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    Insights, updates, and deep dives into edge computing, AI deployment, and building infrastructure for the future.

    Latest Posts

    Shadow AI: the compliance risk hiding in your business
    Loc.ai
    Loc.ai

    Shadow AI: the compliance risk hiding in your business

    14 Jun 2026

    Shadow AI: the compliance risk hiding in your business Someone in your organisation is probably using ChatGPT right now with data they shouldn’t be. Not a threat actor. An analyst under deadline pressure. A clinician who worked out that pasting notes into an AI chatbot saves forty minutes. A lawyer ...

    Someone just pressed the off switch on the future
    Substack
    Joe Ward

    Someone just pressed the off switch on the future

    13 Jun 2026

    The US just pulled the world’s most capable AI model offline, overnight. Here’s why Britain can’t keep betting its future on infrastructure it doesn’t own.

    AI Inference Costs in 2026: Why SaaS Margins Are Being Destroyed and How to Fix It
    Loc.ai
    Loc.ai

    AI Inference Costs in 2026: Why SaaS Margins Are Being Destroyed and How to Fix It

    9 Jun 2026

    Why Inference Costs Are a Different Kind of Problem The 2026 Inference Cost Landscape Per-Token Pricing Is Unpredictable by Design What Most Teams Try First (and Why It Doesn't Work) Prompt Engineering to Reduce Token Count Caching Common Responses Switching to Cheaper Models The Structural Fix: Mov...

    What Is Edge AI? A Plain-English Guide for Developers and Product Teams in 2026
    Loc.ai
    Loc.ai

    What Is Edge AI? A Plain-English Guide for Developers and Product Teams in 2026

    8 Jun 2026

    Table of Contents If your OpenAI bill goes up every time a new user signs up, you have already felt the problem edge AI exists to fix. This guide explains what edge AI is, how it works in 2026, and why product teams are paying attention. No fog computing analogies. No inflated jargon. Just a […]

    Why Your AI Product’s Latency Problem Is a Cloud Problem in 2026
    Loc.ai
    Loc.ai

    Why Your AI Product’s Latency Problem Is a Cloud Problem in 2026

    4 Jun 2026

    Table of Contents The latency problem nobody talks about honestly What actually causes AI inference latency Network round-trips Queue depth and shared infrastructure Cold starts and model loading Why latency matters more than you think The cloud-first assumption is the real problem What edge inferen...

    Locai vs LM Studio in 2026: Developer Local Inference Showdown
    Loc.ai
    Loc.ai

    Locai vs LM Studio in 2026: Developer Local Inference Showdown

    4 Jun 2026

    LM Studio is a solid tool for running models on your laptop. But the moment you try to ship something to real users, it starts showing its limits. This article breaks down where LM Studio works, where

    Locai for Enterprise: Air-Gapped AI Deployment Without the Infrastructure Headache
    Loc.ai
    Loc.ai

    Locai for Enterprise: Air-Gapped AI Deployment Without the Infrastructure Headache

    4 Jun 2026

    Most enterprises in regulated industries are not blocked from AI because of capability. They are blocked because of where the data goes.

    Nvidia’s RTX Spark confirms what we’ve known for years: local AI is the next platform shift
    Loc.ai
    Loc.ai

    Nvidia’s RTX Spark confirms what we’ve known for years: local AI is the next platform shift

    1 Jun 2026

    Nvidia’s RTX Spark chip brings on-device AI to mainstream PCs. We explore what that means for regulated industries, why local AI infrastructure matters, and how Locai already built the runtime and or

    How on-device inference reduces AI inference costs for SaaS products: a viability guide
    Loc.ai
    Loc.ai

    How on-device inference reduces AI inference costs for SaaS products: a viability guide

    22 May 2026

    On-device inference eliminates per-request API costs for 60-80% of SaaS workloads. Here's how the unit economics work, which tasks are ready, and a quick checklist to assess your product.

    Do local LLMs work for SaaS product features? What small models can handle in production today
    Loc.ai
    Loc.ai

    Do local LLMs work for SaaS product features? What small models can handle in production today

    19 May 2026

    Most SaaS AI features run the same bounded tasks repeatedly. Here's what local 3-7B models actually deliver on transcription, summarization, classification, and extraction

    What is on-device AI inference and how do you ship it inside a production product?
    Loc.ai
    Loc.ai

    What is on-device AI inference and how do you ship it inside a production product?

    17 May 2026

    On-device AI inference in production is a different problem than running local models on dev machines. Here's what breaks, how it is solved, and how on-device compares to private server and cloud APIs

    Your team is already using AI. You just haven't sanctioned it yet.
    Loc.ai
    Loc.ai

    Your team is already using AI. You just haven't sanctioned it yet.

    12 May 2026

    Someone on your team opens a browser tab and types a client question into ChatGPT. Not because they're careless.

    What is sovereign AI for regulated organisations — and how do you actually deploy it?
    Loc.ai
    Loc.ai

    What is sovereign AI for regulated organisations — and how do you actually deploy it?

    7 May 2026

    71% of employees already use unsanctioned AI at work. Here's why banning it doesn't work, what sovereign AI means at the organisational level, and how firms deploy it without an 18-month IT project.

    Press Release: Locai Secures Multi-Year Contract to Provide Critical AI Agent Infrastructure at the Edge of Space
    Loc.ai
    Loc.ai

    Press Release: Locai Secures Multi-Year Contract to Provide Critical AI Agent Infrastructure at the Edge of Space

    30 Apr 2026

    Sovereign AI infrastructure platform selected to manage autonomous AI agents in near-space environments, expected to reduce bandwidth usage by up to 95%

    PRESS RELEASE: Locai Raises £1M to Free AI Companies from Big Tech’s 'Cloud Tax'
    Loc.ai
    Loc.ai

    PRESS RELEASE: Locai Raises £1M to Free AI Companies from Big Tech’s 'Cloud Tax'

    22 Apr 2026

    Deep-tech AI company Locai raises a ÂŁ1 million Pre-Seed round led by Fuel Ventures to deliver off-cloud AI infrastructure to the enterprise, making data sovereignty non-negotiable

    When the inference bill arrives, SaaS businesses need to stop asking 'How do I limit how much our biggest users use our AI features?'
    Substack
    Joe Ward

    When the inference bill arrives, SaaS businesses need to stop asking 'How do I limit how much our biggest users use our AI features?'

    25 Mar 2026

    Its toxic and you're making your product worse. Instead you need to start asking 'Why are we paying for inference at all?'

    How to deploy, free, local secure AI agents with OpenClaw and Loc.ai in under 5 minutes
    Loc.ai
    Loc.ai

    How to deploy, free, local secure AI agents with OpenClaw and Loc.ai in under 5 minutes

    17 Mar 2026

    In 2026, relying on cloud-based AI APIs is a cost and security risk to your business - but using tools like Loc.ai you can significantly improve the security of your smart agentic tools.

    The Private, Zero-Cost Alternative to ChatGPT (Set-up in 5 Minutes)
    Loc.ai
    Loc.ai

    The Private, Zero-Cost Alternative to ChatGPT (Set-up in 5 Minutes)

    10 Mar 2026

    In 2026, relying on cloud-based AI APIs is a structural risk to your business. By moving to local inference with frontier models like Qwen 3.5, you can eliminate recurring API fees.

    The Free, Local Alternative to Claude in VS Code (Set-up in 5 Minutes)
    Loc.ai
    Loc.ai

    The Free, Local Alternative to Claude in VS Code (Set-up in 5 Minutes)

    24 Feb 2026

    Stop paying $50/month and hitting token limits. Run DeepSeek-Coder and Qwen2.5-Coder locally in VS Code with Loc.ai —100% free, zero latency.

    Loc.ai Launches to Decouple the AI Economy from Big Tech, Delivering the Open-Source “Cloudflare Moment” for Edge Intelligence
    Loc.ai
    Loc.ai

    Loc.ai Launches to Decouple the AI Economy from Big Tech, Delivering the Open-Source “Cloudflare Moment” for Edge Intelligence

    12 Feb 2026

    Loc.ai has today announced the launch of its open-source infrastructure layer, designed to shatter the industry’s reliance on centralised cloud providers like OpenAI, Google, and Amazon.

    Are we sleepwalking into an economy we don’t own?
    Substack
    Joe Ward

    Are we sleepwalking into an economy we don’t own?

    12 Jan 2026

    With AI driving over 90% of the USA's economic growth last quarter, its tempting to see why we’re trying to hitch our wagon to it - but should we bet it all on something we don’t control?