Applications · Laboratory
Electronic Logbook
Photograph a paper logbook page or upload the Word log from your SOP, and a Digital Scientist builds the electronic form for QA to approve. Once it is live, every entry is checked as it is written. A reading out of range, a skipped step or a missing signature raises an alert at once, and the supervisor decides what happens next. The reviewer then checks the entry against its audit trail and approves it with an e-signature.
Quickflow eLogbook · Instrument usage log · HPLC-07
Approved- Capture
- Generate
- Approve form
- Scan
- Record
- 6Review & approve
Audit trail · LB-HPLC07-0412
- 10:42:05K. Iyer Scanned HPLC-07, entry opened
- 10:42:18System Filled from QR, LIMS and server time
- 10:46:31System Alert: column oven 36.4 °C, entry held
- 10:47:02System Deviation draft DEV-0412 opened
- 10:49:40R. Shah Samples moved to HPLC-05
- 11:06:12R. Shah Reviewed and approved, entry locked
Entry LB-HPLC07-0412 Approved · locked
- InstrumentQR scan
HPLC-07 · QC lab 3, bench 2
- Date and timeServer time
12 Mar, 10:42 IST
- ActivityChoice list
Usage, assay
- Batch · AR No.From LIMS
B-2431 · AR-2412
- Column oven tempRange 28–32 °C
36.4 °C · DEV-0412
- Done by · Checked byE-signatures
K. Iyer, done · R. Shah, approved
R. Shah reviews the entry
- Every value in range, or linked to its deviation (DEV-0412)
- Instrument calibrated and cleaned at the time of use
- No changes to the entry since it was recorded
- Done-by signature present and the action taken recorded
Quickflow eLogbook at a glance
Electronic logbooks for equipment, cleanrooms and labs, checked as each entry is written.
- Who uses it
- Production operators
- QC and engineering
- Warehouse
- Supervisors and QA
- What is included
- Equipment usage and cleaning
- Calibration and maintenance
- Cleanroom logs
- QC lab logs
- Environmental monitoring
- Warehouse logs
- Works with
- PLC, SCADA and loggers
- eBMR / MES
- LIMS
- ERP and maintenance
- eQMS
- Built for
- 21 CFR Part 11
- 21 CFR 211.182
- EU Annex 11
- ALCOA+
- GAMP 5
The missing layer
MES records the transaction. The logbook records what happened.
Execution systems are fast and strict, and that is the point. But a GMP site also runs on observations, judgements and work that sits between batches. Quickflow eLogbook is the layer that keeps that context, between your MES and your equipment.
Layer 1 holds
- Batch steps
- Pass or fail results
- Material scans
Records the context MES was never built to hold
Sits on top of validated systems without changing their logic
Joins automated and manual work in one timeline
Utilities sit outside the batch
HVAC, purified water, chillers and boilers run all day, every day. An MES built around batches has nowhere natural to log them.
Judgement is not pass or fail
An operator noticing an odd noise, a supervisor deciding a room is fit for use: this is the context investigators need, and it is not a checkbox.
Some work has no fixed structure
Shift handovers, breakdowns and exception notes do not follow a recipe. Forcing them into one loses the detail.
Activity
What MES keeps
What the eLogbook adds
Cleaning and clearance
Done, with a timestamp
What was cleaned, how, what was seen, and who checked it
Utilities
Automated alarms
The story around an excursion, such as an HVAC drift and the action taken
Shift change
Nothing, it is not a process step
What is running, what is pending, what the next shift must watch
Calibration
The due date
The daily check itself, the readings and any adjustment
Environmental monitoring
Sensor values
Operator notes, excursion narratives and corrections
Material handling
Barcode events
Condition on receipt, visual checks and storage exceptions
Paper logbooks today
An inspector asks about March. Someone walks to the archive.
Logbooks are primary GMP evidence, and most sites still keep them on paper. Every entry is written by hand, every book is issued and retired by QA, and every question from an auditor turns into a search.
“Who used HPLC-07 on 12 March, and was it cleaned before?”
Paper logbooks
6 steps- 1Work out which book covered March
- 2Ask QA to fetch it from the archive
- 3Search the record room
- 4Turn pages to 12 March
- 5Find the cleaning log, a second book
- 6Copy, certify and hand over
Quickflow eLogbook
2 steps- 1Search “HPLC-07, 12 March”
- 2Usage, cleaning and audit trail on one screen
Step comparison, illustrative. Not a measured result.
Errors in hand entries
Wrong batch numbers, missed times and illegible lines. New staff who never learnt the local habits make it worse.
The same details, written again
Product, batch, test number and start time copied into every book, by hand, for every activity.
Issuing books through QA
Each new or full book needs QA to issue it. Issuing across every department at once is a logistics exercise.
The year-end changeover
Every logbook is closed, archived and replaced in the same few days. Pages get missed and books go out late.
Slow to look back
Once a book goes to the archive, finding a past entry means a request, a search and a wait.
Books that go missing
A misplaced book is time lost searching, and potentially a gap in GMP evidence you cannot fill.
Wear, damage and storage
Paper tears, fades and gets wet. Archiving it properly for years takes shelves, rooms and discipline.
QA cannot see it live
Quality only sees an entry when someone brings the book. Problems surface late, and inspectors wait.
How it works
5 steps. Every one recorded.
- Step 1Scan the instrument QR codeSystem
- Step 2Entry fills from contextSystem
- Step 3Checklist unlocks the stepSystem
- Step 4Readings and observationsSystem
- Step 5Supervisor verifies and signsHuman decision
Data integrity by design
ALCOA+ on every entry, not just the ones that get audited
Paper relies on people remembering the rules. Quickflow eLogbook enforces them as the entry is made, so each record is trustworthy on the day it is written.
ALCOA+ the four that make it last
Attributable
Each entry carries the signed-in user. No shared logins, no initials to decipher.
Entry LB-HPLC07-0412 · HPLC-07
ALCOA+ checks passed- Recorded by
- K. Iyer · QC · signed in A
- Time
- 12 Mar, 10:42:18 IST · server
- Column oven
- 30.1 °C · range 28 to 32 · instrument
- Observation
- Baseline stable, no leaks at column fittings
- Version
- v1, original · no changes
- Verified
- R. Shah · e-signature · meaning: reviewed
- Retention
- Kept to product expiry + 1 year
Nothing happens off the record
Every entry, edit and deletion attempt is kept with who, when and why. The audit trail starts with the first entry, not after go-live.
Part 11 and Annex 11 by design
The electronic records and signature controls both frameworks expect are in the product, not bolted on in a validation project.
Signatures that mean something
Critical approvals need a fresh authentication. Each signature is bound to its record and states what it means: done, reviewed or approved.
Four operations, one logbook
Every area that keeps a logbook, on one system
Engineering, the QC lab, production, the warehouse and QA each keep their own books today. Quickflow eLogbook puts them on one platform with one audit trail, so a question that crosses departments has one answer.
Rooms, utilities and machines, from the AHU on the roof to the balance on the bench.
- AHU, chiller and boiler operation logs
- Calibration and preventive maintenance records, created on schedule
- Equipment status, usage and maintenance history over its whole life
- Temperature, humidity and pressure logs for classified areas
Today’s entries live
- 06:00AHU-04Shift start readings, ΔP 12 PaRecorded
- 07:15CH-01Chiller log, compressor checkRecorded
- 08:30BAL-03Daily balance verificationFor review
- 09:00CM-02Preventive maintenance, due todayDue
Purpose-built logbooks, ready to configure
Equipment logbook
Usage, cleaning, calibration and maintenance for each machine in one record, so its whole history is traceable.
Cleanroom logbook
Room conditions, gowning, entry and exit, and cleaning in classified areas, with ALCOA+ checks on every line.
Calibration logbook
Schedules, execution records and certificates, with reminders driven by due date, usage and your SOP.
QC laboratory logbook
Inspections, reagents, columns, media and instrument use, the lab work that sits outside the LIMS.
Environmental monitoring logbook
Temperature, humidity, pressure differential and particle counts, with the operator’s note beside each reading.
Warehouse logbook
Receipts, storage conditions, dispensing and stock movement, scanned rather than written.
Capabilities
Everything a GMP logbook needs, in the box
Configured to your SOPs, from a single cleanroom log to every logbook on every site.
Scanning tag…
QR and barcode scanning
Scan an instrument or equipment QR code, a room sign or a material label and the right logbook opens with its details filled.
- Clean
- Verify
- Start
Checklists and interlocks
Steps run in the order your SOP sets. An out-of-sequence action is refused, not just discouraged.
No signal · shielded zone
0 saved on the device
Works offline
Keep logging where there is no signal. Entries are saved on the device and sync the moment it reconnects.
Live equipment data
Readings from PLCs, SCADA and instruments land in the entry directly, so nobody copies a number off a display.
Drag-and-drop builder
Lay out fields, sections, workflows and approval chains without code, and roll a form out to production, QC and stores.
Views by role
Operators, supervisors, QA and engineering each see the entries that matter to them, with the right edit and sign rights.
Alerts and reminders
Calibration and maintenance due dates, deviation triggers and overdue reviews reach the right person before they slip.
Dashboards
Trends, performance and compliance indicators by equipment, area, shift or period, and a click through to the entry behind each one.
Voice entry
Dictate an observation while gowned. Transcription is built for noisy manufacturing areas.
Audit trail that cannot be edited
Every action, change, approval and deletion attempt, with the user, the time and the reason. Ready for Part 11 and Annex 11 inspections.
Reports on schedule
Reports by role in PDF, CSV or XML, generated on demand or sent on a schedule to QA, production and management.
E-signature workflows
Review and approval steps set per log type and per user, each signed with a fresh authentication.
A Digital Scientist for your logbooks
It builds the logbook, reads every entry, and you approve
Agentic AI would fill in the form. A Digital Scientist understands what the form is for: it turns your SOP’s Word template into a compliant eLogbook, reads what gets recorded, and tells you what the entries add up to. A named person approves every template and signs every decision.
From your SOP’s template to a validated form
Illustrative.
SOP-PRD-014 Annex 2.docx
EQUIPMENT USAGE AND CLEANING LOG
- Equipment ID: ______________
- Date: ________ Time: ______
- ☐ Usage ☐ Cleaning ☐ Maintenance
- Batch No.: _______________
- Done by: ______ Checked by: ______
Quickflow eLogbook form · v1.0
- Equipment
- Date and time
- Activity
- Batch
- Done by · Checked by
1. Read every entry
Digital ScientistObservations, readings and maintenance notes across shifts, rooms and machines.
2. Spot what is unusual
Digital ScientistOutliers, slow trends and entries that do not fit their range or their history.
3. Predict the failure
Digital ScientistLogbook history and sensor trends point to the machine that is likely to need attention next.
4. Make the case
Digital ScientistThe signal comes with the entries behind it and a recommended action.
5. You decide
Your teamThe supervisor or engineer reviews it, acts and signs.
Word template to eLogbook
Upload the logbook your SOP already uses. Fields, data sources and signatures are mapped for you to check, instead of configured by hand.
Compliant from the first form
Generated logbooks carry the same Part 11 and Annex 11 controls as every other Quickflow record.
Every version kept
Each change to a form is tracked through its lifecycle, with who changed what and when, and QA approval before it takes effect.
Live in days, not weeks
Less time building and validating templates means an area moves off paper sooner.
Anomalies caught early
Outliers and out-of-range entries are flagged as they are written, before they turn into deviations.
Maintenance before breakdown
Trends in logbook and sensor history warn of likely failures, so maintenance is planned instead of urgent.
Every suggestion, edit and signature is in the audit trail. See the Digital Scientist Trust Charter.
Rollout
Off paper without re‑validating your equipment
The eLogbook sits beside your validated systems, not inside them. There is no custom hardware for older machines and no change to control code, so there is no re-validation cycle to plan around.
Step 1
Find the risk
List the paper logs and the older equipment with no digital output. Start where a gap would hurt most in an inspection.
Step 2
Overlay, do not rewire
Put eLogbook forms on top of what runs today. Read-only connections leave validated PLC and SCADA code untouched.
Step 3
Validate and train
Run the Part 11 validation with IQ, OQ and PQ documents supplied, and train operators on recording observations digitally.
Step 4
Connect the enterprise
Link logbook data with MES, ERP, eQMS and LIMS, so reporting draws on one source.
Cost of ownership
Custom integration
Quickflow eLogbook
Older equipment
Custom hardware interfaces and point-to-point integration for each machine
No custom hardware; read-only overlay on the equipment you have
Time to go live
A multi-year MES programme before the shop floor sees a change
Area by area, starting with the logs that matter most
Upgrades and support
Tightly coupled systems where one change ripples through the rest
A separate record layer that upgrades on its own
Three steps to digital maturity
1
Off paper
Replace paper logs for quick data integrity and audit readiness, without touching validated systems.
2
One standard
Use the same templates across shifts, sites and departments, so good practice does not depend on who is on duty.
3
Full context
Join logbook data with MES metrics for the complete story of each batch, and the analytics that come with it.
Connected
Digitise older equipment without touching its logic
Quickflow eLogbook connects to standalone instruments, PLCs, SCADA and enterprise systems without changing any of them. Readings come in read-only; findings go out to where the work happens.
- eQMSDeviations, CAPAs and change controls opened from, and linked to, the logbook entry.
- LIMSLab results, instrument logs and QC sample tracking, kept in step.
- ERP and maintenanceEquipment status, spare parts and preventive maintenance schedules.
- eBMR / MESBatch context in both directions between the execution record and the observations.
- PLC · SCADA · loggersRead-only connections over RS-232/485, Ethernet, API or OPC.
- Third-party appsOpen API and OPC or linked-server connections for any other system.
- CPVWho used which equipment and room, and when, for process trending.
- eDMSThe approved SOP behind each logbook form and its current version.
Equipment logic stays validated. Connections are read-only, so PLC and SCADA code is never modified and nothing needs re-validating, while the logbook still captures the full operating context.
Already on Quickflow? Quickflow eQMS, Quickflow CPV and Quickflow eDMS connect out of the box.
Regulatory compliance
Built for the rules inspectors check logbooks against
The controls each regulator expects are part of the application, not a validation project of their own.
21 CFR
Part 11
Trustworthy electronic records and signatures, complete audit trails and controlled access.
21 CFR
211.182
The equipment cleaning and use log the FDA expects for every major piece of equipment, in date and batch order.
EU GMP
Annex 11
Computerised systems in GMP: validation, data integrity, audit trails and signatures.
EU GMP
Chapter 4
Good documentation practice, applied to every logbook page that used to be paper.
MHRA
GxP data integrity
ALCOA+ from the moment of capture to the end of the retention period.
ISPE
GAMP 5
A risk-based validation approach, with the documents to support it.
Industries
Wherever GMP work has to be written down
Across life sciences manufacturing: cleanrooms, QC laboratories, production floors and warehouses.
Pharmaceuticals
R&D, API, formulation and finished dose, from the dispensary to the packing line.
Biotechnology
Fermentation, cell culture and biologics suites, where every room and vessel keeps a log.
Cell and gene therapy
Viral vector and cell therapy production, with cold chain records that cannot have gaps.
Medical devices
Cleanroom, sterilisation, assembly and packaging logs for device manufacturing.
API manufacturers
Reactor, dryer and utility logs across multi-step synthesis plants.
CDMOs
Logbooks per client and product, kept apart, on shared equipment and rooms.
Questions
Frequently asked
What QA, production and IT teams usually ask first.
What is an electronic logbook used for?
It replaces the paper books kept beside equipment, rooms and processes. Entries are made on screen, checked as they are made and searchable afterwards, which makes investigations and inspections faster and removes transcription errors.
What is Quickflow eLogbook?
A GMP logbook application on the Quickflow platform. It records, tracks and approves operational activity, from equipment use and cleaning to calibration, environmental checks and shift handovers, with data integrity controls on every entry.
Which records can it hold?
Equipment usage, cleaning, calibration and maintenance logs; cleanroom and environmental monitoring logs; QC laboratory logs such as reagents, columns and media; production and warehouse logs; and quality logs such as out-of-calibration, extension requests and training attendance.
Does it meet 21 CFR Part 11 and EU Annex 11?
Yes. It has an audit trail that cannot be edited, electronic signatures bound to their records, role-based access and validation documents, and it supports the equipment cleaning and use log required by 21 CFR 211.182.
Can operators record in real time?
Yes. Entries are time-stamped by the server as they are made, readings can come straight from the equipment, and the app keeps working offline and syncs when the connection returns.
Will it change our validated equipment or MES?
No. It connects read-only to PLCs, SCADA and instruments and sits beside your MES, so control logic is never modified and there is no re-validation cycle.
Does it work across several sites?
Yes. Templates can be standardised across sites while each site keeps its own records, and QA can see every site from one place.
Can we use our existing logbook formats?
Yes. Upload the Word template your SOP already uses and the Digital Scientist proposes the matching electronic form. QA reviews and approves it before it goes live, and every later change is versioned.
Full overview: Electronic logbook for GMP operations
Logbooks are some of the oldest records on a GMP site and still some of the most important. They show who used a piece of equipment, when it was cleaned and calibrated, what the room conditions were and what the operator noticed. Inspectors ask for them, investigations depend on them, and on most sites they are still written by hand.
Quickflow eLogbook moves them onto one validated platform. An operator scans an equipment tag and the entry opens with the equipment, room, product and batch already filled from master data and the batch record. Checklists enforce the order set in the SOP, readings arrive read-only from PLCs, SCADA and instruments, and observations can be typed or dictated, including offline.
The eLogbook is the record layer between execution systems and the equipment. MES records whether a step was done; the logbook keeps the context around it: cleaning detail, utility excursions, shift handovers, calibration checks and exceptions. It sits beside validated systems without changing their logic, so there is no re-validation of equipment or MES.
A Digital Scientist turns the Word templates your SOPs already use into electronic forms for QA to approve, reads every entry for outliers and slow trends, and recommends maintenance before a breakdown. A named supervisor or engineer reviews each recommendation and signs. Every entry, change and signature is in the audit trail.
The application is built for 21 CFR Part 11, EU GMP Annex 11 and Chapter 4, the equipment cleaning and use log required by 21 CFR 211.182, MHRA data integrity expectations and GAMP 5, and it lets several sites keep logbooks to one standard.
Laboratory
Related applications
See Quickflow eLogbook on your own process.
Tell us how this runs in your organisation today and we will walk through the application against it, with your QA and IT teams in the room.