WorkflowRegulatory Affairs

CCDS Change Cascade Manager

CCDS change management that finds every local label a change touches, and puts each market on its clock from day one

Every core data sheet change finds each local label it touches and puts every market on a clock from day one.

See one case, screen by screen ↓
demo16minfrom labeling committee approval to 16 country tasks open, each with its owner and date
demo87%of drafted local sentences reused from approved translation memory
targetDay 1changes classified, every market mapped and its country task open on the day the CCDS is approved
target89%of local submissions on time against the company clock
The problem

Why a CCDS change takes weeks to reach the local labels

The labeling committee approves a new Company Core Data Sheet, and the clock starts: a safety-critical change has to be submitted in every market within the company’s 30 days. First someone has to work out what actually changed between the two versions, which of those changes are safety-critical, and where each one lands in 26 local labels across 16 markets — the USPI, the SmPC and package leaflet, the bula, the IPP, the JPI, the Product Monograph — each with its own section numbers and template.

Then the local text has to be written in each language without losing what is already approved: the wording a health authority asked for, the format a template requires, the sentence the translation memory already holds. An affiliate shortens a sentence to fit a leaflet and a monitoring instruction quietly disappears. By the time the impact assessment is done, a third of the clock can be gone, and nobody has a single view of which market is late.

typical1–10daysfor change and impact assessment by hand
typical≈1,800a yearlocal label revisions for 30 products in 15 markets, four updates each
typical30daysa typical company clock to submit a safety-critical change in every market
Where a safety-critical change’s days goestimated
By hand34 days
With the solution18 days
  • Comparing versions and classifying changes3 → 0.5 d
  • Mapping every local label and section5 → 0.5 d
  • Drafting local text10 → 3 d
  • Translation of new sentences10 → 9 d
  • Affiliate review and filing6 → 5 d

Estimated split for one safety-critical CCDS change across 16 markets, by hand and with the solution.

How it works

How a label change moves

Six agents compare, classify, map, draft, schedule and check every change; the labeling lead decides each local deviation.

What comes in
Core data sheet inNew CCDS version · local labels, translation memory, registrations
Agents at work
CCDS Comparerold vs new, section by section
Then
Safety Change Classifiersafety-critical, safety, editorial
Label Impact Mapperevery market and section
Then
Local Text Draftereach language and template
Then
Deadline Plannera task per market
Then
Meaning Checkerchecks affiliate edits
A person decides
Labeling leaddecides deviations; affiliates approve
What comes out
Draft text per market
Country tasks with deadlines
Late markets escalated
One case, step by step

One safety-critical CCDS change, from committee approval to every market

Veltrimab CCDS 15.0 adds a warning for drug-induced liver injury after signal SIG-2026-031. It has to reach 16 markets by Nov 1. Here is day 5 of its clock, screen by screen, in the working solution.

  1. 01Morning

    Every market, on one map

    Dr. Maya Chen · Global labeling lead

    Maya opens the cascade map: Veltrimab 15.0, safety-critical, day 5 of 30 to submit in 16 markets. 15 of 16 markets are on track, the deadline is 25 days away, and five things wait for her — a deviation to decide in Brazil, a diverging edit in Mexico, Talmirex CCDS 23.0 approved this morning, and Turkey and South Africa late on Corventa 9.0.

    “Meaning Checker · Re-checked 9 affiliate edits since yesterday — 8 keep the CCDS meaning, 1 does not (Mexico).”

  2. 02Oct 2 · 16:07

    Five changes, in redline, each with its class

    CCDS Comparer · Safety Change Classifier

    The comparer aligned 14.2 and 15.0 section by section and found five changes, layout edits ignored. §4.4 gets a new warning for drug-induced liver injury, with liver enzymes and bilirubin measured before treatment and periodically thereafter — safety-critical. §4.8 adds liver injury as uncommon and moves urticaria to common; §4.6 adds pregnancy registry data; §4.2 and §5.2 are editorial. Omar Haddad, the safety physician, confirmed the safety-critical class.

    Why it changed: 27 cases of drug-induced liver injury, 3 with acute liver failure; PRAC asked for §4.4 and §4.8 to change within 60 days.

  3. 03Oct 2 · 16:11

    Every market and section the change lands in

    Label Impact Mapper

    The impact matrix shows each change against each market: Update where the text must change, Aligned where the local label already says it, Deviation where a registered local wording covers the passage, Diverging where an edit changes the meaning. Across 16 markets and 26 local labels: 68 sections to update, 5 already aligned, 5 deviations or edits to check.

    The mapper never marks a passage aligned without a cited local sentence, and registered deviations always go to a person.

  4. 04Oct 2 · 16:21

    A country task for every market, with its procedure

    Deadline Planner

    Sixteen country tasks open with the procedure from the registration data and an owner in each market: a CBE-0 supplement for the US, already submitted on Oct 6; an SNDS-C for Canada; a Type II variation for the EU, due Nov 25; a notificação de alteração de texto de bula for Brazil. Turkish, Japanese, Chinese and Korean are with the translation vendor, back Oct 9 to 14.

  5. 05Your decision

    The bula drafted — and the ANVISA wording kept

    Local Text Drafter

    The Brazil draft of the bula profissional, section 5 Advertências e precauções, is built sentence by sentence: approved translations used as they are, a 94 % close match adjusted, and the patient wording for the bula paciente. Brazil has a registered deviation, DEV-BR-004: ANVISA asked in 2024 for liver tests before treatment and every 3 months. The drafter kept that sentence and asks Maya.

    “Keep the ANVISA wording — liver tests before treatment and every 3 months — stricter than the CCDS, so the core safety information is still met.”

  6. 06Signed

    Approved, e-signed, sent to the affiliate

    Dr. Maya Chen · Global labeling lead

    Maya keeps the deviation, and the register re-confirms it. She approves the Brazil draft — bula profissional and bula paciente — with her password; the signature, its meaning (“Approved by the global labeling lead”) and the time are stored with the record. Rafael Souza, the affiliate regulatory manager in Brazil, has it for affiliate review.

  7. 07Oct 6 · 17:43

    An affiliate edit that drops a safety instruction

    Meaning Checker

    In Mexico, Ana Torres shortened the IPP draft “for space in the IPP reducida” and removed “y periódicamente después”. The Meaning Checker back-translated the edit and flagged it: patients would be tested only once before treatment — weaker than CCDS 15.0 — and no registered deviation covers it.

    Three choices: send back with the CCDS sentence, escalate to the Americas head, or accept with a justification and Safety sign-off.

  8. 08One click

    Sent back, with the sentence restored

    Dr. Maya Chen · Global labeling lead

    Maya sends the edit back to Ana Torres. The CCDS sentence is restored in the draft, the Meaning Checker re-checks the next edit, and the decision is on the activity record of the change.

  9. 0908:10 · arrived today

    The next CCDS, analysed the day it is approved

    The agents

    Talmirex CCDS 23.0 was approved by the labeling committee this morning after signal SIG-2026-038: a new warning for Stevens-Johnson syndrome and toxic epidermal necrolysis. Maya uploads it and the six agents run: 3 changes, 26 local labels, 44 sections to update, 1 already aligned and 2 deviations to check — Brazil’s ANVISA patient-alert sentence among them. 16 country tasks open, submit by Nov 6.

  10. 10Every month

    How fast changes reach every label

    Dr. Maya Chen · Global labeling lead

    Over 12 months: 1,184 local label revisions across 30 products and 16 markets, a median of 31 days from CCDS approval to local submission against a 30-day target, and 89 % submitted on time. Where the days go now: impact assessment 2.6 days, translation 9.4, health-authority review 21.

    “Impact assessment and drafting take hours, not weeks, once the agents do them; translation and health-authority review remain the long steps.”

Who it’s for

Built for everyone who carries a label change.

The same CCDS change, seen by the five people who move it from the core data sheet to each market — what their week looked like, and what it looks like now.

MC
Dr. Maya ChenGlobal labeling lead
Approver
Before
Builds the impact assessment by hand for every new CCDS, and learns a market is late when it has already missed its date.
Now
Starts from a redline, an impact matrix and 16 open country tasks; decides only the deviations and diverging edits that need her.
OH
Omar HaddadSafety physician (PV)
Safety sign-off
Before
Checks that a new warning reached every local label by asking each market.
Now
Confirms each safety-critical classification against the signal assessment, and signs off the text of new warnings.
RS
Rafael SouzaAffiliate regulatory manager, Brazil
Affiliate
Before
Receives a global text to translate and has to put back the wording ANVISA asked for.
Now
Receives a Portuguese bula draft with the ANVISA deviation kept and every sentence showing where it came from.
AT
Ana TorresAffiliate regulatory manager, Mexico
Affiliate
Before
Shortens a sentence to fit the IPP reducida, and nobody notices what it removed until much later.
Now
Gets the edit back the same day, with the CCDS sentence it dropped and the reason, before anything is submitted.
DO
Dana OkaforLabeling operations
Register owner
Before
Keeps the deviations, the translation memory and the vendors in separate files.
Now
Owns one deviation register with the reason and the evidence for every local difference, and sees which ones an open change touches.
Built on the engine

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

Six agents compare, classify, map, draft, schedule and check every change; the labeling lead decides each local deviation.

CCDS Comparer

Aligns two CCDS versions section by section and lists every change as a labeling concept with old and new text.

  • Cites both versions for every change
  • Layout-only edits are reported separately, never as changes
  • Never merges two changes into one
Safety Change Classifier

Classifies each change as safety-critical, safety or editorial, gives the reason with the signal, PSUR or committee minutes, and sets the clock that follows from it.

  • When unsure between two classes, chooses the stricter one
  • Safety-critical needs Safety (PV) confirmation
Label Impact Mapper

Uses the registration data and the CCDS-to-local section map to find every local label and section a change lands in, and compares meaning, not words, with what the local text already says.

  • Never marks a passage aligned without a cited local sentence
  • Registered deviations always go to a person
Local Text Drafter

Drafts the local wording sentence by sentence in each market’s language and template — approved translation memory first, then the local template wording, then new translation marked for a linguist.

  • Every sentence shows where it came from
  • Languages without enough approved memory go to the translation vendor
  • Never overwrites a registered deviation
Deadline Planner

Opens a country task per market with the procedure, the submission date and the affiliate owner; every morning compares progress with the clock and escalates late markets to the regional head.

  • Escalations go to named people only
  • Dates follow the clock rules in Settings
Meaning Checker

Back-translates each affiliate edit, compares its meaning with the CCDS and checks the deviation register before flagging divergence.

  • Removed safety information is always flagged
  • Explains the difference in plain words
Labeling lead

Decides each deviation. The agents propose; a named person decides.

Ask in plain words

Ask about any change, market or deviation

The assistant answers from the CCDS versions, every local label, the deviation register and the country tasks — and can escalate a market or add a rule.

Which markets are at risk on the Veltrimab safety deadline?

All 16 markets must submit by Nov 1 (EU Type II by Nov 25). Mexico: the edit dropped the monitoring sentence — send back or escalate. Brazil: waits for your deviation decision. Turkey is with the vendor, back Oct 9; Japan, Korea and China back Oct 13–14. None is late yet.

What changed between CCDS 14.2 and 15.0?

Five changes: a new §4.4 warning for drug-induced liver injury, with liver tests before and during treatment (safety-critical); §4.8 liver injury added as uncommon and urticaria now common; §4.6 a pregnancy registry of 318 pregnancies with no increase in major birth defects; and editorial changes to §4.2 (infusion over at least 30 minutes) and §5.2 (half-life 19 days).

Why is Brazil keeping “every 3 months”?

Because ANVISA asked for it in 2024 (deviation DEV-BR-004). CCDS 15.0 says “periodically”; the stricter local wording still meets the core safety information, so the drafter kept it and asked you.

Add a rule: never overwrite a health-authority deviation

Done. Every deviation in the “Health-authority mandated” category is now locked — like Brazil’s every-3-months liver tests and Turkey’s pregnancy category. Only a new health-authority letter can retire one. The rule is on in Settings and recorded in the audit trail.

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 cascade mapWhere a CCDS change stands in every market, what needs the global labeling lead, the next clocks and what the agents did today.
Every CCDS changeEach version in flight with its category, trigger, number of changes, markets by stage and next clock.
What changedThe old and new CCDS in redline, each change classified, with the agents’ steps and why it changed.
The impact matrixEach change against each market: update, already aligned, registered deviation or diverging edit.
Country tasksSixteen markets with their local labels, procedure, stage, clock and owner.
A market draftThe Brazil bula drafted sentence by sentence, the ANVISA deviation kept and the decision waiting, with the sources beside it.
Approved and sentThe deviation kept and re-confirmed in the register; the e-signed Brazil draft is with Rafael Souza for affiliate review.
A diverging editAn affiliate edit that removed a monitoring instruction, flagged with the CCDS sentence it dropped.
Sent backThe CCDS sentence restored in the draft; the next edit is checked again.
A new CCDS, analysedTalmirex 23.0 the day it is approved: 3 changes mapped across 16 markets and the country tasks open.
The deviation registerEvery place a local label differs from the CCDS, its category, status and the open change that touches it.
The labeling dashboardDays from CCDS approval to local submission, on-time rate, where the days go and days to submission by market.
Your rulesSubmission and implementation clocks, translation memory threshold, deviation and edit checks.
Governance

Built for regulated labeling: sourced, signed, on the record.

Every sentence shows its sourceEach drafted sentence is marked as an approved translation used as it is, a close match adjusted, a new translation for a linguist, or a registered deviation kept — and opens the passage it came from.
Registered deviations are never overwrittenWhere a health authority, a template or local safety data requires different wording, the drafter keeps it and the global labeling lead decides, with the letter or the register entry beside it.
Every affiliate edit checked for meaningThe Meaning Checker back-translates each edit and flags removed or weakened safety information before anything is submitted.
Safety (PV) confirms what is safety-criticalEvery safety-critical classification is confirmed by the safety physician, and the text of new warnings needs Safety sign-off. When unsure between two classes, the stricter one is chosen.
A named person signsA local draft goes to the affiliate only after the global labeling lead approves it with an electronic signature — password, meaning and time stored with the record.
Every step on the recordThe committee approval, each agent’s result, each decision and each submission are on the activity record of the change, ready to export for an inspector.
Configuration

Your company clock and your drafting rules

The clocks, the translation threshold, the approvers and the escalations are settings, not a project.

SettingDefaultChoose from
Safety-critical changes — submit within30 days15 · 30 · 45 days
Safety-critical changes — implement within90 days60 · 90 · 120 days
Other safety changes — submit within90 days60 · 90 · 180 days
Use translation memory at or above85 %75 · 85 · 95 %
Keep registered deviations and ask meOnOn · Off
Global drafts and deviations decided byDr. Maya ChenDr. Maya Chen · Lena Ortiz · Dana Okafor
Safety-critical wording signed off byOmar HaddadOmar Haddad · Dr. Maya Chen
Escalate a late market after3 days1 · 3 · 5 days
Connections

Works with the labeling records you already keep

CCDS versionsevery approved version, with its signal and committee record
Local labelsUSPI, SmPC and PIL, bula, IPP, JPI, Product Monograph — by market and language
Translation memoryapproved sentence pairs from health-authority-approved labels
Registration datathe procedure, authority and owner for each market
Deviation registerevery local difference from the CCDS, and why
Signal assessmentsthe safety reason behind each change
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
Day 1
changes classified, every market mapped and its country task open on the day the core data sheet is approved
By handdays 1–10
With agentsday 1
target
89%
of local submissions on time against the company clock
submitted on time
estimated
3,600+hours a year
saved across about 1,800 local label revisions, at 2–4 hours each

“demo” = seen in the working solution, on its sample labeling data · “target” = the design goal, measured in the live solution · “estimated” = our estimate of where the days go, before deployment · “typical” = published labeling benchmarks (30 products × 15 markets × 4 updates ≈ 1,800 revisions a year; change and impact assessment by hand takes days 1–10) and typical company clocks (safety-critical changes submitted within 30 days). People and products named on this page are fictional, from the working solution.

Questions

What labeling teams ask us.

What is a CCDS change cascade?

When the Company Core Data Sheet changes, every local label that follows it — USPI, SmPC, bula, IPP, JPI and the rest — has to be assessed, updated, translated, reviewed by the affiliate, submitted and implemented. The CCDS Change Cascade Manager runs that cascade: it finds every label and section a change touches, drafts the local text and tracks each market to approval and implementation.

How does it decide which local labels a change affects?

The Label Impact Mapper uses the registration data and a map from CCDS sections to each local template to find the documents and sections affected. It compares meaning, not words, and marks each passage Update, Already aligned, Not in this label or Deviation — never aligned without a cited local sentence.

Does it overwrite wording a health authority asked for?

No. The drafter never overwrites a registered deviation. It keeps the local wording, shows the CCDS text and the health-authority letter or register entry beside it, and the global labeling lead decides whether to keep it or align to the CCDS.

How does it use our translation memory?

It reuses approved translations first — exact matches as they are, close matches adjusted and marked — then local template wording, then new translation marked for a linguist. Languages below your threshold (85 % in the working solution) go to the translation vendor automatically.

Will it catch an affiliate edit that changes the meaning?

Yes. The Meaning Checker back-translates every affiliate edit and compares it with the CCDS. Removed or weakened safety information is always flagged, and you can send it back, escalate it to the regional head or accept it with a justification and Safety sign-off.

Can we set our own submission clocks?

Yes. The submission and implementation clocks for safety-critical and other safety changes, whether editorial changes wait for the next update, who approves, and when a late market is escalated are all settings.

Do people stay in control?

Yes. The agents propose; people decide. Safety (PV) confirms every safety-critical classification, the global labeling lead decides every deviation and signs each draft before it goes to the affiliate, and each affiliate regulatory manager approves the local text.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your CCDS versions, local labels, translation memory, registration data and deviation register — and it goes live once every quality gate has passed. We will walk you through it on one of your own past CCDS changes first.

See it on
your next CCDS.

We’ll run the CCDS Change Cascade Manager on one of your own past CCDS versions and its local labels.