPT‑5.1-Codex-Max Coding Model and It Already Completed a 24-Hour Task Internally

OpenAI has launched GPT‑5.1‑Codex‑Max, a new agentic coding model that replaces GPT‑5.1‑Codex as the default in its Codex developer environment. The model introduces a compaction mechanism that enables long‑horizon reasoning across millions of tokens, cutting token usage by about 30%...

By VentureBeat
The Google Search of AI Agents? Fetch Launches ASI:One and Business Tier for New Era of Non-Human Web
News•Nov 19, 2025

The Google Search of AI Agents? Fetch Launches ASI:One and Business Tier for New Era of Non-Human Web

Fetch AI announced a trio of products—ASI:One, Fetch Business, and Agentverse—aimed at building an "Agentic Web" where personal AI assistants can securely coordinate with verified brand agents to execute multi‑step transactions. ASI:One serves as an orchestration layer that stores user...

By VentureBeat
OpenCV Founders Launch AI Video Startup to Take on OpenAI and Google
News•Nov 19, 2025

OpenCV Founders Launch AI Video Startup to Take on OpenAI and Google

OpenCV co‑founder Victor Erukhimov has launched CraftStory, an AI video startup that emerged from stealth with a $2 million seed round backed by Andrew Filev. The company’s Model 2.0 uses a parallelized diffusion architecture and high‑quality proprietary footage to generate coherent human‑centric...

By VentureBeat
VentureBeat Launches “Beyond the Pilot” — a New Podcast Series Exploring How Enterprise AI Gets Real
News•Nov 19, 2025

VentureBeat Launches “Beyond the Pilot” — a New Podcast Series Exploring How Enterprise AI Gets Real

VentureBeat is launching a new flagship podcast, "Beyond the Pilot: Enterprise AI in Action," premiering on November 19 and sponsored by Outshift by Cisco. The series will feature candid, technically rigorous conversations with senior AI leaders from companies such as...

By VentureBeat
CraftStory Raises $2M to Launch AI Video Generation Platform
Deals•Nov 19, 2025

CraftStory Raises $2M to Launch AI Video Generation Platform

AI startup CraftStory, founded by OpenCV creators, announced a $2 million seed round led by investor Andrew Filev. The funding will support its Model 2.0 system that generates five‑minute human‑centric videos for enterprise training and marketing.

VentureBeat
Google Unveils Gemini 3 Claiming the Lead in Math, Science, Multimodal and Agentic AI Benchmarks
News•Nov 18, 2025

Google Unveils Gemini 3 Claiming the Lead in Math, Science, Multimodal and Agentic AI Benchmarks

Google unveiled Gemini 3, its latest proprietary AI model family—including flagship Gemini 3 Pro, Deep Think reasoning mode, Gemini Agent and the Antigravity developer environment—across Search, the Gemini app, AI Studio, Vertex AI and other developer tools. Independent benchmarks (Artificial Analysis, LMArena) rank Gemini 3 Pro as the global...

By VentureBeat
Writer's AI Agents Can Actually Do Your Work—Not Just Chat About It
News•Nov 18, 2025

Writer's AI Agents Can Actually Do Your Work—Not Just Chat About It

Writer, a San Francisco AI startup, launched Writer Agent, a unified chat‑plus‑automation platform that lets non‑technical employees create and run multi‑step business workflows across apps like Salesforce, Slack and Google Workspace without coding. Users can issue plain‑language requests, have the...

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Microsoft's Fabric IQ Teaches AI Agents to Understand Business Operations, Not Just Data Patterns
News•Nov 18, 2025

Microsoft's Fabric IQ Teaches AI Agents to Understand Business Operations, Not Just Data Patterns

Microsoft unveiled Fabric IQ at its Ignite conference, a semantic intelligence layer that embeds ontologies into the Fabric data platform to map datasets to real‑world entities, relationships and operational rules. The technology upgrades Power BI’s 20 million semantic models into enterprise‑wide ontologies,...

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Microsoft Remakes Windows for an Era of Autonomous AI Agents
News•Nov 18, 2025

Microsoft Remakes Windows for an Era of Autonomous AI Agents

Microsoft announced at its Ignite conference that Windows 11 will become an "agentic OS" by embedding native infrastructure for autonomous AI agents, including new platform primitives such as Agent Connectors, an on‑device registry for the Model Context Protocol, and a...

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How AI Tax Startup Blue J Torched Its Entire Business Model for ChatGPT—And Became a $300 Million Company
News•Nov 18, 2025

How AI Tax Startup Blue J Torched Its Entire Business Model for ChatGPT—And Became a $300 Million Company

In the winter of 2022, as the tech world was becoming mesmerized by the sudden, explosive arrival of OpenAI’s ChatGPT, Benjamin Alarie faced a pivotal choice. His legal tech startup, Blue J, had a respectable business built on the AI...

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Google Antigravity Introduces Agent-First Architecture for Asynchronous, Verifiable Coding Workflows
News•Nov 18, 2025

Google Antigravity Introduces Agent-First Architecture for Asynchronous, Verifiable Coding Workflows

Google has launched Antigravity, an agent‑first coding platform that lets development teams build and run autonomous coding agents powered by Gemini 3 and other leading LLMs such as Anthropic’s Sonnet 4.5 and open‑source GPT models. The service is now in public preview...

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Microsoft’s Agent 365 Shifts AI Agents From Sandbox Tools to Enterprise-Grade Infrastructure
News•Nov 18, 2025

Microsoft’s Agent 365 Shifts AI Agents From Sandbox Tools to Enterprise-Grade Infrastructure

Microsoft unveiled Agent 365 at its Ignite conference, positioning it as a unified control plane that delivers observability, governance, and security for AI agents across the enterprise. The platform supports both Microsoft‑built and third‑party agents—such as those from Adobe, Databricks,...

By VentureBeat
For AI to Succeed in the SOC, CISOs Need to Remove Legacy Walls Now
News•Nov 17, 2025

For AI to Succeed in the SOC, CISOs Need to Remove Legacy Walls Now

The article argues that for AI to be effective in security operation centers, CISOs must dismantle legacy tool sprawl and governance bottlenecks by adopting unified single‑agent architectures like CrowdStrike Falcon that consolidate telemetry across endpoints, cloud, identity and threat intel....

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Baidu Unveils Proprietary ERNIE 5 Beating GPT-5 Performance on Charts, Document Understanding and More
News•Nov 13, 2025

Baidu Unveils Proprietary ERNIE 5 Beating GPT-5 Performance on Charts, Document Understanding and More

Baidu announced ERNIE 5.0, a proprietary omni‑modal foundation model that the company claims matches or outperforms OpenAI’s GPT‑5‑High and Google’s Gemini 2.5 Pro on benchmarks for document understanding, chart reasoning, vision‑language tasks, and language coding. The model is delivered through Baidu’s...

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Meta’s SPICE Framework Lets AI Systems Teach Themselves to Reason
News•Nov 11, 2025

Meta’s SPICE Framework Lets AI Systems Teach Themselves to Reason

Researchers at Meta FAIR and the National University of Singapore unveiled SPICE, a self‑play reinforcement‑learning framework where a single model assumes two roles—a Challenger that crafts problems from a large document corpus and a Reasoner that solves them without access...

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Only 9% of Developers Think AI Code Can Be Used without Human Oversight, BairesDev Survey Reveals
News•Nov 11, 2025

Only 9% of Developers Think AI Code Can Be Used without Human Oversight, BairesDev Survey Reveals

BairesDev’s Q4 Dev Barometer surveyed 501 senior developers and 19 project managers, finding that 65% expect AI to reshape their roles by 2026, moving from hands‑on coding to solution design and architecture. Sixty‑one percent plan to embed AI‑generated code in their workflows,...

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Chronosphere Takes on Datadog with AI that Explains Itself, Not Just Outages
News•Nov 10, 2025

Chronosphere Takes on Datadog with AI that Explains Itself, Not Just Outages

Chronosphere, the $1.6 billion New‑York observability startup, announced AI‑Guided Troubleshooting built around a Temporal Knowledge Graph that continuously maps services, dependencies and change events. The feature delivers data‑backed “Suggestions,” investigation notebooks and natural‑language queries, keeping engineers in control by showing the...

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How Context Engineering Can Save Your Company From AI Vibe Code Overload: Lessons From Qodo and Monday.com
News•Nov 10, 2025

How Context Engineering Can Save Your Company From AI Vibe Code Overload: Lessons From Qodo and Monday.com

Monday.com’s 500‑plus‑engineer organization integrated Qodo’s AI‑powered code‑review platform, which uses "context engineering" to ingest code diffs, prior discussions, documentation and test data, effectively acting as an additional developer. The tool learns from the company’s own repositories and Slack threads, surfacing...

By VentureBeat
Baseten Takes on Hyperscalers with New AI Training Platform that Lets You Own Your Model Weights
News•Nov 10, 2025

Baseten Takes on Hyperscalers with New AI Training Platform that Lets You Own Your Model Weights

Baseten, now valued at $2.15 billion, announced the general availability of Baseten Training, an AI model‑training platform that lets enterprises fine‑tune open‑source models while retaining full ownership of their weights. The service provides multi‑cloud GPU orchestration, sub‑minute job scheduling, automated checkpointing...

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Celosphere 2025: Where Enterprise AI Moved From Experiment to Execution
News•Nov 10, 2025

Celosphere 2025: Where Enterprise AI Moved From Experiment to Execution

Celonis used its Celosphere 2025 event to declare that enterprise AI is moving from experimental pilots to measurable execution, noting that only 11% of firms currently see AI benefits because of a context problem. The company showcased a "living digital...

By VentureBeat
Snowflake Builds New Intelligence that Goes Beyond RAG to Query and Aggregate Thousands of Documents at Once
News•Nov 4, 2025

Snowflake Builds New Intelligence that Goes Beyond RAG to Query and Aggregate Thousands of Documents at Once

Snowflake unveiled Snowflake Intelligence at its BUILD 2025 conference, featuring Agentic Document Analytics that lets users run SQL‑like queries across thousands of unstructured documents. The new capability treats documents as queryable data sources, extracting and indexing content via Cortex AISQL...

By VentureBeat
AI Coding Transforms Data Engineering: How dltHub's Open-Source Python Library Helps Developers Create Data Pipelines for AI in Minutes
News•Nov 3, 2025

AI Coding Transforms Data Engineering: How dltHub's Open-Source Python Library Helps Developers Create Data Pipelines for AI in Minutes

Berlin‑based dltHub, the creator of the open‑source dlt Python library, announced an $8 million seed round led by Bessemer Venture Partners. The dlt library, now at 3 million monthly downloads and used by over 5,000 enterprises, lets Python developers spin up production...

By VentureBeat
DltHub Secures $8M Seed Round Led by Bessemer Venture Partners
Deals•Nov 3, 2025

DltHub Secures $8M Seed Round Led by Bessemer Venture Partners

Berlin‑based dltHub announced an $8 million seed funding round today, led by Bessemer Venture Partners. The capital will fuel the development of its cloud‑hosted platform that extends the open‑source dlt library for AI‑native data pipelines. The round underscores growing investor interest...

VentureBeat
CrowdStrike & NVIDIA’s Open Source AI Gives Enterprises the Edge Against Machine-Speed Attacks
News•Nov 1, 2025

CrowdStrike & NVIDIA’s Open Source AI Gives Enterprises the Edge Against Machine-Speed Attacks

CrowdStrike and NVIDIA unveiled an open‑source AI ecosystem that pairs CrowdStrike’s Charlotte AI agents with NVIDIA’s Nemotron foundation models, synthetic‑data tools, and NIM microservices. The agents continuously ingest telemetry from Falcon Complete’s managed detection and response service, delivering autonomous threat...

By VentureBeat
Meet Aardvark, OpenAI’s Security Agent for Code Analysis and Patching
News•Oct 30, 2025

Meet Aardvark, OpenAI’s Security Agent for Code Analysis and Patching

OpenAI has launched Aardvark, a GPT‑5‑powered autonomous security‑researcher agent now in private beta, that continuously analyzes code, validates exploits and generates patches. The agent follows a four‑stage pipeline—threat modeling, commit‑level scanning, sandbox validation and automated patching—integrated with GitHub and Codex,...

By VentureBeat
The Missing Data Link in Enterprise AI: Why Agents Need Streaming Context, Not Just Better Prompts
News•Oct 29, 2025

The Missing Data Link in Enterprise AI: Why Agents Need Streaming Context, Not Just Better Prompts

Confluent unveiled a real‑time context engine that couples Apache Kafka event streaming with Apache Flink stream processing, and released an open‑source Flink Agents framework to give enterprise AI agents continuous, low‑latency data context. The platform creates materialized views from live...

By VentureBeat
Fortanix and NVIDIA Partner on AI Security Platform for Highly Regulated Industries
News•Oct 28, 2025

Fortanix and NVIDIA Partner on AI Security Platform for Highly Regulated Industries

Fortanix Inc. and NVIDIA unveiled a joint turnkey AI platform that leverages NVIDIA’s confidential‑computing GPUs to run agentic AI in on‑premises or sovereign environments, targeting highly regulated sectors such as healthcare, finance and government. The solution integrates Fortanix’s Data Security...

By VentureBeat
GitHub's Agent HQ Aims to Solve Enterprises' Biggest AI Coding Problem: Too Many Agents, No Central Control
News•Oct 28, 2025

GitHub's Agent HQ Aims to Solve Enterprises' Biggest AI Coding Problem: Too Many Agents, No Central Control

GitHub unveiled Agent HQ at its Universe 2025 conference, turning the platform into a unified control plane that lets enterprises manage AI coding agents from Anthropic, OpenAI, Google, Cognition, xAI and others within a single interface. The service, bundled with...

By VentureBeat
Research Finds that 77% of Data Engineers Have Heavier Workloads Despite AI Tools: Here's Why and What to Do About...
News•Oct 23, 2025

Research Finds that 77% of Data Engineers Have Heavier Workloads Despite AI Tools: Here's Why and What to Do About...

A survey of 400 senior tech executives by MIT Technology Review Insights and Snowflake finds 77% of data engineers report heavier workloads despite widespread AI tool adoption, with 83% of organizations using AI data tools and engineers' time on AI...

By VentureBeat
World's Largest Open-Source Multimodal Dataset Delivers 17x Training Efficiency, Unlocking Enterprise AI that Connects Documents, Audio and Video
News•Oct 17, 2025

World's Largest Open-Source Multimodal Dataset Delivers 17x Training Efficiency, Unlocking Enterprise AI that Connects Documents, Audio and Video

Encord today released EMM-1, the largest open-source multimodal dataset with 1 billion paired examples and 100 million data groups across five modalities (text, image, video, audio and 3D point clouds), paired with an EBind training methodology that emphasizes data quality...

By VentureBeat
Weaponized AI Can Dismantle Patches in 72 Hours — but Ivanti's Kernel Defense Can Help
News•Oct 10, 2025

Weaponized AI Can Dismantle Patches in 72 Hours — but Ivanti's Kernel Defense Can Help

Adversaries from cybercrime gangs to nation-state cyberattack squads are fine-tuning weaponized AI with the goal of defeating new patches in 3 days or less. The quicker the attack, the more time to explore a victim’s network, exfiltrate data, install ransomware...

By VentureBeat

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