AI in documentation: how Validi drafts reports for you

AI in documentation is no longer science fiction. In 2026, several Danish treatment clinics are using AI to draft treatment plans, status reports and discharge notes — saving hours of documentation every week. The question is no longer whether you should use AI in documentation, but how to do it responsibly and in line with GDPR.

Validi has built AI into the journal system in a way that respects a fundamental principle: the AI supports, but never replaces, the therapist's professional judgement. Every AI suggestion is a draft — the therapist reads, edits and approves before anything goes into the record. That delivers time savings without shifting responsibility.

For therapists, nurses and support workers in addiction treatment and social psychiatry, that means fewer hours at the keyboard and more time with the service user. The AI drafts; you write the assessment.

What is AI in documentation?

AI in documentation is the use of artificial intelligence to help clinical staff produce written records. In a journal system like Validi, that means the AI can read the service user's existing data — journal notes, medication, attendance, appointments — and propose a structured text the therapist can build on.

The AI does not create data; it turns existing data into coherent professional text. Under Danish Health Authority guidance, the final record remains the therapist's responsibility — the AI is a support tool, not a clinical authority.

What should AI in documentation be able to do?

Validi has built AI into five concrete areas. Each function is designed to save time on the most repetitive documentation tasks.

Drafts of treatment plans

When a new service user is admitted, Validi suggests a treatment plan based on the initial conversation, the referral letter and any previous journal data. The therapist edits and approves.

Drafts of status reports

Monthly or quarterly status reports are often the most time-consuming documentation task. The AI pulls the service user's progress from their journal notes and proposes a structured text describing concrete developments.

Drafts of discharge reports

At the end of a course of treatment, Validi writes a draft discharge report that sums up the whole course — goals, interventions, results and recommendations.

Suggestions for care-plan goals and interventions

In the care-plan module, the AI can suggest goals and interventions based on the service user's record, medication and attendance. You always decide what makes it into the final version.

Speech-to-text dictation

Validi supports dictation of journal notes, so you can speak instead of typing. That is especially valuable for staff with RSI or dyslexia.

Imagine treatment centre Lærkereden, where therapist Anne has a caseload of 28 service users. Each month she writes status reports that typically take 25-30 minutes per service user — over 12 hours in total. After moving to Validi, she clicks "Suggest draft" for each one. The AI reads the record and proposes a text with progress against each goal. Anne reviews, edits and adds her professional assessment. Time spent: 8 minutes per service user. She has saved over 7 hours that month — time she puts back into direct contact with service users.

How does AI documentation work in practice?

The process is simple and built to make the therapist comfortable with the technology. You click "Suggest draft" wherever you need to write a longer text in the system — whether a treatment plan, status report or discharge note.

Validi reads the service user's relevant data and generates a draft in 10-30 seconds. The draft appears in an editor where you can edit freely, add your professional assessment, delete sections that are not relevant, or ask the AI to regenerate with a different angle. When you are satisfied, you approve, and the text is saved in the record — marked as AI-generated and subsequently edited.

The entire action is logged in Validi's audit trail: which data the AI looked at, what it proposed, and what the therapist changed before approval.

Benefits of AI in documentation for social psychiatry and addiction treatment

For clinics in addiction treatment and social psychiatry, AI in documentation can move hours from paperwork to treatment. Concrete benefits:

• 20-30% time savings: typically on longer texts such as status reports
• maintains clinical language: the AI learns the clinic's terminology over time
• lowers the barrier to writing: staff with dyslexia or Danish as a second language get a professional draft to work from
• consistency across staff: reports have the same structure regardless of who wrote them
• grounded in real service user data: the AI builds on actual journal notes, not templates
• more time with the service user: documentation time saved becomes contact time

For many clinics, it is the consistency across staff that makes the AI attractive. A status report looks the same whether it was written by an experienced nurse or a new support worker.

How AI suggestions work in Validi

Validi has made the AI function predictable and controllable — essential if therapists are to trust it.

How AI suggestions work, step by step

1. The therapist clicks "Suggest draft" at the relevant point in the system
2. Validi sends the service user's relevant data to a secure AI service within your environment
3. The AI produces a structured draft in 10-30 seconds
4. The draft appears in an editor with AI-generated content clearly marked
5. The therapist edits, adds their assessment, and approves
6. The whole action is logged in the audit trail

Example of an AI suggestion

Therapist Jens needs to write a status report on service user Jens (same name, pure coincidence), who has been in treatment for two months. He clicks "Suggest draft". In 18 seconds, Validi proposes a text:

"Jens has attended 14 of 16 scheduled sessions in the period. Attendance is 88%, up from 71% in the previous period. The medication plan is unchanged, and PRN administrations have dropped from 9 to 3 in the period — a sign of increased stability."

Jens-the-therapist reads, tweaks two phrasings, adds a professional assessment of motivation and future goals, and approves. Time spent: 6 minutes. Without AI, the report would have taken 25 minutes.

How do you follow up on AI-generated documentation digitally?

Quality assurance of AI-generated content is built into Validi's core design.

Marking and audit trail

Each AI-generated section is marked in the record, so you can see which parts of the text were originally proposed by the AI and which were written or edited by the therapist. That gives full transparency during inspections.

Audit history

You can always see what the AI proposed, what was edited, and what was approved. That gives you a solid professional and legal record — especially important in the event of inspections or complaints.

Is AI documentation GDPR-compliant?

Yes — Validi's AI functions are built to meet GDPR requirements. The service user's data never leaves your environment in a way that would breach GDPR. The AI service operates under a data-processor agreement, and the audit trail documents which data was used in each AI suggestion.

Validi does not train AI models on your service user data. Each AI call is isolated — only the current service user's data is used, and only to produce the current draft. The Danish Data Protection Agency's guidance on using AI to process health information is followed in full.

How to use AI documentation in Validi

To get full value from the AI features, we recommend the following approach from day one.

1. Enable the AI features under clinic settings
2. Start with a single text type — for example monthly status reports
3. Have therapists try the function on 2-3 service users
4. Gather feedback from the team on what works and what needs adjusting
5. Expand gradually to treatment plans and discharge reports
6. Export the audit log monthly for quality assurance

To see the AI features in practice, book a free demo of Validi or read more about Validi's Danish-built AI features for treatment clinics.

Frequently asked questions about AI in documentation

Does the AI replace the therapist's professional judgement?

No. The AI produces drafts based on the service user's existing data, but the therapist always reads, edits and approves before anything goes into the record. Professional judgement is — and remains — the therapist's responsibility. Validi's AI is a time-saving tool, not a clinical decision-maker. The Danish Health Authority's guidance on record-keeping is followed unchanged.

How much time do we typically save with AI in documentation?

Clinics typically report 20-30% time savings on longer texts such as status reports and discharge notes. For a therapist with 25-30 service users, that can add up to several hours every month. The saving comes mainly from the AI producing the first draft — the professional assessment still takes the time it needs.

Is our service user data used to train AI models?

No. Validi does not train AI models on your service user data. Each AI call is isolated and uses only the current service user's data to produce the current draft. Once the call is complete, the data is not retained for training purposes. This is part of Validi's data-processor agreement with you as the clinic.

Can we mark which parts of a record were AI-suggested?

Yes. Validi marks AI-generated sections, so you can always see which parts were originally AI suggestions and which were written or edited by the therapist. That provides full transparency during inspections and is part of quality assurance. The entire action is also logged in Validi's audit trail.

Can we dictate journal notes instead of typing?

Yes. Validi supports speech-to-text, so you can dictate journal notes. That is especially valuable for therapists on the move, staff with RSI, or staff with dyslexia. Dictation is often combined with AI suggestions: you dictate your professional assessment, and the AI combines it with existing data into a finished report.

What do we do if the AI suggests something wrong?

You edit or delete it. An AI suggestion is a draft, not the final word. If you consistently see incorrect suggestions in a specific area — for example particular diagnoses or treatment methods — we can adjust the AI's prompts for your clinic. Contact Validi support with examples and we'll look into it. We continuously adapt the AI to Danish treatment standards.

Are the AI features included in the base subscription?

AI features are billed by usage. You can see your current AI usage and estimated invoice directly in Validi under clinic settings. That means small clinics don't pay for more than they use, and you can keep track of consumption as you go. Access to the AI features themselves is part of the Validi platform.