Blog
Thoughts on supervision, compliance & AI in care.
Practical thinking on supervision, compliance, and AI in care. Written by the founder, for the people doing the work.
- 23 October 2026·Alex
AI Transcription vs Manual Notes in Social Care
AI transcription vs manual notes: cut write-up time, keep evidence in staff voices, identify risks sooner and prepare confidently for every inspection.
Read the post - 21 October 2026·Alex
Compliance Evidence Platforms for Care Teams
Compliance evidence platforms turn staff supervisions into audit-ready records, helping UK care managers spot risks early and give time back to people.
Read the post - 19 October 2026·Alex
A Guide to Multi-Site Supervision Oversight
A guide to multi-site supervision oversight for care leaders: create consistent records, surface risks earlier and stay inspection-ready across services.
Read the post - 17 October 2026·Alex
How to Manage Overdue Supervisions Without Panic
Manage overdue supervisions without rushed notes or missed risks. Build a fair, auditable recovery plan that protects staff, people and your service too.
Read the post - 15 October 2026·Alex
AI versus paperwork in adult social care
AI versus paperwork is changing supervision in adult social care, turning recorded conversations into clear, reviewable evidence for inspection readiness.
Read the post - 13 October 2026·Alex
Managing Supervision Recording Consent Well
Managing supervision recording consent in adult social care: a practical UK process for clear choices, secure records and inspection-ready evidence today.
Read the post - 11 October 2026·Alex
How to Conduct Recorded Supervisions Safely
Learn how to conduct recorded supervisions with consent, clear questions and secure records that turn staff conversations into audit-ready evidence fast.
Read the post - 9 October 2026·Alex
Audit Readiness Example for Care Managers
See an audit readiness example for UK adult social care: turn staff supervision into signed, regulator-mapped evidence and surface risks early safely.
Read the post - 7 October 2026·Alex
AI Transcription Versus Manual Notes in Care
AI transcription versus manual notes: how UK care managers reduce write-up time, strengthen supervision evidence and identify risks sooner for inspection.
Read the post - 5 October 2026·Alex
How to Protect Confidential Discussions in Care
Learn how to protect confidential discussions in adult social care, from consent and secure recordings to review, retention and inspection-ready records.
Read the post - 3 October 2026·Alex
Can AI Detect Medication Concerns in Care?
Can AI detect medication concerns in supervision? Learn what it can flag, where human judgement is vital, and how clear evidence supports action quickly.
Read the post - 1 October 2026·Alex
Supervision Time Savings Example for Care Teams
See a supervision time savings example for UK adult social care: turn a one-hour conversation into an audit-ready report in minutes, not hours, safely.
Read the post - 29 September 2026·Alex
12 Best Supervision Questions for Carers
The best supervision questions for carers surface risk, build confidence and create clear, inspection-ready evidence without adding paperwork each time.
Read the post - 27 September 2026·Alex
A Practical Guide to Regulator Evidence Mapping
This guide to regulator evidence mapping helps care managers turn supervision conversations into inspection-ready evidence while spotting risks sooner.
Read the post - 25 September 2026·Alex
What Makes Supervision Records Defensible?
What makes supervision records defensible? Learn how accurate evidence, clear actions, secure audit trails and manager review support inspection readiness.
Read the post - 23 September 2026·Alex
How to Document Supervision Evidence Properly
Learn how to document supervision evidence with accurate records, clear actions and audit trails that support safer, inspection-ready adult social care.
Read the post - 21 September 2026·Alex
7 Signs of Weak Supervision Records in Care
Spot the signs of weak supervision records before an inspection or incident exposes gaps. Build clear, timely, defensible evidence in adult social care.
Read the post - 20 September 2026·Alex
"Uh Huh." Two Sounds That Change Supervision.
The best tool in supervision isn't a framework. It isn't a form. It's barely even a word.
Read the post - 19 September 2026·Alex
How to Identify Safeguarding Risks in Supervision
Learn how to identify safeguarding risks in supervision, capture concerns accurately and turn staff conversations into prompt, defensible action at work.
Read the post - 17 September 2026·Alex
Preparations for the Care Show Are in Full Swing
October is getting closer, and preparations for the Care Show are properly under way. Here's what we've been doing — and a thank you for anyone stopping by stand C41.
Read the post - 17 September 2026·Alex
Speaker-Labelled Supervision Transcription
Speaker-labelled supervision transcription turns real conversations into attributable records, faster follow-up and inspection-ready evidence for social care.
Read the post - 15 September 2026·Alex
GDPR Compliant Care Transcription for Supervision
GDPR compliant care transcription protects staff and resident confidentiality while giving care managers audit-ready supervision evidence without delayed notes.
Read the post - 13 September 2026·Alex
When Should Managers Escalate Risks at Work?
Know when should managers escalate risks in adult social care, what to record, and how to act quickly without losing the staff voice during supervision.
Read the post - 11 September 2026·Alex
How to Reduce Care Paperwork Efficiently
Reduce care paperwork efficiently without losing the detail managers need for safer supervision, stronger evidence and confident inspection readiness daily.
Read the post - 9 September 2026·Alex
Care Staff Competency Assessment Records
Care staff competency assessment records should show what was observed, discussed and agreed - with a clear trail for action, review and inspection today.
Read the post - 8 September 2026·Alex
Medication Competency Assessments in Care Homes
Medication competency assessments in care homes: assess safely, evidence decisions clearly and spot risks before they affect residents or inspections.
Read the post - 7 September 2026·Alex
Safeguarding Concerns During Staff Supervision
Spot safeguarding concerns during staff supervision early, record them accurately and create the evidence managers need to act promptly with confidence.
Read the post - 6 September 2026·Alex
Care Supervision & Inspection Readiness
Care supervision should protect time for staff support, reveal risk early and create inspection-ready evidence without hours of retrospective paperwork.
Read the post - 6 September 2026·Alex
Care Supervision Software
Care supervision software turns real staff conversations into reviewable, audit-ready evidence, helping managers identify risk and protect time every week.
Read the post - 6 September 2026·Alex
Domiciliary Care Supervision Which Stands Up to Scrutiny
Domiciliary care supervision should support carers, surface risks and satisfy inspection. Build records that are timely, factual and audit-ready daily.
Read the post - 6 September 2026·Alex
CQC Compliance - Starts With Supervision
Make CQC compliance easier to evidence with supervision records that capture real conversations, flag risks early and stand up to inspection scrutiny.
Read the post - 6 September 2026·Alex
CQC Supervision Evidence Examples
Practical CQC supervision evidence examples that show safer practice, staff support and action, without adding hours of retrospective paperwork later.
Read the post - 6 September 2026·Alex
Supervision Matrix for Care Staff
Build a supervision matrix for care staff that protects time, spots risk early and creates clear, inspection-ready evidence from every staff conversation.
Read the post - 6 September 2026·Alex
Care Staff Supervision Frequency
Set a care staff supervision frequency that supports safe practice, staff development and audit-ready evidence, without needless paperwork for managers.
Read the post - 3 September 2026·Alex
Care Home Software That Makes Supervision Count
Care home software should reduce supervision admin, surface risk early and create regulator-ready evidence without taking managers away from their teams.
Read the post - 1 September 2026·Alex
I have a dream... for social care
In July, Andy Burnham stood at a care home in north London, in his first speech as Prime Minister, and called the state of social care "bad for everybody." He meant well. He usually does.
Read the post - 1 September 2026·Alex
Care Certificate supervision
Make Care Certificate supervision a useful, auditable conversation. Capture competency evidence, act on gaps early and reduce time spent writing notes.
Read the post - 31 August 2026·Alex
Staff Supervision Policy That Stands Up to Inspection
Build a staff supervision policy that supports people, identifies risks early and creates clear inspection-ready evidence without adding more paperwork.
Read the post - 29 August 2026·Alex
AI Care Software That Makes Supervision Count
AI care software turns supervision conversations into accurate, audit-ready evidence, helping UK care managers reduce paperwork and act on risks sooner.
Read the post - 25 August 2026·Alex
Whose Version Is It Anyway? Notes vs What Was Actually Said
Every supervision record claims to be a record of what was discussed. Almost none of them are.
Read the post - 24 August 2026·Alex
London & Dublin — Data Residency
Security. Data protection. The unglamorous, essential work of making sure 1two.one deserves the trust it's asking for.
Read the post - 20 August 2026·Alex
Where We've Been: Testing, and Then Testing Again
It's been a couple of weeks. Not because there was nothing to say — because we've been heads down doing the kind of work that matters more than almost anything else we build.
Read the post - 6 August 2026·Alex
Is Supervision a Legal Requirement in Social Care? What the Regulations Say
Four nations. Four legislative frameworks. Four sets of regulatory numbering. In every one, supervision appears explicitly as a legal requirement.
Read the post - 4 August 2026·Alex
Competence and Safety to Practice Don't Change When the Regulations Do
Four nations, four regulators, four inspection frameworks. One question. What that means for supervision, whichever side of the border you're on.
Read the post - 1 August 2026·Alex
You're Already Using AI. You Probably Just Call It Useful.
Managers across adult social care are recording meetings with Teams, Zoom, Word, voice memos. They're already using AI. They just call it useful.
Read the post - 31 July 2026·Alex
Supervision in Social Care: New to the Role — Whichever Side of the Table You're On
Supervision matters more in the first months than most providers realise, for new staff and new managers alike. Here's what needs to change on both sides.
Read the post - 30 July 2026·Alex
Before You Sit Down: Why Preparation Is Where Good Supervision Starts
The best supervision sessions aren't shaped in the room. They're shaped in the hour before it. Here's what proper preparation actually looks like.
Read the post - 29 July 2026·Alex
London Boroughs Asked What AI Could Do for Social Care
In summer 2024, LOTI and Faculty asked what AI could do for adult social care. Their number-one quick-win: automate transcription of meeting notes.
Read the post - 28 July 2026·Alex
Supervision 2.0: What It Actually Looks Like
Supervision 2.0 isn't about speeding supervision up. It's about redirecting the time a good session takes toward the things that actually matter.
Read the post - 27 July 2026·Alex
Supervision in Social Care: The Compliance Picture Is Shifting
A former CQC inspector's warning: continuous assessment means supervision gaps don't close just because you catch up. What the shift means for providers now.
Read the post - 18 July 2026·Alex
Supervision is not a form. It's a conversation that used to be a form.
The paperwork ate supervision. Here's what supervision is actually for — and what CQC really asks for — in plain English. Plus a free downloadable guide.
Read the post - 13 July 2026·Alex
Supervision in Social Care: What the Data Tells Us
I asked my social care network how they record supervision. A near-perfect three-way split — and 48% spending 30+ minutes per session — says more than the polls alone.
Read the post - 5 July 2026·Alex
Restoring Human Connection Using AI
One line from a Suffolk County Council transformation manager says more about supervision than any statistic. When the note-taking disappears, the conversation comes back.
Read the post - 4 July 2026·Alex
Supervision in Social Care: The Human Problems Technology Gets Blamed For
Two recent conversations reminded me why supervision so often feels like something done to staff rather than with them — and how the right tools can quietly fix it.
Read the post - 3 July 2026·Alex
Welcome to 1two.one — supervision, reimagined
Why we're building an AI-native supervision tool for UK adult social care — and what it means for registered managers drowning in paperwork.
Read the post