SystemRegulatory Affairs

Regulatory Due Diligence

Regulatory due diligence that reads every file in the data room before the bid

Every regulatory file in the data room read and every risk scored before the bid.

See one case, screen by screen ↓
demo6,214filesevery regulatory file in the sample data room read and cited, batch 14 included
demo10findings1 Critical, 4 Major, 5 Minor — each resting on cited passages
target6hoursmedian from a seller upload to a scored, cited finding
target118daysfrom close to the last registration transferred, every market planned at signing
In short

What is Regulatory Due Diligence?

The regulatory workstream of a pharma or biotech acquisition: checking the target's approvals, post-marketing requirements and commitments, open agency questions, inspection history and labeling before the bid, then planning each registration's transfer after close. Regulatory Due Diligence reads every regulatory file in the seller's data room, checks it against the public record, scores each risk with citations and lays the result out by product and market.

How to choose AI solutions for life sciences →

Updated

The problem

Why regulatory diligence leans on the management presentation

A mid-size target's data room holds tens of thousands of files, and the seller keeps uploading in batches until the bid. The regulatory team has a few weeks to answer one question: are the approvals, post-marketing requirements, open agency clocks and inspection history as clean as the management presentation says? By our estimate, a four-person team reads about a third of the regulatory files closely. For the rest it samples, and trusts the seller's summary.

The risk sits where the seller summarises. A deck that calls a complete response letter "limited to observations at our third-party manufacturer" when the published letter also asks for a thorough QT study. A PREA pediatric assessment past its deferral date. A 505(o)(4) safety labeling change notification that lands in the last batch, two days before the red-flag report. Each obligation passes to the buyer with the product, and each registration then needs its own legal transfer after close.

estimated~30%of the regulatory files a four-person team sampling for four weeks typically reads
demo41,870filesin the sample target's data room, 6,214 of them regulatory
demo2daysbefore the red-flag report was due, the seller uploaded 312 more files
Where a four-week regulatory review's working days goestimated
By hand20 days
With the solution4.5 days
  • Indexing and classifying each seller upload4 → 0.5 d
  • Building the registration, commitment and agency-clock inventory4 → 0.5 d
  • Checking seller statements against published agency records3 → 0.5 d
  • Scoring findings and drafting seller questions3 → 1 d
  • Writing and signing the red-flag report3 → 1 d
  • Planning each market's transfer at signing3 → 1 d

Estimated split for the regulatory workstream on a bolt-on deal with a handful of marketed products, by hand and with the solution.

How it works

How a data room moves

Six agents read every upload, check the public record, score each registration and plan the transfers; the diligence lead confirms every finding.

What comes in
Data room inSeller uploads + public record · nightly or ad-hoc batches
Agents at work
Data Room Readerread + classify
Then
Inventory Extractorevery approval, cited
Public Record Checkeragency letters
Then
Risk Scorerlikelihood × impact
Then
Report Writerred-flag report
Then
Integration Plannerat signing
A person decides
Diligence leadconfirms; Critical ones signed off
What comes out
Registration footprint
Cited red-flag report
Transfer plan per market
One case, step by step

One data room, from the last upload to the transfer plan

Project Larch: Northwind is bidding for Orvelle Pharmaceuticals — five products, 14 registrations in seven markets, $1.90 bn of 2027 forecast sales in the seller's model. It is October 7, Day 16 of the data room. The red-flag report is due on October 9 and the binding bid on October 16. Here is what happens next, screen by screen, in the working solution.

  1. 01Oct 7 · 07:20

    The footprint, and what is still unread

    Lena Ortiz · Regulatory due-diligence lead

    Lena opens Orvelle's registration footprint: one tile per product and market, sized by the 2027 forecast and coloured by regulatory risk. $960M — 50% of the forecast — sits on red or amber tiles, and 6,173 of 6,214 regulatory files are read and cited. Overnight the seller uploaded batch 14: 312 files, 41 of them regulatory. Tavirel US, Tavirel EU and Pelandra US are striped, their colour provisional.

    “41 files unread in batch 14. Tavirel US, Tavirel EU and Pelandra US cannot be called clean until they are read.”

  2. 02Replay the reading

    How the map took its colours, day by day

    Lena Ortiz · Regulatory due-diligence lead

    Replay runs the data room again from Day 1. Every tile starts grey and fills as the agents read. On Day 8 Pelandra US turns red: post-marketing requirement 4102-1, the pediatric assessment, is overdue and FDA has sent a non-compliance letter. On Day 15 ORV-214 US turns red: the complete response letter asks for a thorough QT study the seller did not mention.

    “Day 8 · Sep 29 — Pelandra US turned red — post-marketing requirement 4102-1 is overdue and FDA has sent a non-compliance letter.”

  3. 03One click

    “Read new upload” — batch 14 in 5.8 seconds

    The agents

    The Data Room Reader receives the 312 files, with checksums and access logged, and classifies them: 41 regulatory — 23 agency correspondence, 18 labeling. The Inventory Extractor pulls 64 facts with page citations and one new agency clock, a response due October 21. The Public Record Checker compares 186 agency records; the safety labeling change is not yet public. The Risk Scorer raises one new finding.

    “R-06 · Major. FDA asks for a liver-injury warning on Tavirel; the seller's forecast assumes no label change.”

  4. 04Batch 14 read

    Tavirel US turns amber in front of her

    Lena Ortiz · Regulatory due-diligence lead

    Every regulatory file in the data room is now read. Tavirel US — NDA 900417, $520M of 2027 forecast — turns amber. Its tile shows why: R-06, the FDA clock on the safety labeling change with 14 days left, the closed untitled letter R-09 and PMC 3302-2 on track. Reading coverage 1,148 of 1,148 files. Forecast on red or amber registrations rises from $960M to $1,480M, 78% of the total.

  5. 05R-06

    What the seller says, beside what the record says

    Risk Scorer

    Slide 22 of the management presentation reads “Label stable — no safety labeling changes assumed in the 2027–2031 forecast.” The safety labeling change notification asks for a new Warning and Precaution, section 5.4 Hepatotoxicity, with liver tests at baseline and monthly for the first three months, and a response within 30 days. Likelihood 4 × impact 4 = 16, Major. Effect on the deal: Tavirel forecast −4% to −7% from 2027.

    Proposed protection: “Price: reduce the Tavirel forecast by 4–7% from 2027.”

  6. 06The findings

    Ten findings, ranked by likelihood × impact

    Lena Ortiz · Regulatory due-diligence lead

    One Critical, told to the deal team within 24 hours. Four Major, for the weekly deal meeting. Five Minor, for the final report only. Each row shows its area, score, effect on the deal and status — R-02 on Pelandra and R-07 on three missing Quorvia eCTD sequences are with the seller as questions Q-046 and Q-045.

  7. 07R-01 · Critical 25

    The response letter the deck summarised

    Risk Scorer and Public Record Checker

    Slide 14 says the ORV-214 complete response was “limited to observations at our third-party manufacturer” and plans a Class 1 resubmission, approval mid-2027. The published letter, page 3, also asks for a thorough QT study. In the Type A meeting FDA did not accept modelling instead. A resubmission with new clinical data is Class 2, a six-month review, so the record supports approval mid-2028 at the earliest. Nine citations; a seller question and a protection are drafted.

    Proposed protection: “Contingent value right tied to ORV-214 approval; specific indemnity for Meridale remediation costs.”

  8. 08Confirmed · signed

    Lena confirms; a named signer releases it

    Lena Ortiz and Dana Okafor

    Lena confirms R-01 as Critical and it goes to Dana Okafor, head of global regulatory strategy, for sign-off. Dana signs with the meaning “Approved — release to the deal team”. Only then does the finding reach the deal team.

    “It is released to the deal team and the audit trail records your name, the time and the meaning.”

  9. 09Oct 9

    The red-flag report, a citation on every sentence

    Report Writer

    The Report Writer drafts six sections: summary, Critical findings, Major findings, registrations and commitments, recommended protections and integration. The summary opens with the reading behind it — all 6,214 regulatory files and 186 public agency records. Dana Okafor signs before it reaches the deal committee.

    “Every sentence above is cited · Dana Okafor signs before it reaches the committee.”

  10. 10At signing

    The same inventory becomes the transfer plan

    Integration Planner · Sam Patel

    The Integration Planner reads the 14 registrations, 6 commitments and open findings, picks each market's route and schedules it from close on December 1, 2026: in the US, letters from both holders under 21 CFR 314.72 and a licence transfer for the Quorvia BLA; the EU under Regulation (EC) 2141/96, national transfers elsewhere. 13 registrations move; Japan stays with the licensee. 1,842 eCTD sequences migrate, and the last transfer lands on Day 118. Sam Patel approves the plan.

Who it’s for

Built for everyone on the regulatory workstream.

The same data room, seen by the five people who carry it from the first upload to the last transfer.

LO
Lena OrtizRegulatory due-diligence lead · Project Larch
Regulatory due-diligence lead
Before
“I can't call a product clean if half its correspondence folder is unread.” Samples the data room and writes the red-flag report against the clock.
Now
Opens each finding with the seller's statement beside the agency's own words, then confirms, downgrades or asks the seller.
DO
Dana OkaforHead of global regulatory strategy · signs Critical findings and the report
Head of global regulatory strategy
Before
“If it moves the approval date, I sign it before anyone prices it.”
Now
Signs each Critical finding and the red-flag report with the meaning of her signature, before either reaches the deal team.
MC
Dr. Maya ChenCMC and inspections reviewer
CMC and inspections reviewer
Before
“An OAI at a contract site is a supply question as much as an approval question.”
Now
Reviews the Form 483 observations beside the public OAI classification, and owns the Meridale Site 4 finding.
OH
Omar HaddadBusiness development deal lead · clean team
Business development deal lead
Before
“Tell me how much of the forecast sits on a problem.”
Now
Sees reading coverage, where the risk sits and each confirmed finding's effect on the bid with its proposed protection.
SP
Sam PatelIntegration office lead · approves the transfer plan
Integration office lead
Before
“Every registration needs a route, a clock and an owner by Day 0.”
Now
Gets the transfer timeline and archive migration generated from the inventory, with a Day 1 checklist of owners, and approves the plan.
Built on the engine

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

Six agents read every upload, check the public record, score each registration and plan the transfers; the diligence lead confirms every finding.

Data Room Reader

Reads every file the seller uploads, classifies it — approval, agency letter, complete response, inspection, labeling, archive, contract — and links it to a product, recording the page of every fact.

  • Never summarises a file it could not read — it marks it unreadable
  • Never sends deal content outside the restricted area
Inventory Extractor

Builds the inventory: every registration, commitment (PMR, PMC, PAES, conditions), open agency question with its clock, and inspection — each with a page citation.

  • Never records a value without a citation
Public Record Checker

Pulls the public side — published complete response letters, EPARs, inspection classifications, warning letters — and sets the agency's own words beside the seller's statements.

  • Reads in only, with product names; never searches with deal-identifying terms
  • Prefers the agency text over a summary
Risk Scorer

Scores each issue for likelihood and impact against the thresholds in Settings, states the effect in months and value, drafts one question for the seller and one proposed purchase-agreement protection.

  • No finding without at least one citation
  • A Critical finding stops for a named signer
  • Effects are stated as estimates
Report Writer

Drafts the red-flag report section by section for the deal committee, from confirmed or signed findings only.

  • Every sentence cited
  • No valuation numbers outside the clean team
Integration Planner

At signing, turns the inventory into the transfer and archive plan: each market's legal route, the documents it needs and its clock, scheduled from the close date, with open findings and commitments linked.

  • The plan needs the integration lead's approval
  • No system writes before close
Diligence lead

Confirms each finding. The agents propose; a named person decides.

Ask in plain words

Ask the data room, in plain words

Ask about any file, finding, commitment or the transfer plan — or add a rule. Every answer cites the page it came from.

What did the seller leave out about ORV-214?

The seller's deck says the complete response letter was limited to manufacturing. The published letter lists a second deficiency: FDA wants a thorough QT study, and in the Type A meeting FDA did not accept modelling instead. A resubmission with new clinical data is Class 2, a six-month review. Approval moves from mid-2027 to mid-2028 at the earliest.

Which commitments are overdue or at risk?

The Pelandra PREA assessment, due Dec 31, 2025, is overdue. The ORV-214 thorough QT study, needed before resubmission, has not started. The Tavirel EU registry, due Mar 2028, is 37% enrolled. Three others are on track for 2027. FDA has already written to Orvelle about Pelandra, and the letter will be made public.

Add a rule: treat any agency request for a new clinical study as Critical

Done. From now on, when a complete response letter, meeting minutes or scientific advice asks for a new clinical study, the Risk Scorer sets impact 5 and the finding goes to Dana Okafor for sign-off — as with the QT study for ORV-214. The rule is on in Settings and recorded in the audit trail.

How long will the registration transfers take?

US, 4 applications by letters from both holders (21 CFR 314.72, or a licence transfer for the Quorvia BLA): Day 14–30. EU, 2 authorisations under Regulation (EC) 2141/96: Day 65, packs by Day 118. UK, Canada, Switzerland and Australia by national transfers: Day 70–110. Japan stays with the licensee. The last transfer lands on Day 118 after the Dec 1 close.

Every screen

The working solution, as it ships.

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

Registration footprintEvery registration sized by forecast and coloured by risk, with unread files striped, the reading behind the map and the largest red and amber tiles.
Replay the readingThe data room replayed day by day: tiles start grey and take their colour on the day a finding was raised.
A new upload readEach agent's step on batch 14 in view: files classified, facts cited, the public record compared, one new finding.
One registration, why it is amberTavirel US after batch 14: its findings, the agency clock, commitments, reading coverage, forecast and transfer route.
FindingsEvery finding scored for likelihood and impact, with its effect on the deal, owner and status, and the questions with the seller.
Seller against the recordThe seller's statement beside the agency's words, the score, the cited reasons and the effect on the deal.
The Critical findingThe seller's plan against what the record supports, quarter by quarter, with nine cited sources.
Sign-offA named signer releases the Critical finding to the deal team, with the meaning of the signature.
Red-flag reportSix sections drafted from the findings, a citation on every sentence, the proposed protections and the sign-off.
Registration and commitment inventoryRegistrations by product and market, commitments, agency questions and inspections — every row with its source.
Integration planThe plan generated from the inventory: each market's route and clock from Day 0 and the eCTD sequences to migrate, waiting for the integration lead's approval.
DashboardReading coverage against a sampled review, findings by area, where the risk sits and where the evidence came from.
Your rulesRisk rules, severity thresholds, sign-offs and the access controls for inside information.
Governance

Built for inside information: cited, signed, on the record.

Every finding rests on a cited passageEach finding opens at the data-room page or the public agency record behind it — the seller's statement beside the agency's own words. A finding without a citation is never raised.
The lead decides; a named person signsThe agents raise and score. The diligence lead confirms, downgrades or questions every finding, a named signer releases each Critical finding, and the red-flag report is signed before it reaches the deal committee.
Never clean while files are unreadEvery tile shows how much of the data room behind it has been read. Unread files stripe the tile and mark its colour provisional, so no registration looks clean before it is read.
Restricted, logged and watermarkedOnly the named people on the deal can open it. Every view and download is logged against the person — this cannot be turned off — and exports carry the reader's name.
Nothing about the deal goes outPublic record checks read in with product names only; the agents never send deal content outside. Pricing and valuation effects are visible to the clean team only.
Every step on the audit trailEvery agent step, seller question, confirmation, downgrade with its reason and signature is recorded with who, what and when — and so is every change to the rules.
Configuration

Your diligence standards, as settings

The risk rules, severity thresholds, signers and access controls every finding is held to are settings, on the audit trail.

SettingDefaultChoose from
Compare seller statements with the agency's own wordsOnOn · Off
Prefer the public record over seller summariesOnOn · Off
Flag commitments past their due dateOn — overdue PMRs, PMCs, PAES milestones and NOC conditionsOn · Off
Read new seller uploads within 2 hoursOn — nightly and ad-hoc batchesOn · Off
Critical from (likelihood × impact)20Step up or down, one point at a time
Major from (likelihood × impact)9Step up or down, one point at a time
Signs Critical findings · signs the red-flag reportDana Okafor · Dana OkaforDana Okafor or Dr. Maya Chen · Dana Okafor or Omar Haddad
Approves the integration planSam PatelSam Patel · Dana Okafor
Connections

Works with the records a deal already runs on

Seller's virtual data roomevery batch as it lands, nightly or ad hoc
Public agency recordscomplete response letters, inspection classifications, EPARs, warning letters
Seller's forecast model2027 forecast sales by product and market
eCTD archive indexevery sequence by application, and the gaps
Management presentationthe seller's statements, checked against the record
Your RIM system, after closethe archive migration and transfer plan
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
99%
of the data room's regulatory files read and cited; a sampled review covers about 30%
regulatory files read and cited
target
6hours
median from a seller upload to a scored, cited finding
target
118days
from close to the last registration transferred, every market planned at signing
Last transfer on day 118
integration usually runs 100–200 days

“demo” = seen in the working solution, on its sample deal data · “target” = the design goal, measured in the live solution · “estimated” = our estimate, including the share a sampled review reads · Regulatory context: FDA publication of complete response letters (2025); 21 CFR 314.72 and 314.110; FDCA sections 505B and 505(o); Commission Regulation (EC) No 2141/96. People, companies, products and deals named on this page are fictional — characters and sample data in the working solution.

Questions

What deal teams ask us.

What is pharma regulatory due diligence?

The regulatory workstream of a pharma or biotech acquisition: checking the target's approvals, post-marketing requirements and commitments, open agency questions, inspection history and labeling before the bid, then planning each registration's transfer after close. Regulatory Due Diligence reads every regulatory file in the seller's data room, checks it against the public record, scores each risk with citations and lays the result out by product and market.

How does it check what the seller says against the agencies?

The Public Record Checker pulls published complete response letters, EPARs, inspection classifications and warning letters, and sets the agency's own words beside the seller's statement. In the sample deal the deck called the ORV-214 complete response a manufacturing issue; the published letter also asks for a thorough QT study. Where the two disagree, the public record wins by default.

What happens when the seller uploads files late?

New batches are read within two hours of arrival by default. Until they are read, every affected tile is striped and its colour marked provisional. In the sample deal, batch 14 — 312 files, 41 regulatory — was read in 5.8 seconds and raised one new Major finding on a Tavirel liver-injury warning.

How are findings scored?

Likelihood (1–5) times impact (1–5). By default a score of 20 or more is Critical and goes for sign-off and to the deal team within 24 hours; 9 or more is Major, discussed at the weekly deal meeting; below that is Minor. Each finding carries its effect in months and value, a question for the seller and a proposed protection for the purchase agreement.

Does it plan the marketing authorisation transfers?

Yes. At signing the Integration Planner turns the same inventory into a plan: each market's legal route — in the US, letters from both holders under 21 CFR 314.72 or a licence transfer for a biologic; the EU under Regulation (EC) 2141/96, national transfers elsewhere — scheduled from the close date, with the eCTD archive migration and a Day 1 checklist. The integration lead approves it, and nothing is written to any system before close.

Is deal information kept confidential?

Only the named people on the deal can open it, every view and download is logged against the person, and exports are watermarked with the reader's name. The agents read public records in and never send deal content out, and valuation effects are visible to the clean team only.

Do people stay in control of the findings?

Yes. The agents raise and score; the diligence lead confirms, downgrades with a reason or asks the seller. A Critical finding is released only after a named signer signs, and the red-flag report is signed before it reaches the deal committee. Every step is on the audit trail.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your diligence checklist, risk rules, signers and a sample data room — and it goes live once every quality gate has passed. We will walk you through it on a data room of your own first.

See it on
your next data room.

We'll run Regulatory Due Diligence on a sample data room of your own.