The benefit everyone likes and nobody has time for
Your membership brochure lists benchmarking as a benefit. Take part in the annual cost and performance survey, and you get a report showing how your firm compares with others of similar size in your sector. Members like it. Some say it is the main reason they stay.
The trouble is making it. After the survey closes, the analyst picks a member, filters the dataset to its peer group, pastes the member's figures and the peer medians into a Word template, updates the charts, checks that no peer group is small enough to identify anyone, saves a PDF, and emails it. Then the next member. By the time the last report goes out, the first recipients have forgotten they took part.
Why it stays a manual job
Each report is simple. The volume and the rules around it are what make it slow.
- Peer groups depend on size band, region or activity, and some members fall between groups.
- Charts are pasted images that have to be regenerated per member.
- Confidentiality rules apply per peer group, so each report needs its own check.
- Members who did not answer some questions need a report that handles gaps without looking broken.
- Distribution is by email attachment, so there is no record of who opened it.
What the delay costs
The benefit loses value with every week of delay, because the figures age. Late reports make the next survey harder to sell to members. The analyst spends weeks on production rather than on the sector analysis your policy team is waiting for. And a hand-built report is one pasted figure away from showing a member someone else's numbers.
A generator for individual reports
We build a report generator that sits on your cleaned survey data and produces every member's report in one run, for your team to review and release.
- Peer group rules are set once: by size band, region, activity or a combination, with a fallback to a broader group when a narrow one is too small under your rules.
- For each member, the generator calculates the member's figures and the peer group measures you choose, such as median and quartiles.
- Confidentiality checks run per peer group per measure; any figure that fails is replaced by 'not shown' with a short explanation.
- Charts are drawn fresh for each member from the data, not pasted, so they cannot show the wrong firm.
- Reports are produced as PDFs in your branding, or as an interactive page in the member portal behind the member's login.
- Your team reviews a sample, then releases all reports; each member's respondent is notified, and opens are logged.
| Report element | Where it comes from | Guard applied |
|---|---|---|
| Member's own figures | That firm's survey return | Shown only to that firm |
| Peer medians and quartiles | Firms in the peer group | Minimum group size and dominance check |
| Charts | Generated from the same numbers | No manual pasting |
| Commentary | Written rules or analyst notes | Analyst approves wording |
| Missing answers | Member's gaps | Section shown as not answered |
If you want short written commentary per member, an AI model can draft it from the figures, clearly limited to describing the numbers. Your analyst approves the wording rules and reviews samples before anything is sent.
The week after the survey closes
The analyst finalises the dataset, runs the generator, checks a handful of reports across different peer groups, and releases the batch. Members get their reports while the survey is still fresh in their minds. The membership team can see who opened theirs, which is useful when renewal comes round, and the analyst gets back to the sector report.
Is your benchmarking stuck in Word?
- Each member report is assembled from a template by hand.
- Reports go out weeks or months after the survey closes.
- Charts are copied in as images for each member.
- Confidentiality is checked by the analyst per report, by eye.
- You do not know which members read their report.