WorkflowClinical Development

EU Joint Clinical Assessment PICO & Dossier Assembler

The EU joint clinical assessment dossier, PICO by PICO, with six agents doing the mapping, drafting and checking

Every EU joint assessment scope becomes a cited evidence plan and a full draft dossier by day 39 of 100.

See one case, screen by screen ↓
target39daysfrom the assessment scope to a full draft dossier, leaving 61 days for review
demo1,846numbersin the draft dossier checked against their source table or output
demo27statesMember States’ requests behind six PICO questions, each question traced to the countries that asked for it
target96%of evidence cells mapped by the agents kept without change
The problem

Why a JCA dossier is a race against the 100-day clock

Day 0 is the day the assessment scope arrives. From then, the dossier team has the 90–100-day window to answer every PICO question the Member States asked for — each population, each comparator, each outcome — and upload a complete dossier to the HTA IT platform. A PICO with no evidence still needs an answer: an indirect comparison, or a justified gap.

Most of those days do not go on judgement. They go on reading the scope into a spreadsheet, hunting the right number for each PICO × outcome cell across clinical study reports and statistical outputs, working out which comparisons can be anchored, and then writing and re-checking sections in the Annex I template. A number copied one decimal wrong, or an indication worded differently from the SmPC draft, is found late — if it is found at all.

typical90–100daysfrom the assessment scope to the dossier on the HTA IT platform
estimated≈70daysfrom the scope to a full draft dossier, by hand
Where the days to a full draft go, in daysestimated
By hand70 days
With the solution39 days
  • Reading the scope into PICO questions5 → 1 d
  • Mapping results to every PICO × outcome cell20 → 6 d
  • Feasibility and indirect comparison plans15 → 12 d
  • Drafting the dossier sections22 → 14 d
  • Checking numbers and wording8 → 6 d

Estimated split from the scope to a full draft dossier, by hand and with the solution.

How it works

How an assessment moves

Six specialist agents read the scope, map the evidence, plan comparisons, draft and check; the statistician and dossier lead approve and sign.

What comes in
Scope and evidence in4 sources · scope, study reports, statistical outputs, literature review
Agents at work
Scope parserquestions by country
Then
Evidence mapper
Literature review matcher
Then
Comparison feasibility analysta plan for every gap
Then
Dossier writer
Consistency checker
A person decides
Statistician and dossier leadapprove plans, sign the dossier
What comes out
Evidence matrix
Signed, cited dossier
Submitted on time
One case, step by step

One PICO gap, from feasibility to a signed draft

Corventa (corventamab vedotin) in previously treated non-squamous NSCLC, JCA-26-014: assessor Netherlands, co-assessor Spain, six PICO questions, day 37 of 100. Here is one morning, screen by screen, in the working solution.

  1. 01Day 37 · morning

    The 100-day clock, and who asked for what

    Dr. Lena Ortiz · EU HTA dossier lead

    Lena opens the solution on day 37: 63 days left, submit by Wed Dec 9, and the next milestone — comparison plans signed off — on day 44, Oct 14. A map shows the requests of all 27 Member States; Germany asked for 4 PICOs. Only 14 of 48 PICO cells have comparative evidence so far, and 4 decisions wait for her: 2 comparison plans, 1 approach, 1 gap.

    Needs you: “Approve the comparison plan · PICO 2 vs docetaxel + angiokinase inhibitor — Sam Patel recommends approval with a sensitivity analysis.”

  2. 02Mapped at 08:02

    Six PICOs × eight outcomes, every cell cited

    Evidence mapper

    The PICO evidence matrix puts a value in each cell — overall survival, PFS, response, quality of life and four safety outcomes — and marks it direct, indirect, planned, high uncertainty or gap. PICO 1 vs docetaxel is direct: OS HR 0.78 (0.65–0.94), median 13.1 vs 10.2 months, opened at Table 14.2.1.1 on page 612 of the CRV-301 study report. PICO 4 values come from subgroups outside the analysis plan and are labelled post hoc.

    “Every value cites its table or publication.”

  3. 03The gap

    No head-to-head trial for PICO 2 — so, is Bucher feasible?

    Comparison feasibility analyst

    Seven states asked for Corventa against docetaxel plus an angiokinase inhibitor in adenocarcinoma. No trial compares them, so the analyst proposes a Bucher comparison anchored on docetaxel: the CRV-301 adenocarcinoma subgroup (n=548) against a 2014 published trial (n=658). It runs seven feasibility checks — same docetaxel dose, same histology and line, ECOG 0–1 in both, Schoenfeld p = 0.21 — fails one and flags follow-up (median 18.2 vs 31.7 months) as a caution.

    Prior immunotherapy: “100% in CRV-301 vs 0% in the comparator trial — a likely effect modifier.”

  4. 04Due Oct 14

    The statistician recommends, the dossier lead decides

    Sam Patel · Biostatistician

    Sam recommends approving the plan with a sensitivity analysis restricted to patients with at least 6 months of prior anti-PD-(L)1 therapy. Lena has three choices — approve the plan, approve with the sensitivity analysis, or declare an evidence gap so the dossier explains why — and a note for the record. She approves with the sensitivity analysis.

    “Signing as Dr. Lena Ortiz · dossier lead · the run starts on approval.”

  5. 05On approval

    The approved plan runs — and is run twice

    Validated statistics engine

    The plan is locked as v1.0 with Sam’s recommendation attached. The analyst pulls the inputs, the validated statistics engine runs Bucher on OS, PFS, response and four safety outcomes in 38 seconds, then the sensitivity analysis. A second program reproduces every estimate to three decimals, and six PICO 2 cells update in the matrix.

    The analyst proposes only, and runs only plans that were approved.

  6. 06Run complete

    The result, with its certainty stated plainly

    Dr. Lena Ortiz · EU HTA dossier lead

    Overall survival HR 0.92 (0.70–1.20); restricted to ≥6 months of prior anti-PD-(L)1, 0.95 (0.71–1.27); PFS 0.82 (0.61–1.09); grade ≥3 adverse events RR 0.80 (0.66–0.97). The decision is recorded on the audit trail: recommended by Sam Patel, decided by Dr. Lena Ortiz.

    “All overall survival intervals cross 1: no statistically significant difference. Certainty low — no patient in the comparator trial had received immunotherapy.”

  7. 07One click

    Section 6.2, drafted in template order

    Dossier writer

    Lena presses Draft section 6.2. The writer reads PICO 2 from the scope and the approved results, writes six subsections — evidence base, overall survival, PFS and response, safety, quality of life, certainty — with 10 citations, and the consistency checker compares every number with the statistics engine output. Lena and Priya Raman, the medical writer, review it next.

    Writer’s rule: never claim superiority where the interval crosses 1 — and describe uncertain results as uncertain.

  8. 08Before signing

    1,846 numbers checked, one wording difference found

    Consistency checker

    The check compares every number with its cited table or output — 1,846 of 1,846 match — and the indication wording with SmPC draft v3.2. Section 3 says “advanced”; the SmPC draft says “locally advanced or metastatic”. Lena uses the SmPC wording in one click. Post hoc labels, a results section for every PICO, outcome definitions and abbreviations all pass.

    The checker reports differences — it never edits silently.

  9. 09Signed · day 37 of 100

    v0.6 signed for internal review

    Dr. Lena Ortiz · EU HTA dossier lead

    With a clean check, Lena signs dossier v0.6 with her password. The signature records its meaning — “approved for internal review” — with her name and the time. Dr. Maya Chen reviews the results next; Omar Haddad, head of market access, signs the final dossier on day 96, Dec 5.

  10. 10Across the portfolio

    Every dossier against its 100-day window

    Dr. Lena Ortiz · EU HTA dossier lead

    Five assessments with a clock running, sections drafted by day against plan, evidence coverage by PICO, Member State requests by PICO, and where every cited number comes from — statistical outputs, study reports, published trials and review, protocols, analysis plans and the SmPC.

Who it’s for

Built for everyone who writes a JCA dossier.

The same assessment, seen by the four people who carry it — what their weeks looked like, and what they look like now.

LO
Dr. Lena OrtizEU HTA dossier lead
Dossier lead
Before
Tracks six PICOs, 27 Member State requests and every milestone owner across spreadsheets, and finds out late which cells are still empty.
Now
Starts the day on the 100-day clock, the decisions waiting for her and the cells still without evidence — and signs each version with a clean check.
SP
Sam PatelBiostatistician
Comparison sign-off
Before
Builds every feasibility assessment by hand from baseline tables, then re-runs comparisons when the plan changes.
Now
Reviews feasibility checks already laid out against the guidance, recommends a plan, and sees it run on the team’s validated statistics engine with an independent check.
PR
Priya RamanMedical writer
Editor
Before
Copies hazard ratios from outputs into the template and checks each one by hand.
Now
Reviews sections drafted in template order, with every number cited to the output it came from.
DO
Dana OkaforRegulatory affairs
SmPC alignment
Before
Reads the dossier line by line against the SmPC draft to catch indication and safety wording that drifted.
Now
Gets every wording difference with the SmPC draft listed, with the fix one click away.
Built on the engine

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

Six specialist agents read the scope, map the evidence, plan comparisons, draft and check; the statistician and dossier lead approve and sign.

Scope parser

Reads the assessment scope from the assessors and turns it into structured PICO questions — population, comparators, outcomes — with the Member States behind each one. If the scope is revised, it shows what changed.

  • Never merges or drops a PICO — the assessors decide the scope
  • Every element keeps its source sentence
Evidence mapper

Reads clinical study reports, protocols, analysis plans and statistical outputs and puts the right number into every PICO × outcome cell, with the table it came from — head-to-head results first, then subgroups, then single-arm data.

  • Numbers only from a cited table or output
  • Post hoc analyses always labelled
  • Never computes a comparison itself
Literature review matcher

Links the studies included in the systematic literature review to the comparators in the scope, builds the evidence network and finds which trials share a common comparator.

  • Uses only studies the review team included
Comparison feasibility analyst

For every gap, proposes the indirect comparison method and checks feasibility — common comparator, effect modifiers, proportional hazards, sample size — following the HTA Coordination Group guidance. Prefers anchored methods; reports the effective sample size when only a matching-adjusted comparison is possible.

  • Proposes only — a biostatistician recommends and the dossier lead approves
  • Runs only plans that were approved
  • Unanchored results always rated very low certainty
Dossier writer

Drafts each template section in plain, neutral language, in the order of the JCA dossier template, citing the source of every number — including where there is no evidence.

  • No number without a citation
  • Neutral wording — no promotional language
  • Uncertain results described as uncertain
Consistency checker

Checks every number in the dossier against its source to the last decimal, the indication wording against the SmPC draft, that every PICO has a results section and that every post hoc analysis is labelled.

  • Reports differences — never edits silently
Statistician and dossier lead

Approve plans, sign the dossier. The agents propose; a named person decides.

Ask in plain words

Ask about any PICO, comparison, number or deadline

Everyone on the dossier team can ask in plain words — or say what to change. Answers point to the source they rest on.

What is still open on the Corventa dossier?

Corventa is on day 37 of 100; the dossier is due Wed Dec 9. Still open: the PICO 2 comparison plan, waiting for your approval (Oct 14); the PICO 6 matching-adjusted comparison, effective sample 23 of 61 (Oct 14); the PICO 5 evidence gap, because CRV-301 excluded ECOG 2 (Oct 21); section 3 wording against the SmPC draft (Oct 9); and section 7, certainty and limitations (Nov 14). The PICO 2 plan unblocks section 6.2.

Show only the PICOs Germany asked for

Germany asked for 4 of the 6 PICO questions: PICO 1 vs docetaxel (direct, CRV-301), PICO 2 vs docetaxel + angiokinase inhibitor (indirect), PICO 5 vs best supportive care (gap) and PICO 6, platinum doublet in EGFR / ALK (unanchored). The matrix is now filtered to Germany.

Why is the comparison with docetaxel + angiokinase inhibitor uncertain?

Two reasons. Both trials used docetaxel, so a Bucher comparison is feasible — but every CRV-301 patient had received anti-PD-(L)1 therapy and no patient in the 2014 comparator trial had, so prior immunotherapy is a likely effect modifier. And the estimate itself, OS HR 0.92 (0.70–1.20), has an interval that crosses 1. Sam Patel recommends a sensitivity analysis restricted to patients with at least 6 months of prior immunotherapy.

Remind Sam Patel two days before each comparison milestone

Done. Sam Patel gets a reminder two days before every comparison milestone — the next one on Mon Oct 12 for the Oct 14 sign-off. The rule is live in Settings and 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.

HomeThe 100-day clock, who asked for what across 27 Member States, evidence by PICO, and the decisions waiting for the dossier lead.
A new scope arrivesThe Orvenza scope parsed: 8 PICO questions from 21 Member States, the clock started with 9 milestones, and 64 cells to fill.
The PICO evidence matrixSix PICOs × eight outcomes, each cell marked direct, indirect, planned, uncertain or gap — and opened at its source table.
Gaps and indirect comparisonsEvery gap with its proposed method, owner and due date; the feasibility checks and the source passages beside it.
The comparison decisionThe biostatistician’s recommendation, three choices for the dossier lead, and a note for the record.
The approved plan runsPlan locked, inputs pulled, Bucher run on the validated engine, the sensitivity analysis, and an independent check.
The comparison resultHazard and risk ratios with intervals, and the certainty stated in plain words.
Drafting a sectionThe dossier writer reads the scope and the approved results, writes in template order, and the consistency checker compares every number with the engine output.
The drafted sectionSection 6.2 in neutral language, every number cited, with the source passages on the right.
The consistency check1,846 numbers against their sources, wording against the SmPC draft, post hoc labels and a results section for every PICO.
Signed for internal reviewThe version signed with its meaning, name and time; the next reviewer named.
The dashboardEvery dossier against its 100-day window: sections drafted by day, evidence coverage by PICO and Member State requests.
Your dossier rulesThe window, milestones, who signs each step, and the evidence rules.
Governance

Built for joint assessments: cited, decided by people, signed.

Every number cites its sourceEach matrix cell and each number in the dossier links to the table, output or publication it came from, opened at the exact passage. A number without a source blocks signing.
Agents propose, people decideThe feasibility analyst proposes a method for each gap; the biostatistician recommends and the dossier lead approves. Nothing runs until the plan is approved, and the scope parser never merges or drops a PICO.
Comparisons run on your statistics engine, checked twiceApproved plans run on your own validated statistics engine — Bucher, network meta-analysis or matching-adjusted comparisons — and a second program reproduces every estimate to three decimals.
Uncertainty said out loudPost hoc subgroups are labelled on the matrix and in the text, unanchored results are always rated very low certainty, and the writer never claims superiority where the interval crosses 1.
Signed with meaning, name and timeEach dossier version is signed with a password, recording what the signature means — “approved for internal review” — with the signer’s name and the time. The head of market access signs the final dossier.
Every decision on the audit trailEach agent step and each human decision is recorded: who recommended, who decided, what ran and when. A revised scope is compared with the last one, and changed PICOs reopen their sections.
Configuration

Your dossier rules, not ours

The window, the milestones, who signs what and how strict the evidence rules are — all settings.

SettingDefaultChoose from
Dossier window100 days100 · 90 days
Comparison plans signed offDay 44Day 40 · 44 · 50
Full draft dossierDay 75Day 70 · 75 · 80
Final sign-offDay 96Day 95 · 96 · 98
Indirect comparison plansSam Patel → Dr. Lena OrtizSam Patel → Dr. Lena Ortiz · Sam Patel only
Warn when the matched sample shrinksBelow 40% of patientsBelow 30 · 40 · 50%
Prefer anchored comparisonsOnUnanchored only when no common comparator exists
Numbers without a source block signingOnEvery number must link to a table, output or publication
Connections

Works with the evidence you already have

Assessment scopesfrom the HTA IT platform, new and revised
Clinical study reports and protocolsyour document library, with analysis plans
Tables, listings and figuresstatistical outputs, read as they are released
Systematic review libraryincluded studies, extraction sheets and PRISMA counts
Your validated statistics engineconnected; runs Bucher, network meta-analysis and matching-adjusted comparisons
Dossier template and guidanceAnnex I of Implementing Regulation (EU) 2024/1381, Coordination Group guidance
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
39days
from scope to a full draft dossier; about 70 by hand
Full draft on day 39
61 days left for review
target
100%
of numbers in the dossier traced to their source table
1,846 numbers checked
target
96%
of evidence cells mapped by agents kept without change

“demo” = seen in the working solution, on its sample assessment data · “target” = the design goal, measured in the live solution · “estimated” = our estimate, including ≈ 70 days by hand · “typical” = the 90–100-day window set by EU HTA Regulation 2021/2282 and Implementing Regulation 2024/1381, as described in industry first-year lessons (2026). People named on this page are characters in the working solution; product names are fictional sample data.

Questions

What market access and HEOR teams ask us.

What is an EU joint clinical assessment?

Since 12 January 2025, the EU HTA Regulation (EU) 2021/2282 requires one joint clinical assessment for new cancer medicines and advanced therapies, instead of separate national ones. Member States state what they need as PICO questions — population, intervention, comparator, outcomes — and an assessor and co-assessor consolidate them into the assessment scope. The dossier answers every PICO and is due by day 100, and no later than 45 days before the CHMP opinion.

What is a PICO evidence matrix?

One row per PICO question and one column per outcome, so every cell the assessors asked for is visible at once. In the JCA Dossier each cell holds the value, its evidence type — direct, indirect, planned, high uncertainty or gap — its certainty and the table or publication it came from, with the Member States behind each PICO shown under it.

How does it handle PICOs with no head-to-head trial?

The comparison feasibility analyst proposes a method for every gap — anchored Bucher or network meta-analysis first, a matching-adjusted comparison only when no common comparator exists — and checks comparator, histology, line of therapy, prior treatment, performance status, proportional hazards and follow-up. Where no comparison is possible, the gap is justified in the dossier.

Does the AI run the indirect comparisons itself?

No. The evidence mapper never computes a comparison, and the feasibility analyst only proposes. A biostatistician recommends the plan, the dossier lead approves it, and only then does the validated statistics engine run it — with a second program reproducing every estimate to three decimals.

How are the numbers in the dossier checked?

Every number links to the table, output or publication it came from. The consistency checker compares each one with its source to the last decimal, compares indication wording with the latest SmPC draft, and confirms post hoc analyses are labelled. It reports differences and never edits silently; a number without a source blocks signing.

What happens when the assessors revise the scope?

The revised scope is compared with the previous version. A changed PICO reopens its sections, which move back to draft, and the owners are told.

Do people stay in control?

Yes. Comparison plans are recommended by the biostatistician and approved by the dossier lead; results sections go to the clinical reviewer, wording to regulatory affairs, and the final dossier is signed by the head of market access. Every decision is recorded 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 dossier template, study reports, statistical outputs and review library — and it goes live once every quality gate has passed. We will walk you through it on one of your own scopes first.

See it on
your next scope.

We’ll run the JCA Dossier on one of your own assessment scopes and its evidence.