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AI at Work

51 articles

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  1. TrueFoundry Open-Sources TrueForge Agent Harness to Cut Managed Inference Spend

    Enterprise ML infrastructure platform TrueFoundry has open-sourced its custom agent runtime, TrueForge, under the permissive MIT license. The framework is designed to orchestrate autonomous reasoning loops, tool interactions, and long-running execution across vendor-neutral LLM backends while systematically reducing token overhead and operational compute costs. According to benchmark data published by TrueFoundry, pairing TrueForge with the open-weight GLM-5.2 model completed 11 of 14 enterpris

    AI
    2 min read

  2. Prevalent AI Secures $22M Growth Round to Build Knowledge Graph Context Layer for AI Agents

    London-based enterprise data architecture startup Prevalent AI has secured $22 million in growth capital from Integrity Growth Partners (IGP). The investment represents the first primary institutional capital raised by the company since its founding in 2017. Prevalent AI was co-founded by CEO Paul Stokes and COO Arun Raj, both alumni of the UK’s Government Communications Headquarters (GCHQ). The company had previously operated as a bootstrapped, profitable business focused on resolving complex

    AI
    2 min read

  3. Ramp Launches Router.com Model Gateway with Free Routing Through 2026

    Corporate spend management company Ramp has launched Router.com, a unified AI gateway designed to dynamically direct model inference requests to the lowest-cost model that satisfies a developer's performance requirements. The service, unveiled on August 19, 2026, enters general availability with zero routing fees through 2026, charging customers only standard list prices for consumed tokens and offering $26 in starting credits. Ramp, which oversees more than $200 billion in annual transaction v

    AI
    2 min read

  4. Oracle Health Adds Automated Coding, Dictation, and Chart Review to Clinical AI Agent

    Oracle Health has expanded the capabilities of its Clinical AI Agent in the United States, introducing automated professional fee coding, real-time clinician-controlled dictation, and AI-assisted chart review. The release marks a deliberate expansion beyond ambient clinical documentation into revenue cycle workflows and structured electronic health record retrieval. The update builds on Oracle's ambient listening platform, which transcribes patient encounters and synthesizes clinical notes. By

    AI
    2 min read

  5. AI Accounting Startup Rillet Reaches $1B Valuation with $100M Series C

    AI-native accounting and ERP startup Rillet has secured $100 million in a Series C funding round at a $1 billion valuation, bringing its total funding past $200 million within eighteen months of launch. The round was led by ICONIQ, with continued participation from existing institutional investors Sequoia Capital, Andreessen Horowitz (a16z), and Oak HC/FT. Several new venture firms also joined the syndicate, including Bain Capital Ventures, Battery Ventures, FirstMark, Scale Venture Partners, a

    Rillet
    1 min read

  6. AI FinOps: Cutting LLM Inference Costs by 30-60% Through Model Tiering, Caching, and GPU Optimization

    AI FinOps: Cutting LLM Inference Costs by 30-60% Through Model Tiering, Caching, and GPU Optimization Inference costs have become the second-largest line item in enterprise AI budgets, trailing only talent spend according to RapidData's State of Enterprise AI 2026. This shift represents a fundamental inversion from the 2021-2023 era when training dominated AI expenditure. The compounding nature of serving costs—accumulating every hour as long as users hit the API—means that even modest producti

    AI
    4 min read

  7. Snowflake Adds Dynamic Model Routing to Cortex AI Gateway to Cut Inference Spend

    Snowflake has introduced dynamic model routing into its Cortex AI Gateway, allowing enterprise developers to automate large language model selection instead of binding agentic workloads to static endpoints. According to internal benchmarks reported by the company, automated routing can reduce token expenditure by up to 3x across mixed workloads by directing routine queries away from expensive frontier models toward lightweight architectures. The Inference Cost Bottleneck in Agentic Workflows

    AI
    2 min read

  8. Anthropic Revenue Run Rate Tops $65 Billion Ahead of Planned Public Listing

    Anthropic's annualized revenue run rate reached approximately $65 billion at the end of July 2026, according to reporting by Bloomberg on August 17, with corroborating details reported by Reuters and Axios. The figure marks an $18 billion expansion over two months from the $47 billion run rate reported during Anthropic's Series H financing in late May, and up from $9 billion at the close of 2025. The acceleration highlights deepening enterprise adoption of Claude across corporate workflows, wit

    AI
    2 min read

  9. An AI Agent Just Fired a Human Employee

    An AI agent running a San Francisco retail store has fired its first human worker, marking what researchers call a watershed moment for AI's role in the economy. The experiment Since April 2026, an AI agent named Luna has managed Andon Market, a physical retail store in San Francisco operated by Andon Labs. Luna handles everything a store manager does: posting job listings, conducting phone interviews, sending offer emails, setting schedules, approving time off, and negotiating salaries. The

    AI
    3 min read

  10. Anthropic Opens Self-Hosted Environments for Claude Code, Moving Sessions Onto Customer Infrastructure

    Anthropic has opened a public beta of self-hosted environments for Claude Code, letting organizations run coding-agent cloud sessions on servers they control instead of Anthropic's infrastructure. The option is available to Claude Team and Enterprise customers and is off by default. Anthropic announced the move on August 6, 2026. A session started from the web, mobile, desktop, the terminal, or a scheduled routine runs inside the organization's network, alongside its internal services, toolchai

    Anthropic
    2 min read