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A small charity office at a converted terraced house, mid-morning light through a sash window, a volunteer fundraising manager at a laptop reviewing a donor spreadsheet next to a stack of paper collec

Beacon or Donorfy for a Small UK Charity's Fundraising CRM

For UK charities under 2,000 supporters, Beacon's flat Starter pricing to 2,000 contacts undercuts Donorfy's banded Professional pricing once a charity passes 1,000 constituents, and Beacon also includes case management tools Donorfy lacks. Donorfy's free Essentials tier and Small Donations Scheme support still suit smaller or cash-collection-heavy charities. Both submit Gift Aid claims direct to HMRC and appear on HMRC's official recognised supplier list.

Andrew McLean 29 September 2026
Vector Databases and Graph Databases Explained, and Who Actually Sells Them

Vector Databases and Graph Databases Explained, and Who Actually Sells Them

This piece explains vector databases (meaning as coordinates, similarity search, retrieval-augmented generation) and graph databases (entities and relationships as first-class records) in plain English, then shows why AI agents moved both from niche to mainstream through RAG, agent memory and GraphRAG, including Microsoft's open-source GraphRAG work. It maps the vendor landscape as checked against vendor sites on 6 August 2026 — Pinecone, Weaviate, Qdrant, Milvus/Zilliz and Chroma; vector search inside Postgres, MongoDB, Elastic, Redis and the hyperscalers including Amazon S3 Vectors; Neo4j, Neptune, Memgraph, Arango, TigerGraph and FalkorDB in graph; Zep, Mem0 and Letta in agent memory — with UK hosting availability, published pricing, the documented cost-unpredictability of usage-based tiers, and the requirement-led questions that decide whether a dedicated purchase is needed at all.

Daniel Thomas 15 September 2026
Running Chinese Open-Weight AI Models Privately in a UK Organisation

Running Chinese Open-Weight AI Models Privately in a UK Organisation

Chinese labs now publish frontier-class model weights under MIT and Apache 2.0 licences, and a UK organisation can run them entirely on its own infrastructure. This piece separates the hosted-API route, which triggers restricted international transfers under UK GDPR, from self-hosting, which triggers none. It verifies each current model's licence at source, sets out the hardware tiers from a single workstation to an eight-GPU node, prices self-hosting against the official APIs, and reports the documented evidence on censorship, jailbreak resistance and code security from NIST, CrowdStrike and Booz Allen, alongside the absence of any UK guidance naming Chinese-origin models.

Daniel Thomas 21 August 2026
What European Governments Have Actually Achieved With Open Source

What European Governments Have Actually Achieved With Open Source

Four European public-sector open-source programmes are routinely cited together as though they were one movement. They are at very different stages and rest on very different evidence. France's Gendarmerie has run Linux since 2008, reaching 103,164 workstations with cost figures documented by the European Commission. Schleswig-Holstein is around 80 per cent through a 30,000-workstation migration. France's reported government-wide directive covering 2.5 million workstations has no published founding document. Denmark's pilot was publicly scaled back by its own ministry. This sorts them by evidence, sets out what the UK is doing instead, and draws out what a UK department can actually use.

19 August 2026
What the CMA's Cloud Commitments Actually Change for a UK Business

What the CMA's Cloud Commitments Actually Change for a UK Business

On 31 March 2026 the CMA announced it would not open the Strategic Market Status investigations its cloud market investigation had recommended, accepting voluntary commitments from AWS and Microsoft instead. For anyone running cloud infrastructure in the UK, that produced a set of dated, checkable changes: switching windows extended to 180 days, at-cost multi-cloud egress, direct datacentre connections between rival platforms, and contractual addenda that convert discretionary goodwill into enforceable rights. This sets out what changed, when each piece takes effect, and the three things the CMA decided not to fix.

Daniel Thomas 6 August 2026
What UK IT Managers Are Actually Doing About Shadow AI

What UK IT Managers Are Actually Doing About Shadow AI

Shadow AI is employees using unapproved AI tools with work data, and the public advice on it is mostly written by vendors. A thread of 226 replies from IT managers is a better record. It produces three findings worth acting on: organisations that block and then supply a safe alternative frequently find the alternative rejected and shadow use resuming; the real obstacle in most organisations is that nobody will sign a policy because signing means owning the risk; and every control described assumes AI is a destination you can block, which stops being true once search itself is an AI interface. This sets out the arguments on both sides, the tooling practitioners name, the data protection problem created by inspecting prompts, and what to do next.

6 August 2026
Which AI Projects Actually Clear the Board, and Why Copilots Keep Falling Short

Which AI Projects Actually Clear the Board, and Why Copilots Keep Falling Short

Most AI investment goes into individual-productivity tools, yet boards approve initiatives that move pipeline, margin or risk through a metric they already track. Drawing on a June 2026 discussion among technology leaders and published evidence from MIT NANDA, Danish administrative data, the ONS and DSIT, this piece shows why time saved by copilots is redistributed rather than banked, why company-wide averages hide the signal, and why process-level AI that removes steps clears approval. It sets out the bridge-builder principle, the regulatory floor under materiality for UK companies, and a seven-step method for building an AI case a board will pass.

Daniel Thomas 6 August 2026
How UK Organisations Can Protect Themselves From the Memory and Chip Shortage

How UK Organisations Can Protect Themselves From the Memory and Chip Shortage

The 2025-2026 memory shortage is structural, driven by manufacturers reallocating wafer capacity to high-bandwidth memory for AI, and no major analyst expects relief before late 2027. DRAM contract prices rose 90-95 per cent in Q1 2026 alone, UK retail memory more than quadrupled in four months, and vendors including HPE have cut quote validity to 14 days with repricing rights to the day of shipment. The piece sets out what this does to UK hardware budgets and the practical mitigations available, from contractual price locks and capped terms to refurbished kit, memory tiering, reclaiming over-allocated RAM and running existing hardware longer.

6 August 2026