WorkflowResearch & Discovery

Tech Transfer Package Builder and Gap Checker

The technology transfer package, built from your development records — every gap found and decided before a batch is at stake

Every transfer package built from the development records in days, with each gap found and decided before a batch is at stake.

See one case, screen by screen ↓
demo212parametersextracted for one biologics transfer, each with the passage it came from
demo46itemsof the transfer checklist checked on every gap check — found, partial, missing or in conflict
target11daysmedian to a complete package draft, from about 26 by hand
target98.6%of process parameters cited to their source; a person confirms the rest
The problem

Why transfer packages take weeks and gaps surface at the receiving site

A transfer package is built from records that were never written for the receiving site: development reports, executed batch records, the process FMEA, method documents and two equipment lists. Someone in MS&T has to read them all, copy every set point and range into tables, and work out what changes at the new scale — a 200 L pilot process going to a 2,000 L single-use bioreactor at another plant, or a tablet process going to a CDMO.

The hard gaps are not the missing documents. They are the ones hidden between sources: a hold time that is 48 h in the batch record and 72 h in a newer study, an FMEA that credits a Raman probe the receiving site does not have, a parameter nobody varied at small scale that will behave differently in a bigger vessel. Found late, they can turn into a failed engineering run or a deviation at PPQ.

target≈26daysto a complete package draft by hand
demo11%of gaps found in the last 30 days were two sources that disagree — the ones people most often miss by hand
typical40–60%faster package assembly is the industry estimate for this kind of tooling
Where a transfer package’s days goestimated
By hand26 days
With the solution11 days
  • Finding and reading the development records5 → 1 d
  • Copying parameters and ranges into tables7 → 1.5 d
  • Comparing sending and receiving equipment4 → 2 d
  • Checking against the transfer checklist4 → 1.5 d
  • Writing the package and protocol4 → 2 d
  • Deciding gaps with both sites2 → 3 d

Estimated split, in working days from kick-off to a complete package draft, by hand and with the solution. Deciding gaps can take a little longer, because more of them are found before the run.

How it works

How a transfer moves

Six agents read the records, check the package against the transfer checklist and write every gap; the transfer lead decides each one.

What comes in
Records inDevelopment records · reports, batch records, methods
Agents at work
Document readerclassify + split
Then
Parameter extractor
Equipment fit analyst
Then
Checklist checker46 items
Then
Gap writerwith a proposal
A person decides
Transfer leaddecides each gap; both sites sign
What comes out
Transfer package
Gaps with owners
Signed protocol
One case, step by step

One transfer, from new documents to a signed protocol

Veltrimab drug substance is moving from Process Development in Cambridge, MA to Plant 3 in Leiden — 200 L to 2,000 L single-use — with engineering run 1 booked for Nov 16. A new hold-time study has just arrived. Here is what happens next, screen by screen, in the working solution.

  1. 0107:40

    Every transfer, on one network map

    Lena Ortiz · Tech transfer lead, MS&T

    Lena opens the solution to nine transfers in motion across four of her company’s plants and three CDMOs: 45 open gaps, 39 of them blocking a start, and 23 waiting for her decision. The departures board lists the next milestones, and the first item under Needs you is new.

    “3 new documents for Veltrimab → Leiden — Hold-time study arrived Oct 6 · run the gap check.”

  2. 02Opened

    TT-2611, at 81 % ready

    Lena Ortiz · Tech transfer lead

    The transfer sits in the Protocol phase. Against the Biologics drug substance v4 checklist, 32 items are found, 7 partial, 5 missing and 2 not applicable, backed by 43 source documents. A banner lists what has arrived since the last check on Oct 2: the hold-time study DR-VLT-0451, Leiden’s equipment list rev 2 and the buffer hold-time study BHT-VLT-04.

  3. 03One click

    “Run gap check” — five agents, in view

    The agents

    The Document reader reads the three new documents, bringing the package to 46. The Parameter extractor re-reads 212 parameters and flags one: the neutralised pool hold, where two sources disagree, 48 h against 72 h. The Equipment fit analyst recomputes Leiden against Cambridge, the Checklist checker runs all 46 items, and the Gap writer writes up what changed.

    Each step shows what it found and how long it took — 1.9 s to read the new documents, 2.0 s to re-read the parameters.

  4. 0411 seconds later

    One new gap, on the item that changed

    Checklist checker

    Readiness drops from 81 % to 78 %. Checklist item G1, In-process hold times — “Supported hold times for every intermediate” — is now marked two sources disagree. The new gap, G-2611-03, says where each value came from and that the study notes the batch record has not yet been updated.

    “1 new gap written for you to decide.”

  5. 05Decided

    Two passages side by side, and a person chooses

    Lena Ortiz · Tech transfer lead

    The batch record MBR-VLT-DS-200 v5.2 says to hold the neutralised pool at 2–8 °C for not more than 48 h. The new study supports 72 h, with HMW up by only 0.1 %. Lena picks the recommended option — 48 h as the operating limit, 72 h as the proven limit — and her reason goes on the audit trail with the decision.

    “The Parameter extractor found two values for this limit. Agents never pick one — you decide which transfers.”

  6. 06Next

    Cambridge against Leiden, aspect by aspect

    Equipment fit analyst

    Ten aspects compared: 4 fit, 3 need an adjusted setting, 3 are gaps. Matching 20 W/m³ in the 2,000 L bioreactor needs about 1.5 m/s tip speed, above the 0.8–1.3 m/s studied and near Leiden’s 1.6 m/s maximum. Leiden’s drilled-hole sparger means pCO₂ is likely to rise, it has no Raman port for glucose control, and its virus filter comes from a different supplier.

  7. 07Next

    Each gap with its evidence, an action and an owner

    Gap writer

    G-2611-01, High, blocks the engineering run: peak pCO₂ at 200 L stayed between 62 and 95 mmHg and was never studied as a factor, and the FMEA does not assess it. The proposed action — six 3 L scale-down runs at 120–180 mmHg before the engineering run, plus a CO₂ stripping strategy in the Leiden recipe — goes to Sam Patel, due Oct 30.

    The Gap writer proposes actions. It never decides or closes a gap.

  8. 08Drafted

    The package, in the company template

    Package writer

    Ten sections, from purpose and scope through parameters and control strategy, equipment fit and scale-up, analytical methods, risk assessment, holds and stability to open gaps and agreed actions. Every statement cites its source, and the hold decision Lena just made is already in section 9. It exports as PDF, as Word, or as structured parameters for Leiden’s systems.

  9. 09Before signing

    The signature gate: four actions to agree

    Lena Ortiz · Tech transfer lead

    Every gap that blocks the engineering run needs an agreed action before anyone signs, so the Sign button stays locked. Lena reviews the four the Gap writer proposed — pCO₂, the unassessed second supplier of medium A, off-line glucose without Raman, and the engineering-run sampling plan — each with its owner and due date, and agrees them.

  10. 10Signed · Oct 7

    Both sites and Quality sign the protocol

    Lena Ortiz, Sam Patel, Omar Haddad

    Dr. Maya Chen signed for the sending site on Oct 5. Lena signs TTP-2611 v1.0 with her password and the meaning “Approved — transfer lead”, confirming she reviewed every gap decision that blocks the run. Sam Patel signs for Leiden, Omar Haddad approves for Quality, and TT-2611 moves to Engineering run.

    “Protocol signed by all four — TT-2611 moves to Engineering run.”

Who it’s for

Built for both sides of every transfer.

The same transfer, seen by the sending site, the receiving site, Quality and the transfer lead who holds it together.

LO
Lena OrtizTech transfer lead, MS&T
Transfer lead
Before
Tracks nine transfers by hand, and hears about a gap when the receiving site asks.
Now
Sees every transfer’s readiness and every gap waiting for her each morning, and decides each one with the evidence beside it.
MC
Dr. Maya ChenProcess development scientist
Sending site
Before
Answers the same questions about set points and ranges for every new site, from reports written years apart.
Now
Has one library of every parameter, with its range, class and source passage, reused across transfers.
SP
Sam PatelMS&T lead, Plant 3 — Leiden
Receiving site
Before
Finds out what his equipment cannot match when the batch record is being written.
Now
Gets an aspect-by-aspect comparison of his equipment against the sending site, with every setting that must move.
OH
Omar HaddadQuality assurance
Quality
Before
Approves protocols without seeing which gaps were still open behind them.
Now
Signs once every gap that blocks the run has an agreed action, with every decision on the activity trail.
Built on the engine

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

Six agents read the records, check the package against the transfer checklist and write every gap; the transfer lead decides each one.

Document reader

Reads development reports, batch records, FMEAs, methods and equipment lists; records each one’s code, version, effective date, product, site and scale, and splits it by unit operation.

  • Never drops a page — every page is indexed or reported
  • Superseded versions are kept but never cited
Parameter extractor

Extracts every process parameter — set point, operating and proven ranges, class and scale-dependence — with its source passage, and normalises units.

  • Every value cites its source passage
  • Two sources that disagree become a conflict for a person — never averaged or picked
Equipment fit analyst

Compares sending and receiving equipment for each unit operation and computes the scale factors — power per volume, tip speed, kLa, CO₂ stripping.

  • Shows every calculation with its inputs
  • Flags any parameter pushed outside its studied range
Checklist checker

Checks the package against the transfer checklist for the modality and marks each item found, partial, missing or in conflict, citing the passages that satisfy it.

  • An item is found only with cited evidence
  • Never marks an item not applicable without a stated reason
Gap writer

Writes each gap with its evidence, severity, what it blocks — engineering run or PPQ — a proposed action and a suggested owner.

  • Proposes actions — never decides or closes a gap
  • Severity follows the rules of your transfer procedure
Package writer

Drafts the tech transfer package, the transfer protocol and the engineering-run sampling plan in the company template.

  • Every statement cites a source; it never invents a value
  • Every open gap is listed in section 10 with its agreed action
Transfer lead

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

Ask in plain words

Ask about any transfer, in plain words

Anyone on the transfer can ask about a parameter, a gap or a signature — or tell it what to change. Answers cite the passages they come from.

Which hold time should Leiden use for the neutralised pool?

The executed batch record allows 48 h at 2–8 °C; the new hold-time study supports 72 h with HMW up only 0.1 %. I recommend transferring 48 h as the operating limit and 72 h as the proven limit, and updating the batch record at its next revision.

Can Leiden match the agitation?

Not inside the studied range. Cambridge runs 20 W/m³ at 1.1 m/s and studied 0.8–1.3 m/s. At Leiden, matching 20 W/m³ needs about 1.5 m/s, near the 1.6 m/s maximum; matching tip speed would drop to about 8 W/m³. The agreed action runs 1.5 m/s with daily viability and HMW checks.

What does the FMEA miss for Leiden?

Two things: FM-14 credits in-line Raman for detection (score 2), which Leiden does not have, and FM-22 — pCO₂ at scale — was never assessed. G-2611-09 proposes a joint re-scoring session.

Add a rule: every scale-dependent parameter needs a scale rationale

Done. The rule is on, and the Checklist checker re-ran on the open transfers: 2 new gaps — TT-2614 has 6 scale-dependent parameters without a rationale and TT-2620 has 4. Each gap proposes a scale calculation or a scale-down study reference. The change is on 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.

Transfer networkEvery transfer to your plants and CDMOs on one map, with open gaps, decisions waiting, the next start and the departures board.
One transferThe route, the phase, the people, readiness against the 46-item checklist and the source documents behind it.
Gap check, runningFive agents read the new documents, re-extract parameters, recompute equipment fit and check the checklist, in view.
The checklist, item by itemEach tile found, partial, missing, in conflict or not applicable — click one for what the checklist asks and what the agents found.
Two sources disagreeThe batch record and the new study, passage beside passage, and the choice of which value transfers left to a person.
Equipment fitSending against receiving equipment, aspect by aspect: what fits, what needs an adjusted setting and what is a gap.
Gaps with evidenceEvery gap with its severity, what it blocks, the evidence, a proposed action, an owner and a due date.
The transfer packageTen sections in the company template, every statement cited, open gaps and agreed actions in section 10.
Agree proposed actionsThe actions that clear the signature gate, reviewed together, each with its owner and due date.
The signed protocolSending site, receiving site, Quality and the transfer lead, each signature recorded with its meaning.
Process knowledge1,284 parameters across 6 products and 23 transfers, each with its range, class, scale-dependence and source.
DashboardPackage assembly time, gaps found before a start, parameters cited, gap burn-down and readiness by checklist area.
SettingsTransfer checklists by modality, gate rules and who signs for each site.
Governance

Built for regulated transfers: cited, decided, signed.

Every value cites its sourceClick any parameter, checklist tile or gap to see the exact passage of the report, batch record or study it came from. Superseded versions are kept but never cited.
Conflicts go to a personWhen two sources give different values, both are shown side by side. The agents never average or pick one — a named person decides which value transfers, and why.
Agents propose, people decideThe Gap writer proposes an action and an owner for each gap. Only a person agrees an action, accepts a risk or closes a gap.
A gate before the signatureThe Sign button stays locked until every gap that blocks the engineering run has an agreed action.
Both sites close a gapThe receiving site co-signs every closure, and the protocol is signed by the sending site, the receiving site, Quality and the transfer lead.
Signed with meaning, on the recordEach signer confirms with their password, and the signature is recorded with its meaning on the audit trail. Every agent step and every human decision is written to the transfer’s activity trail.
Configuration

Your transfer procedure, as settings

Checklists, gate rules and who signs are settings, not a project — changes apply to the next gap check.

SettingDefaultChoose from
Checklist for biologic drug substanceBiologics drug substance v4Biologics drug substance v4 · Biologics drug substance v3
Checklist for oral solid dose and APIOral solid dose and API v3Oral solid dose and API v3 · Oral solid dose v2
Protocol signature needs an agreed action on every gap that blocks the engineering runOnOn · Off
Closing a gap needs both sitesOnOn · Off
Every scale-dependent parameter needs a scale rationaleOffOn · Off
Flag receiving-site ranges narrower or wider than the filed rangeOnOn · Off
Two sources that disagree always go to a personAlways onCannot be turned off
Who signs for the sending siteDr. Maya ChenDr. Maya Chen · Dana Okafor
Connections

Works with the records you already keep

Document management systemdevelopment reports, batch records, FMEAs
Electronic lab notebookdevelopment experiments
LIMS exportbatch results and methods, nightly
CDMO portaleach CDMO sees only its own transfer
Acquisition data roomsan acquired company’s files, read and tracked
Exportsthe package in Word or PDF, parameters as structured data
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
11days
median to a complete package draft, from about 26 by hand
By hand≈ 26 days
With agents11 days
target
98.6%
of process parameters cited to their source; a person confirms the rest
target
64gaps
found in the last 30 days before any batch started, each with evidence

“demo” = seen in the working solution, on its sample transfer data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = industry estimate of 40–60% faster package assembly. Context: ICH Q10 (knowledge management) and the WHO guideline on transfer of technology. People, companies and products named on this page are fictional — characters and sample data in the working solution.

Questions

What MS&T and tech transfer teams ask us.

What is a technology transfer package?

The set of documents a receiving site or CDMO needs to run a process: the process description, critical parameters and ranges, materials, equipment and scale-up, analytical methods, risk assessments and hold times. This solution builds it from your development records and lists every open gap with its agreed action.

How does it find gaps in a tech transfer?

The Checklist checker marks each item of your transfer checklist found, partial, missing or in conflict, with the passages that support it. The Equipment fit analyst compares the two sites’ equipment and flags parameters pushed outside their studied range. The Gap writer turns each finding into a gap with evidence and a proposed action.

What happens when two documents disagree?

Both values are shown side by side with their source passages, and a person decides which one transfers. The agents never average or pick a value, and that rule cannot be turned off.

Do people stay in control of the transfer?

Yes. Agents propose; people decide. Only a person agrees an action, accepts a risk or closes a gap, closing a gap needs both sites, and the protocol cannot be signed until every gap that blocks the engineering run has an agreed action.

Does it work for CDMO transfers and acquired products?

Yes. The working solution runs transfers to company plants, to CDMOs and from an acquired company’s data room. Each CDMO sees only its own transfer through the CDMO portal.

Which modalities does it cover?

It ships with transfer checklists for biologic drug substance, oral solid dose and API, antibody–drug conjugates and analytical methods, each versioned. You choose which version applies in Settings.

What does it produce?

A process knowledge library of every parameter with its source, the tech transfer package in your company template, a gap list with owners, the engineering-run sampling plan and the transfer protocol for signature. The package exports to Word or PDF, and parameters export as structured data for the receiving site’s systems.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements — your transfer procedure, checklists, package template and the development records of a recent transfer — and it goes live once every quality gate has passed.

See it on
your next transfer.

We’ll build a package and gap list from the development records of one of your own transfers.