https://documepro.com/field-notes UK-operator-grade guidance on bank statement extraction, VAT, PDF redaction, document forensics and disclosure metadata. en-GB Sat, 09 May 2026 19:52:31 GMT https://documepro.com/field-notes/linkedin-easy-apply-ai-cv-detection-2026 https://documepro.com/field-notes/linkedin-easy-apply-ai-cv-detection-2026 Wed, 06 May 2026 00:00:00 GMT CV & Hiring What LinkedIn's Easy Apply pipeline does with a CV in 2026 — the Originality.ai integration named in LinkedIn's 2025 transparency report, the recruiter dashboard 'AI likelihood' score, the metadata stripping LinkedIn does NOT do, and the prep checklist for surviving the funnel. https://documepro.com/field-notes/humanise-ai-cv-without-losing-ats-score https://documepro.com/field-notes/humanise-ai-cv-without-losing-ats-score Mon, 04 May 2026 00:00:00 GMT CV & Hiring A nine-step workflow that lowers AI-detection scores from 14+/15 to 6–9/15 without dropping ATS parsing below 85%. Includes before/after bullet examples, the lexical cluster strip-list, and the burstiness pattern that defeats GPTZero. https://documepro.com/field-notes/chatgpt-cv-tells-recruiters-spot-2026 https://documepro.com/field-notes/chatgpt-cv-tells-recruiters-spot-2026 Mon, 04 May 2026 00:00:00 GMT CV & Hiring The 12 highest-frequency tells UK recruiters use to identify ChatGPT and Claude-written CVs in 2026 — corporate openers, em-dash density, the lexical cluster, perfect bullet parallelism, round-number stuffing, generic achievements, and the PDF /Producer fingerprint. https://documepro.com/field-notes/gptzero-vs-originality-vs-copyleaks-cv-detection-uk https://documepro.com/field-notes/gptzero-vs-originality-vs-copyleaks-cv-detection-uk Fri, 01 May 2026 00:00:00 GMT CV & Hiring How GPTZero, Originality.ai, and Copyleaks score CVs differently in 2026, vendor-published accuracy claims vs Stanford/MIT independent figures, false-positive rates against non-native English, and which platform each ATS integrates with. https://documepro.com/field-notes/ai-cv-detection-false-positives-non-native-english https://documepro.com/field-notes/ai-cv-detection-false-positives-non-native-english Fri, 01 May 2026 00:00:00 GMT CV & Hiring Stanford's 2023 finding of 61–97% false-positive rates on non-native English essays, the Equality Act 2010 section 19 indirect discrimination route, ICO 2024 AI-in-recruitment guidance, and five concrete edits that reduce false-positive risk on CVs and cover letters. https://documepro.com/field-notes/ats-readability-vs-ai-detection-cv-checklist https://documepro.com/field-notes/ats-readability-vs-ai-detection-cv-checklist Wed, 29 Apr 2026 00:00:00 GMT CV & Hiring Why ATS-friendly CVs trip AI detectors, the eight most common failure modes (two-column layouts, em-dash density, round-number stuffing, identical bullet structure), and a 12-point pre-submit checklist. https://documepro.com/field-notes/ai-written-cover-letter-uk-2026 https://documepro.com/field-notes/ai-written-cover-letter-uk-2026 Wed, 29 Apr 2026 00:00:00 GMT CV & Hiring A 20-point scoring rubric for AI-written cover letters (structure, lexical fingerprint, specificity, voice, metadata), UK GDPR Article 22 and ICO 2024 guidance on automated hiring decisions, the em-dash and parallelism thresholds detectors flag, and a 6-question FAQ. https://documepro.com/field-notes/ai-cv-checker-how-it-works-2026 https://documepro.com/field-notes/ai-cv-checker-how-it-works-2026 Fri, 24 Apr 2026 00:00:00 GMT CV & Hiring The three categories of AI CV checker (ATS-parser, generic-best-practice, job-description-matched), how scoring works, what each catches, what each misses, and how to interpret a score. https://documepro.com/field-notes/best-ai-for-writing-a-cv-uk-2026 https://documepro.com/field-notes/best-ai-for-writing-a-cv-uk-2026 Fri, 24 Apr 2026 00:00:00 GMT CV & Hiring Comparison of ChatGPT, Claude, Gemini, Kickresume AI, Rezi, Teal — what each does best, the prompt patterns that work, and why a hybrid AI-plus-human workflow beats either alone. https://documepro.com/field-notes/how-to-check-if-a-cv-is-ai-generated https://documepro.com/field-notes/how-to-check-if-a-cv-is-ai-generated Wed, 22 Apr 2026 00:00:00 GMT CV & Hiring Linguistic fingerprints (em-dash density, 'leverage'/'spearheaded' clusters), structural tells (perfect parallelism, generic achievements), metadata footprints, and the legal limits on rejection. https://documepro.com/field-notes/how-to-make-cv-ai-friendly-pass-ats-screening https://documepro.com/field-notes/how-to-make-cv-ai-friendly-pass-ats-screening Wed, 22 Apr 2026 00:00:00 GMT CV & Hiring Which ATS platforms dominate UK hiring (Workday, Greenhouse, Taleo, SuccessFactors), what they parse, the formatting traps (tables, columns, headers), and the keyword approach that works. https://documepro.com/field-notes/ai-assisted-document-review-legal-uk https://documepro.com/field-notes/ai-assisted-document-review-legal-uk Wed, 15 Apr 2026 00:00:00 GMT Legal Filing The SRA's November 2024 AI guidance, the four high-yield review patterns (TAR, clause extraction, redline triage, privilege screening), accuracy benchmarks, and what to put in your AI use policy. https://documepro.com/field-notes/what-is-forensic-document-examination https://documepro.com/field-notes/what-is-forensic-document-examination Wed, 08 Apr 2026 00:00:00 GMT Document Forensics What FDEs do (handwriting, ink, paper, indented impressions, alterations), what they don't do (digital tampering — that's a separate discipline), when courts accept their evidence, and the digital-first equivalent for PDFs. https://documepro.com/field-notes/how-to-check-if-a-document-is-ai-generated https://documepro.com/field-notes/how-to-check-if-a-document-is-ai-generated Wed, 01 Apr 2026 00:00:00 GMT Document Forensics The reliable signals — burstiness, lexical entropy, em-dash density, citation hallucination, metadata footprint — and why off-the-shelf 'AI detectors' produce false positives on plain corporate writing. https://documepro.com/field-notes/uk-companies-house-document-retention-rules https://documepro.com/field-notes/uk-companies-house-document-retention-rules Wed, 25 Mar 2026 00:00:00 GMT Legal Filing Statutory retention periods for company records, VAT records, payroll, employee files, contracts and personal data — with the specific section of the Companies Act, VATA, ITEPA, and UK GDPR that each rule comes from. https://documepro.com/field-notes/pdf-metadata-leakage-document-discovery https://documepro.com/field-notes/pdf-metadata-leakage-document-discovery Wed, 18 Mar 2026 00:00:00 GMT Document Forensics The exact metadata fields — author, comments, modification history, original filename, embedded thumbnails — that survive ordinary PDF processing and reveal what your client said in draft. https://documepro.com/field-notes/pdf-redaction-vs-flattening-uk-court-filings https://documepro.com/field-notes/pdf-redaction-vs-flattening-uk-court-filings Wed, 11 Mar 2026 00:00:00 GMT Legal Filing Flattening locks form fields and annotations but leaves the underlying text intact and recoverable. True redaction removes the content layer. The CPR rules and the test that proves which one you have. https://documepro.com/field-notes/vat-quarter-end-cut-off-bank-statement https://documepro.com/field-notes/vat-quarter-end-cut-off-bank-statement Wed, 04 Mar 2026 00:00:00 GMT VAT & HMRC The tax point rules under VAT Notice 700 §14 — and the four cut-off errors (card settlement lag, Direct Debit collection, deposits, retentions) that put transactions in the wrong VAT period. https://documepro.com/field-notes/xero-bank-import-mapping-uk https://documepro.com/field-notes/xero-bank-import-mapping-uk Wed, 25 Feb 2026 00:00:00 GMT Accounting Software Xero rejects rows silently when the date format is ambiguous or the amount column has both signs. Here is the exact mapping that always works for UK statements. https://documepro.com/field-notes/uk-bank-statement-pdf-extraction-quirks https://documepro.com/field-notes/uk-bank-statement-pdf-extraction-quirks Wed, 18 Feb 2026 00:00:00 GMT Bank Reconciliation Per-bank PDF quirks: HSBC's two-line descriptions, Barclays' wrapped reference numbers, Monzo's category emoji, NatWest's split debit/credit columns. The actual fixes.