Org360 connects your 360 scores with what people actually wrote, so coaches, HR teams and leaders can see the patterns behind the numbers.
The problem with scores alone
You run a 360 feedback survey. The results come back.
- Communication: 4.1
- Collaboration: 4.3
- Decision-making: 3.1
And then comes the harder question:
What do we actually do with this?
Scores are useful. They show where something may be happening.
But a number rarely explains what people are experiencing, which behaviours are behind it, or what should happen next.
That gap between collecting feedback and making sense of it is where many feedback processes lose momentum.
A report gets opened. The scores are reviewed. A few comments stand out.
Then everyone moves on.
Open-text feedback adds the context
Most useful 360 assessments include open-text questions alongside rating scales.
For example:
- What does this person do particularly well as a leader?
- What is one behaviour they could develop to have more impact?
- What would help this person work more effectively with others?
These responses often contain the context that a score alone cannot provide.
A low decision-making score tells you there may be an issue.
But a comment such as:
“We sometimes wait several days for a simple decision, which makes it difficult to move work forward.”
tells you much more.
It points to an observable behaviour.
That gives a coach, HR professional or leader something concrete to discuss.
The difficulty is scale.
Reading ten comments is easy.
Reading dozens or hundreds of responses, identifying recurring themes and connecting them back to the scored questions takes significantly more time.
That is where AI can help.
What Org360’s AI does
Org360 uses Claude, and only Claude, to support the first stage of analysis. The AI report is produced automatically when the survey closes, and you can refresh it anytime.
The goal is not to replace a coach or HR professional.
It is to make the feedback easier to understand before the human interpretation begins.
1. Scores show where to look
Quantitative results make it easier to identify stronger and weaker areas across the assessment.
For example, a leadership report might show strong scores around one-to-ones and fairness, but a lower result around timely decision-making.
That gives the analysis a starting point.
2. Open-text responses add meaning
Org360 analyses the written feedback alongside the quantitative results.
It looks for recurring themes, behaviours and areas where respondents appear to be describing similar experiences.
For example:
- “Decisions take too long.”
- “We often wait for approval.”
- “Small decisions get delayed.”
These comments use different words, but they may all be describing the same underlying pattern.
The purpose of the analysis is to make those patterns easier to see.
3. AI helps connect qualitative and quantitative feedback
When a recurring theme in the written feedback is also reflected in a lower-scoring area, that connection can make the report far more useful.
Instead of simply seeing:
Decision-making: 3.1
the report can provide context around the behaviour respondents are describing.
For example:
Decision-making is one of the lower-scoring areas in the assessment. Several respondents also describe delays in getting clear decisions on smaller issues, suggesting this may be a useful area to explore further.
That gives the human reading the report a much better starting point for discussion.
4. Humans still decide what the feedback means
This part matters.
AI can identify patterns.
It cannot fully understand the organisational context, the history of a team, the pressures a leader is working under, or why a particular behaviour may be occurring.
That interpretation still belongs to people.
The coach, HR professional or leader decides:
- which patterns deserve attention;
- what additional context is needed;
- what to discuss;
- what to change;
- and what not to over-interpret.
AI surfaces patterns. Humans interpret them.
What the AI does not do
Org360 is not designed to use AI to judge a leader.
The AI does not diagnose personality, determine someone’s potential, decide whether they should be promoted, or make employment decisions.
A feedback report is not a verdict.
It is a structured view of how someone is being experienced by others.
The purpose of AI is to help organise that information so the human conversation can be more specific and informed.
What happens to the text before the AI reads it
Written feedback can include names, so we deal with that before anything reaches the AI.
- Names are removed first. Names of people and organisations are taken out of the text before it goes to Claude.
- Respondents get a reminder. If someone types a capitalised word mid-sentence, the survey reminds them not to name people.
- Your data isn't used for training. The AI provider doesn't use survey data to train its models.
- The report stays current. It's produced automatically when the survey closes, and you can refresh it anytime.
In Highest confidentiality mode, the AI summary is the only way the owner sees the comments. The owner never sees the raw text.
Confidentiality matters too
The quality of feedback depends heavily on whether people feel safe giving it.
That is why Org360 includes different confidentiality options.
In Standard mode, the report opens at 3 responses and open-text answers are shown without names, in shuffled order. In Highest confidentiality mode (Pro plan), the report opens at 5 responses and open-text answers are never shown to the survey owner. The owner reads an AI summary of the comments instead. Reminders go to the whole group, so the owner can't see who has responded.
This helps reduce the risk that individual comments can be traced back to particular respondents.
That matters because people are usually more willing to give candid feedback when they understand how their responses will be handled.
Confidentiality is not separate from feedback quality.
It is part of it.
Why this matters for HR teams and coaches
For an HR professional running a leadership development programme, the goal is rarely just to produce a report.
The report needs to lead somewhere.
Without synthesis, a leader may receive dozens of comments and several pages of scores and still struggle to answer:
What should I focus on first?
AI-supported analysis can make that first conversation more focused.
A coach can spend less time manually grouping comments and more time asking:
- What surprises you here?
- Which patterns do you recognise?
- Which behaviours would make the biggest difference if they changed?
- Which strengths should you keep building on?
For consultants working with several leaders or teams, this becomes even more useful.
Manual synthesis gets harder as the number of assessments increases.
AI can help with the initial organisation of the feedback, while the consultant keeps responsibility for interpretation, context and development work.
A simple example
Imagine a leadership assessment with 86 responses. (Want to see a real one? Open our sample report.)
The quantitative results show:
- One-to-ones: 4.3
- Fairness: 4.2
- Decision-making: 3.1
The written responses repeatedly mention delayed decisions.
A useful summary might look something like this:
The strongest areas are one-to-ones and fairness. Respondents generally feel that managers make time for them and treat people consistently.
Decision-making is one of the weaker areas. A recurring theme in the written feedback is that smaller decisions can take too long, creating delays for the team.
This may be a useful area to explore further in the development conversation: not simply whether decisions are “good” or “bad”, but whether greater speed and clarity could help the team work more effectively.
That is much more useful than a score alone.
It turns feedback into a conversation about observable behaviour.
The goal is not more data
A good 360 process is not about collecting as much feedback as possible.
It is about collecting enough useful feedback to understand the patterns — and then doing something with them.
Scores tell you where to look.
Written feedback adds context.
AI helps connect the two.
And people decide what happens next.
That is the role we want AI to play in Org360.
How to try it
Org360 includes one free assessment, with no credit card required.
You can run a leadership 360, team or employee assessment, invite respondents by email and receive a structured report designed to help you understand the feedback and decide what to explore next.
Start your first assessment free at org360.app
Org360 is a platform for leadership, team and organisational feedback. Short, focused assessments. Strong confidentiality. Clearer patterns. More useful conversations.