WorkflowClinical Development

Monitoring Visit Report Writer & Reviewer

Monitoring visit reports, drafted from the CRA’s notes and checked against the monitoring plan before the manager signs

Every monitoring visit becomes a cited, checked report in under an hour, signed on time.

See one case, screen by screen ↓
demo39.6sfrom the CRA’s dictated notes to a cited, checked draft
demo3of 5reviewer findings on one report were must-fix — and signing stayed locked until they were fixed
target0.8hof CRA writing per report, from notes to a confirmed draft
target93%of reports signed within the 10-working-day clock
The problem

Why monitoring visit reports run past their clock

A CRA leaves the site at half past four with a day of notes: consent forms checked, eligibility verified, SDV on eight participants, an SAE reviewed, drug accountability reconciled, a delegation log updated. Then the report has to be written in the sponsor template, every checklist answer stated, every open action from the last visit followed up, and the numbers squared with CTMS, EDC and IRT — on top of the next visit.

The trial manager signs what arrives. The risk is not in what the notes say; it is in what they leave out. An action item from two visits ago that nobody discussed. Consent on a superseded ICF version written up as a reminder, not escalated under the monitoring plan. “No new SAEs” in a report when the safety database shows one. These are the lines an inspector reads.

target2–4hof CRA writing per report, by hand
demo22of 61reviewer findings in 30 days were missing escalations
demo14of 61were open actions dropped from the carry-forward
Where a visit report’s CRA hours goestimated
By hand3.2 days
With the solution0.8 days
  • Turning notes into report language0.6 → 0.1 d
  • Checklist answers and last report’s actions0.5 → 0.1 d
  • Squaring numbers with CTMS, EDC and IRT0.5 → 0.1 d
  • Writing the report in the sponsor template1 → 0.4 d
  • Writing the follow-up letter to the site0.6 → 0.1 d

Estimated split of CRA hours for one interim monitoring visit report, by hand and with the solution.

How it works

How a visit report moves

Six specialist agents read, match, carry forward, write, review and draft the site letter; the CRA and trial manager confirm and sign.

What comes in
Visit notes in4 sources · notes, checklist, last report, site data
Agents at work
Notes readerdictation into facts
Then
Checklist matcher
Carry-forward tracker
Then
Report writerevery sentence cited
Then
Report revieweragainst the monitoring plan
Then
Letter writerfrom the signed report
A person decides
CRA and trial managerconfirm, then sign
What comes out
Signed report
Follow-up letter to the site
Open actions tracked
One case, step by step

One interim monitoring visit, from dictation to a signed report

Sam Patel monitors IMV 6 at Site 114, Riverside Dermatology Research in Austin, for the Phase 3 atopic dermatitis study VLT-302. Here is the report’s path, screen by screen, in the working solution.

  1. 01Morning

    Every visit of the team, and the clock on its report

    Lena Ortiz · Clinical trial manager

    Lena opens the visit clock board: 3 studies, 4 CRAs, 12 sites. Four reports are waiting for her, already checked by the reviewer agent; two sets of visit notes arrived and are one click from a draft; one report is past its clock: returned to Dana, and now on day 11 of 10. Three escalations wait for her decision.

    “Visit clock board · visit day → report signed, 10 working days”

  2. 02Oct 1 · 17:42

    Six minutes of dictation becomes a cited draft

    Sam Patel · Senior CRA

    That evening, Sam dictates his notes — 6 min 12 s, transcribed into eight paragraphs. All 23 consent forms checked, except 114-019 signed version 3.0 on September 9, after version 4.0 was in use. SDV on eight participants, weeks 12 to 24, with three discrepancies queried in the EDC. The draft opens next to the notes, in the sponsor template, with a citation on every sentence.

    “Written by agents from 4 sources · every sentence cited”

  3. 0339.6 seconds

    Notes, checklist, last report and site data, read together

    The agents

    The notes reader pulls the facts from eight paragraphs. The checklist matcher maps ten checklist items to statements; the carry-forward tracker checks three actions from the last report; the site data check reads CTMS, EDC and IRT. The report writer fills twelve sections and the report reviewer checks them against the VLT-302 monitoring plan. Sam spends 14 minutes confirming the draft before it goes to Lena.

    “Notes to checked draft in 39.6 s. Sam spent 14 minutes confirming it.”

  4. 04Day 4 of 10

    Five findings, three of them must-fix

    Report reviewer

    The reviewer compares the draft with every source. The safety section says “No new SAEs” — but paragraph 5 of Sam’s notes and the safety database both show one for 114-011: pneumonia requiring hospitalisation, onset September 18, reported September 19. Consent on the superseded ICF is written as a reminder, when monitoring plan §7.2 makes it an important protocol deviation to escalate within 2 working days.

    “A safety statement that contradicts the source cannot be signed.”

  5. 05Same review

    The action nobody discussed

    Carry-forward tracker

    The last report, IMV 5 on August 27, left AI-114-031 open: assess the August 14 fridge temperature excursion — 9.1 °C for 46 minutes — and confirm quarantine of the affected kits, due September 15. It appears in neither the notes nor the draft. The checklist answer for previous action items is Partial. It is now 41 days open.

    “Every report must follow up actions not resolved in previous reports.”

  6. 06Before signing

    Signing stays locked

    Lena Ortiz · Clinical trial manager

    Lena presses Sign report. It does not open. Three must-fix findings are listed — the consent escalation, the dropped action and the SAE statement — and signing opens only when each one is fixed, or dismissed with a reason that goes on the record.

    “The monitoring plan does not allow a report to be signed with a missing escalation, a dropped action or a safety statement that contradicts the source.”

  7. 07One click each

    Apply the fix, see exactly what changed

    Lena Ortiz · Clinical trial manager

    Each finding carries suggested text and its evidence. Applying the consent fix makes three changes: the informed consent sentence now records the deviation and the re-consent on version 4.0 at the week 28 visit on October 14; the escalation section records it under §7.2; and a new action, AI-114-037, asks Dr. Whitford to re-consent 114-019 and file a note to file with both versions. The changed text is highlighted in the report.

    “Fixed — 3 changes made to the report”

  8. 08Signed · day 4

    An electronic signature, with its meaning

    Lena Ortiz · Clinical trial manager

    With the three must-fix findings fixed, signing opens: 3 of 5 findings resolved, 5 open actions, 1 escalation. Lena signs with her password and the meaning “I have reviewed and approve this monitoring report”. The two minor findings left — the randomised count and the wording about the PI — are recorded as accepted as written by her. Signed October 7, day 4 of its 10-day clock.

  9. 09Seconds later

    The follow-up letter to the investigator, from the signed report

    Letter writer

    The letter writer drafts the letter to Dr. Alan Whitford: thanks to the team, what was reviewed, and the open actions with owners and due dates — the queries older than 30 days, the lab normal ranges, the PI oversight call on October 8, the re-consent of 114-019, the fridge excursion assessment. Internal assessments and escalations stay out of it. Lena presses Send follow-up letter; the report and the letter are filed to the TMF.

    Site-facing actions only — no internal assessments, and only after signature.

  10. 10Decide by Oct 8

    The escalation, decided and recorded

    Lena Ortiz · Clinical trial manager

    The reviewer raised the consent issue as an escalation on Lena’s home screen. She chooses what happens — re-consent and request a root cause and CAPA from the site, re-consent only as a single occurrence, or notify Quality of a possible serious breach — and adds a comment for the record. The decision is written to the report’s activity trail.

Who it’s for

Built for everyone who carries a visit report.

The same report, seen by the CRA who writes it, the manager who signs it, and the people who follow up what it raises.

SP
Sam PatelSenior CRA · VLT-302, NXL-118
CRA
Before
Writes up each visit from his notes in the evening, then goes back to CTMS, the EDC and the last report to check every number and every open action.
Now
Dictates his notes after the visit; confirms a cited draft that already carries the last report’s actions and the site data, and answers the reviewer’s findings.
LO
Lena OrtizClinical trial manager · signs VLT-302 and CRV-210
Signer
Before
Signs reports she has to check line by line against the monitoring plan, and finds the missed escalation only if she spots it.
Now
Gets each report with the reviewer’s findings already raised; fixes or dismisses them with a reason, then signs with the meaning recorded.
DO
Dana OkaforCRA · all studies
CRA
Before
Has a report past its clock, on day 11 of 10: it was returned to her because the IP return shipment action, open 74 days, was carried forward without its escalation.
Now
Sees every open action aged across her sites, with the ones past 60 days or carried over two visits escalated.
MC
Dr. Maya ChenClinical lead · CRV-210
Escalation reviewer
Before
Relies on someone spotting a late SAE report or a consent issue in the report text.
Now
Sees each escalation with its rule, its report and its due date, and every decision is recorded.
Built on the engine

6 agents. Each with one job, and hard limits.

Six specialist agents read, match, carry forward, write, review and draft the site letter; the CRA and trial manager confirm and sign.

Notes reader

Turns the CRA’s dictation or typed notes into facts: participants, numbers, issues and promises made by the site, each with its paragraph reference.

  • Never infers a fact that is not in the notes
  • Keeps the CRA’s numbers exactly; flags uncertain words
  • Participant IDs only — no names
Checklist matcher

Matches every visit checklist answer to a statement in the notes; Partial and No answers become statements the report must make.

  • Every checklist item must map to a section of the report
Carry-forward tracker

Reads the open actions from the last report and every action raised at the site, and carries each unresolved one forward with its age and the visits it has been carried.

  • An open action can only be closed with evidence
  • Proposes escalation when the threshold is crossed — a person decides
Report writer

Writes the monitoring visit report in the sponsor template for the visit type, with a citation on every sentence to the notes, the checklist, the last report or the site data.

  • Every sentence cites a source
  • Factual, neutral language
  • Adds nothing the sources do not support
Report reviewer

Checks the draft against the study’s monitoring plan and the site data: missing escalations, dropped carry-forward actions, inconsistencies with CTMS, EDC and IRT, missing statements and subjective wording — each with severity, evidence and suggested text.

  • Proposes fixes — never signs
  • Must-fix findings block signature
Letter writer

Writes the follow-up letter to the investigator from the signed report: open actions with owner and due date, actions closed since the last visit, and the next visit.

  • Only runs after signature
  • Never includes internal assessments or escalations
CRA and trial manager

Confirm, then sign. The agents propose; a named person decides.

Ask in plain words

Ask about any report, in plain words

The trial manager can ask about any visit report, finding, action item or escalation — or tell it what to change.

Which reports could miss the 10-day clock?

2 reports are at risk on the 10-day clock: MVR-26-0407 at Site 121 is on day 11, returned to Dana; MVR-26-0410 at Site 133 is on day 6 with 1 minor finding and is ready to sign. Also watch Site 114 and Site 314, both on day 4 with must-fix findings — signing is locked until those are fixed.

What did the reviewer find in the Site 114 report?

Five findings on MVR-26-0412, three of them must-fix: consent on superseded ICF v3.0 for 114-019 is not escalated; action AI-114-031 (fridge excursion) was dropped; “No new SAEs” contradicts 114-011. And two minor: randomised 22 versus 23 in IRT, and subjective wording about the PI.

Why is consent on an old version escalated?

Under the VLT-302 monitoring plan §7.2, consent on a superseded ICF version is an important protocol deviation: the participant was not given the current information. It must reach the trial manager within 2 working days, and the sponsor decides and records the action. 114-019 signed v3.0 on Sep 9; v4.0 was in use from Sep 1.

Escalate action items open more than 45 days

Done — the rule is now 45 days (was 60). 2 more actions cross it and are escalated: AI-309-008 at Site 309 Kestrel, Denver (56 days) and AI-210-014 at Site 210 San Marco, Milan (48 days). Settings and the action board are updated.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

The visit clock boardEvery visit of the team by CRA, the 10-working-day clock on each report, escalations to decide and action items rolling over.
Notes and the draft, side by sideThe CRA’s transcribed dictation next to the drafted report in the sponsor template, every sentence cited, and the reviewer’s findings.
How the draft was builtNotes reader, checklist matcher, carry-forward tracker, site data check, report writer and reviewer — each step with what it did and how long it took.
A statement that contradicts the source“No new SAEs” in the draft, against the CRA’s own notes and the safety database.
A dropped action, caughtThe last report’s open actions next to this report’s action table — the fridge excursion assessment was missing.
Signing lockedThree must-fix findings open: the report cannot be signed until each is fixed or dismissed with a reason.
A fix appliedThe reviewer’s suggested text in place, the changes highlighted in the report, the finding marked fixed with who and when.
Electronic signatureFindings resolved, open actions and escalations, the signer, the meaning of the signature and the password.
The follow-up letterDrafted from the signed report for the investigator: site-facing actions with owners and due dates, nothing internal.
Deciding an escalationThe finding, its monitoring plan rule and its report, the decision options and a comment for the record.
Every action item, agedActions raised at visits across sites, by age — past 60 days or carried over two visits, they are escalated.
The monitoring dashboardReports signed within the clock, visit to signed, CRA writing time, and what the reviewer caught, by kind.
Your monitoring plan’s rulesThe report clock, escalation rules from the monitoring plan and the reviewer’s checks — all settings.
Governance

Built for inspection: cited, checked, signed.

Every sentence cites its sourceEach sentence of the report carries a citation to the CRA’s notes, the visit checklist, the last report or the site data. Click it to see the passage it rests on.
Must-fix findings block the signatureA missing escalation, a dropped action or a safety statement that contradicts the source keeps signing locked until it is fixed, or dismissed with a reason.
A named person signs, with a meaningThe trial manager signs with a password and a stated meaning, such as “I have reviewed and approve this monitoring report”, recorded with the signature.
Escalations follow the monitoring planEscalation rules come from the monitoring plan. The agents raise them; a trial manager or clinical lead decides, and the decision is recorded.
The site sees only what it shouldThe follow-up letter is written only after signature, carries site-facing actions only, and leaves internal assessments and escalations out.
Every step on the activity trailDictation, drafting, each finding fixed or dismissed, every return to the CRA, the signature and the letter are on the report’s activity trail — people and agents, with time stamps.
Configuration

Your monitoring plan’s rules, not ours

Clocks, escalation rules and the reviewer’s checks are settings, and they take effect on every report.

SettingDefaultChoose from
CRA submits the report5 working days from the visitSet in working days
Manager signs5 working daysSet in working days
Follow-up letter to the investigator2 days after signatureSet in working days
Escalate an action item open longer than60 days, or carried over two visits30 · 45 · 60 · 90 days
Escalation rules from the monitoring planConsent on a superseded ICF version · SAE reported after 24 hours · suspected serious breachEach on or off
Reviewer checks on every draftSite data · carry-forward · checklist statements · subjective wordingEach on or off
Report templateSponsor template per visit typeIMV · SIV · COV · Remote
Signature meaningI have reviewed and approve this monitoring reportOr: I have reviewed this report; escalations recorded
Connections

Works with the systems you already run

CRA notes and dictationdictated after the visit, or typed after a remote one
Monitoring plan and templatesescalation rules, report and letter templates per visit type
Previous reports and action itemsopen actions, their age and the visits they were carried
CTMSenrolment, visits and site data
EDC, IRT and the safety databasequeries, randomisation, IP kits and SAEs
Trial master filesigned reports and letters filed to zone 05, site management
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
0.8h
of CRA writing per report, from notes to a confirmed draft
By hand2–4 h
With agents≈ 0.8 h
target
93%
of reports signed within the 10-working-day clock
Signed on time
target
58of 61
reviewer findings fixed before the manager signs
Fixed before signing
missed escalations, dropped actions

“demo” = seen in the working solution, on its sample study data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · Context: ICH E6(R3) §3.11.4.6 and FDA guidance on risk-based monitoring (2013). People, companies and products named on this page are fictional — characters and sample data in the working solution.

Questions

What clinical operations teams ask us.

What is a monitoring visit report writer?

Software that turns a CRA’s visit notes into the monitoring visit report in the sponsor’s template. This one reads the notes, the visit checklist, the last report’s open actions and the site data, writes the report with a citation on every sentence, and has a reviewer agent check it against the monitoring plan before the trial manager signs.

How does it write the report from dictated notes?

The CRA dictates or types the notes. The notes reader turns them into facts with paragraph references, the checklist matcher maps every checklist answer to a statement, and the report writer fills each section of the template for the visit type — IMV, SIV, COV or remote. The CRA confirms the draft before it goes to the manager.

Does it carry forward open action items from previous visits?

Yes. The carry-forward tracker reads every action not closed in previous reports for the site and carries it forward with its age. If an open action is missing from the draft, the reviewer raises it as a must-fix finding, and actions past the threshold or carried over two visits are escalated.

What does the reviewer agent check?

Missing escalations under the monitoring plan, dropped carry-forward actions, statements that disagree with CTMS, EDC or IRT, checklist items with no statement, and subjective wording about people. Each finding has a severity, its evidence and suggested text. It proposes fixes; it never signs.

Do people stay in control?

Yes. The CRA confirms the draft, the trial manager fixes or dismisses each finding — a dismissal needs a reason — and signs with a password and a stated meaning. Escalations are decided by a named person, and every step is on the activity trail.

What goes into the follow-up letter to the site?

The letter is written only after the report is signed: the open actions with owners and due dates, the actions closed since the last visit, and the next visit date. Internal assessments and escalations are left out.

Can we set our own report clock and escalation rules?

Yes. The days for the CRA to submit and the manager to sign, when the letter goes out, the action-item threshold, the escalation rules, the reviewer’s checks, the report templates and the signature meaning are all settings.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your monitoring plans, report and letter templates, and a sample of past visit notes and reports — and it goes live once every quality gate has passed.

See it on
your visit notes.

We’ll run the Monitoring Visit Report Writer on a sample of your own visit notes and monitoring plan.