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      <title>OpenKit Blog</title>
      <link>https://openkit.co.uk</link>
      <description>Articles from OpenKit</description>
      
        <item>
          <title><![CDATA[What seven UK AI audits kept finding]]></title>
          <link>https://openkit.co.uk/blog/posts/what-seven-uk-ai-audits-kept-finding</link>
          <guid>https://openkit.co.uk/blog/posts/what-seven-uk-ai-audits-kept-finding</guid>
          <pubDate>Mon, 17 Aug 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[Seven AI audits, and the same findings kept surfacing: ungoverned personal AI, the ask to search the firm's own documents, and data deciding the route.]]></description>
        </item>
        <item>
          <title><![CDATA[Kensington and Chelsea joins Air Aware]]></title>
          <link>https://openkit.co.uk/blog/posts/air-aware-kensington-and-chelsea</link>
          <guid>https://openkit.co.uk/blog/posts/air-aware-kensington-and-chelsea</guid>
          <pubDate>Mon, 10 Aug 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[The Royal Borough of Kensington and Chelsea has joined Air Aware, the public air-quality assistant OpenKit built with London boroughs. Here is what changed.]]></description>
        </item>
        <item>
          <title><![CDATA[Inside the Rubrical build: measuring the 52%]]></title>
          <link>https://openkit.co.uk/blog/posts/inside-the-rubrical-build</link>
          <guid>https://openkit.co.uk/blog/posts/inside-the-rubrical-build</guid>
          <pubDate>Wed, 08 Jul 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[How OpenKit built Rubrical for the DfE: a private AI stack, continuous evaluation, and teachers signing every grade. Teachers report 52% less marking time.]]></description>
        </item>
        <item>
          <title><![CDATA[What an AI audit actually looks like]]></title>
          <link>https://openkit.co.uk/blog/posts/what-an-ai-audit-actually-looks-like</link>
          <guid>https://openkit.co.uk/blog/posts/what-an-ai-audit-actually-looks-like</guid>
          <pubDate>Wed, 08 Jul 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[Inside an OpenKit AI audit: how we find the work AI can take on, how candidate workflows get ranked, and what the written report and roadmap actually contain.]]></description>
        </item>
        <item>
          <title><![CDATA[Write the AI charter before you buy the AI]]></title>
          <link>https://openkit.co.uk/blog/posts/write-the-ai-charter-before-you-buy-the-ai</link>
          <guid>https://openkit.co.uk/blog/posts/write-the-ai-charter-before-you-buy-the-ai</guid>
          <pubDate>Wed, 08 Jul 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[An AI charter decides your position before you buy: what your AI policy allows, what stays human, who signs it, and how it filters vendors.]]></description>
        </item>
        <item>
          <title><![CDATA[Adopting AI in UK financial services: what is safe to deploy]]></title>
          <link>https://openkit.co.uk/blog/posts/adopting-ai-uk-financial-services</link>
          <guid>https://openkit.co.uk/blog/posts/adopting-ai-uk-financial-services</guid>
          <pubDate>Fri, 29 May 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[How UK financial firms can adopt AI in line with FCA and Consumer Duty expectations, where SS1/23 model risk applies, and what is safe to deploy.]]></description>
        </item>
        <item>
          <title><![CDATA[What does an AI consultant do? A plain definition]]></title>
          <link>https://openkit.co.uk/blog/posts/what-does-an-ai-consultant-do</link>
          <guid>https://openkit.co.uk/blog/posts/what-does-an-ai-consultant-do</guid>
          <pubDate>Mon, 25 May 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[An AI consultant audits your business, finds the work AI can usefully take over, then builds and governs it. Here is what the role covers and who needs one.]]></description>
        </item>
        <item>
          <title><![CDATA[AI agents for business: a UK implementation guide]]></title>
          <link>https://openkit.co.uk/blog/posts/ai-agents-implementation-guide-uk</link>
          <guid>https://openkit.co.uk/blog/posts/ai-agents-implementation-guide-uk</guid>
          <pubDate>Mon, 13 Apr 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[How UK teams ship AI agents that survive real multi-step workflows: the architecture that holds up, and what breaks between demo and production.]]></description>
        </item>
        <item>
          <title><![CDATA[EU AI Act for UK businesses: does it apply, and ISO 42001]]></title>
          <link>https://openkit.co.uk/blog/posts/eu-ai-act-uk-compliance-guide</link>
          <guid>https://openkit.co.uk/blog/posts/eu-ai-act-uk-compliance-guide</guid>
          <pubDate>Mon, 06 Apr 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[Does the EU AI Act apply to UK businesses, what the December 2027 high-risk deferral changes, and how its duties map onto ISO 42001 controls.]]></description>
        </item>
        <item>
          <title><![CDATA[How to choose an AI consultancy in the UK (and when to build in-house)]]></title>
          <link>https://openkit.co.uk/blog/posts/ai-consultancy-vs-in-house-team-uk</link>
          <guid>https://openkit.co.uk/blog/posts/ai-consultancy-vs-in-house-team-uk</guid>
          <pubDate>Sat, 28 Mar 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[How to choose a UK AI consultancy: an evaluation scorecard, the questions vendors dodge, and an honest read on when building an in-house team wins instead.]]></description>
        </item>
        <item>
          <title><![CDATA[AI development cost: why UK quotes vary so much]]></title>
          <link>https://openkit.co.uk/blog/posts/ai-development-cost-uk-guide</link>
          <guid>https://openkit.co.uk/blog/posts/ai-development-cost-uk-guide</guid>
          <pubDate>Wed, 18 Mar 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[What you pay comes down to how ready your data is, how many systems the AI touches, and how much governance it carries. Plus the costs most quotes leave out.]]></description>
        </item>
        <item>
          <title><![CDATA[Bespoke AI development UK: what it takes]]></title>
          <link>https://openkit.co.uk/blog/posts/bespoke-ai-development-uk-guide</link>
          <guid>https://openkit.co.uk/blog/posts/bespoke-ai-development-uk-guide</guid>
          <pubDate>Sat, 14 Mar 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[What commissioning bespoke AI actually takes, from the decisions that drive the cost to the mistakes that sink projects. Written by the team that builds them.]]></description>
        </item>
        <item>
          <title><![CDATA[How to calculate AI ROI without fooling yourself]]></title>
          <link>https://openkit.co.uk/blog/posts/business-case-for-ai-roi-calculation</link>
          <guid>https://openkit.co.uk/blog/posts/business-case-for-ai-roi-calculation</guid>
          <pubDate>Mon, 12 Jan 2026 00:00:00 GMT</pubDate>
          <description><![CDATA[The formula that survives a finance review, and the costs most proposals leave out. Your adoption assumption is where most business cases fall apart.]]></description>
        </item>
        <item>
          <title><![CDATA[Private AI vs public AI: where your data goes]]></title>
          <link>https://openkit.co.uk/blog/posts/private-ai-vs-public-ai-business-guide</link>
          <guid>https://openkit.co.uk/blog/posts/private-ai-vs-public-ai-business-guide</guid>
          <pubDate>Tue, 16 Dec 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[Where your data goes in each setup, what changes for security and cost, and a UK data-residency checklist you can take into a vendor review.]]></description>
        </item>
        <item>
          <title><![CDATA[AI development agencies for London enterprises]]></title>
          <link>https://openkit.co.uk/blog/posts/leading-ai-development-agencies-london-enterprise</link>
          <guid>https://openkit.co.uk/blog/posts/leading-ai-development-agencies-london-enterprise</guid>
          <pubDate>Fri, 14 Nov 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[Ten AI development agencies that come up on London enterprise shortlists, what each one publishes about its own work, and where each one is actually based.]]></description>
        </item>
        <item>
          <title><![CDATA[OpenKit AI Growth with Innovate UK]]></title>
          <link>https://iuk-business-connect.org.uk/casestudy/openkit-cracks-the-code-for-ai-growth-with-innovate-uk-support/</link>
          <guid>https://iuk-business-connect.org.uk/casestudy/openkit-cracks-the-code-for-ai-growth-with-innovate-uk-support/</guid>
          <pubDate>Thu, 09 Oct 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[How Innovate UK Business Growth support helped OpenKit sharpen its AI positioning, win major contracts, and build international opportunities.]]></description>
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        <item>
          <title><![CDATA[Private AI implementation guide for business]]></title>
          <link>https://openkit.co.uk/blog/posts/private-ai-implementation-guide-secure-innovation-without-risk</link>
          <guid>https://openkit.co.uk/blog/posts/private-ai-implementation-guide-secure-innovation-without-risk</guid>
          <pubDate>Fri, 08 Aug 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[How to run AI without sending data to public models: what the training risk really is, the deployment options, and where private AI fits.]]></description>
        </item>
        <item>
          <title><![CDATA[Generative AI consulting: what a consultant does]]></title>
          <link>https://openkit.co.uk/blog/posts/generative-ai-consulting</link>
          <guid>https://openkit.co.uk/blog/posts/generative-ai-consulting</guid>
          <pubDate>Mon, 28 Jul 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[What a generative AI consultant actually does: find where AI fits, build automation, knowledge search, and co-pilots, and prove the value.]]></description>
        </item>
        <item>
          <title><![CDATA[Is AI consulting worth it? How to decide]]></title>
          <link>https://openkit.co.uk/blog/posts/ai-consulting-uk-business-guide</link>
          <guid>https://openkit.co.uk/blog/posts/ai-consulting-uk-business-guide</guid>
          <pubDate>Fri, 06 Jun 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[What an engagement involves stage by stage, what each stage hands you, and the questions that separate a firm that talks about AI from one that has shipped it.]]></description>
        </item>
        <item>
          <title><![CDATA[AI marking for teachers: how Rubrical works]]></title>
          <link>https://openkit.co.uk/blog/posts/ai-assessment-tool-for-uk-teachers</link>
          <guid>https://openkit.co.uk/blog/posts/ai-assessment-tool-for-uk-teachers</guid>
          <pubDate>Wed, 04 Jun 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[Rubrical is an AI marking assistant OpenKit built for the DfE. Teachers report 52% less marking time, and every grade stays teacher-signed.]]></description>
        </item>
        <item>
          <title><![CDATA[What Is AI and How Can It Help My Business?]]></title>
          <link>https://openkit.co.uk/blog/posts/what-is-ai-and-how-can-it-help-my-business</link>
          <guid>https://openkit.co.uk/blog/posts/what-is-ai-and-how-can-it-help-my-business</guid>
          <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[A plain guide to AI for business owners: what AI is, the real use cases, the honest costs, and how to find where it fits with a free readiness check.]]></description>
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        <item>
          <title><![CDATA[Open source tools for generative AI: KILN and vLLM]]></title>
          <link>https://openkit.co.uk/blog/posts/essential-open-source-tools-generative-ai</link>
          <guid>https://openkit.co.uk/blog/posts/essential-open-source-tools-generative-ai</guid>
          <pubDate>Mon, 19 May 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[The open source tools OpenKit uses to build, evaluate, and self-host generative AI: KILN for rigorous evaluation and vLLM for private, efficient inference.]]></description>
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        <item>
          <title><![CDATA[What Are AI Agents, and Where Do They Help?]]></title>
          <link>https://openkit.co.uk/blog/posts/what-are-ai-agents</link>
          <guid>https://openkit.co.uk/blog/posts/what-are-ai-agents</guid>
          <pubDate>Thu, 16 Jan 2025 00:00:00 GMT</pubDate>
          <description><![CDATA[What AI agents are, where they earn their keep in UK businesses, and a simple test for whether you need an agent or a plain workflow rule would do.]]></description>
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          <title><![CDATA[How UK law firms adopt AI safely under SRA duties]]></title>
          <link>https://openkit.co.uk/blog/posts/uk-law-firms-ai-productivity-gains</link>
          <guid>https://openkit.co.uk/blog/posts/uk-law-firms-ai-productivity-gains</guid>
          <pubDate>Wed, 13 Nov 2024 00:00:00 GMT</pubDate>
          <description><![CDATA[How law firms adopt AI without breaching SRA confidentiality and privilege duties: the real risks, the controls that make it safe, and where it earns its place.]]></description>
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          <title><![CDATA[OpenKit AI for smart cities in South Korea]]></title>
          <link>https://openkit.co.uk/blog/posts/openkit-smart-cities-korea-innovation</link>
          <guid>https://openkit.co.uk/blog/posts/openkit-smart-cities-korea-innovation</guid>
          <pubDate>Mon, 11 Nov 2024 00:00:00 GMT</pubDate>
          <description><![CDATA[OpenKit joined the Innovate UK GBIP programme in South Korea, presenting AI solutions for smart cities at the World Smart City Expo.]]></description>
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          <title><![CDATA[AI and Software Development, Newcastle]]></title>
          <link>https://openkit.co.uk/blog/posts/software-development-newcastle-north-east-durham</link>
          <guid>https://openkit.co.uk/blog/posts/software-development-newcastle-north-east-durham</guid>
          <pubDate>Tue, 23 May 2023 00:00:00 GMT</pubDate>
          <description><![CDATA[OpenKit builds custom AI and software for North East businesses from our Durham office, with IoT, mobile, and web work across Newcastle.]]></description>
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