PharmaDB
Use case · Lane Concentration & Dual-Source · Dual-Source Candidate Discovery v.04.2026 · refreshed weekly
Use cases Lane Concentration & Dual-Source Dual-Source Candidate Discovery
Lane Concentration & Dual-Source Buyer view Data · trade flowsData · FDA Type II DMF register Live

Dual-Source Candidate Discovery

Surface qualified second-source candidates for any concentrated lane. Active exporter footprint, recent volume, plant inspection class — ranked in one query.

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Example output · mesalamine API, India → US · live exporter footprint with historical volume
7 Active exporters · mesalamine India → US · top-3 hold 85% of volume
n=7 suppliers · trade warehouse Authoritative

Mesalamine on the India to US lane is dominated by Cadila with $181.5M in cumulative export value across 275 shipments since 2023. Six smaller exporters carry the long tail. Sun Pharma is the meaningful second name with $15M historical volume. Ipca, Annora, Encube, and BEC Chemicals sit below $7M cumulative; the dual-source question on this lane is between Sun Pharma at scale or qualifying multiple long-tail exporters at lower volume.

# ExporterOriginCumulative tradeShipmentsPosture
1 Cadila IN · multi-plant 275 shipments $181.5M NAI
2 Sun Pharmaceutical Industries IN · Halol 167 shipments $14.95M OAI
3 Ipca Laboratories IN · Chandigarh 94 shipments $6.29M NAI
4 Annora IN · Hyderabad 16 shipments $3.38M VAI
5 Encube IN · Mumbai 58 shipments $2.72M NAI
Active exporters
7
Lane top-3 share
85%
Cumulative trade
$211M
Recent year value
$2.9M
30 seconds

How it works

molecule losartan origin IN destination BR
01

Pick the concentrated lane.

The molecule, origin, and destination. Usually run after a Lane Concentration Risk analysis flags HHI ≥ 0.40.

0 HHI 0.42 1
computed · pre-joined · anonymised
02

The AI agent ranks the candidates.

Active exporters on the lane joined to historical export volume, recent shipment count, and inspection class for the matched plant.

brief · cited
Lane concentration · structurally concentrated
HHI0.42
Top-3 share71%
Actionqualify second source
03

Hand off to qualification.

Citation-anchored brief with each candidate's volume, recent year activity, and a posture chip — qualify, watch, or deprioritise.

Why a buyer runs it

The dual-source playbook, one query.

Active-only ranking.

Each candidate is filtered to recent activity on the lane. Paper-only exporters with stale shipments are pushed to the secondary list.

Volume-weighted, not paper-weighted.

Cumulative trade and shipment counts are the ranking signal. A candidate with $10M shipped is qualified differently than one with $50k.

Inspection chip per exporter.

Plants with OAI classification surface with a red chip. NAI / VAI / OAI is a first-cut gate before qualification work.

Lane-level HHI overlay.

The lane's concentration metric is shown alongside the exporter list. A 0.85 HHI lane with 7 exporters has a different playbook than a 0.40 HHI lane with 12.

What a real chat looks like

Type a question. The AI agent surfaces the second-source list.

A real chat thread in PharmaDB. Type a question, the AI agent runs the tools, the answer lands as a saveable note.

Dual-source candidates · mesalamine → US
chat · saved 2 min ago
You
Find dual-source candidates for mesalamine API into the US. Rank by recent shipment volume, surface any with inspection issues.
F
Running tool pharmagraph_query
company_trade_exports_by_molecule ⋈ lane_competitiveness ⋈ inspections · 7 exporters · ranked
F
Seven active exporters carry mesalamine on the India to US lane. Cadila dominates at $181.5M cumulative; Sun Pharma is the meaningful second name at $15M but its Halol plant carries an active OAI flag. Ipca at $6.3M with a clean NAI inspection is the realistic dual-source qualification target. The long tail below $4M is acceptable as a third-source insurance pool.
Top candidates · by cumulative trade
1 Cadila · IN $181.5M · 275 shipments · NAI plant
2 Sun Pharma · IN $14.95M · 167 shipments · OAI Halol
3 Ipca Laboratories · IN $6.29M · 94 shipments · NAI plant
+4 more · open in PharmaDB
Cited company_trade_exports_by_molecule 7 exporters lane_competitiveness 2024-2026 inspections last 3 cycles
Ask a follow-up... ⌘ ↵
Time-to-answer

Manual workflow vs. PharmaDB.

Manual workflow
Excel · email · syndicated reports
  1. 01 Pull all active exporters on the lane 2 hr
  2. 02 Estimate historical volume per exporter 4-6 hr
  3. 03 Verify regulatory status per destination 4-6 hr
  4. 04 Check inspection class per matched plant 2-3 hr
  5. 05 Compose the qualified shortlist 2 hr
Total cycle time 2-3 days per lane
PharmaDB
The AI agent · one query · cited
One query.
Pre-joined warehouse. Volume, regulatory status, inspection class, and recent activity are all computed at the query layer. The AI agent returns a ranked outreach order ready for procurement.
Total cycle time Under a minute
Run it across your portfolio

Where dual-source readiness is thin.

Eighteen molecule-lanes from the live warehouse · active exporters on the highest-value lane per molecule, 2024.

Pregabalin deep
12 active exporters
Pantoprazole deep
14 active exporters
Sitagliptin deep
12 active exporters
Empagliflozin deep
12 active exporters
Rivaroxaban adequate
10 active exporters
Cefixime deep
18 active exporters
Aripiprazole adequate
9 active exporters
Tenofovir adequate
9 active exporters
Rosuvastatin adequate
9 active exporters
Dapagliflozin adequate
7 active exporters
Mesalamine adequate
7 active exporters
Sevelamer adequate
7 active exporters
Sacubitril adequate
7 active exporters
Trastuzumab adequate
6 active exporters
Telmisartan adequate
6 active exporters
Bilastine adequate
6 active exporters
Apixaban adequate
5 active exporters
Linagliptin adequate
5 active exporters
Thin · < 5 suppliers · qualify additions Adequate · 5–11 Deep · 12+ · negotiable

The dual-source workflow is the standard follow-up to a Lane Concentration Risk finding. PharmaDB joins active exporters on the lane to historical volume, recent activity, and inspection class — and returns a ranked outreach order. The view is company_trade_exports_by_molecule; the underlying tables are molecule_country_flow, lane_competitiveness, and inspections.

FAQ

Frequently asked

What counts as a 'qualified' second source?+

An exporter on the same molecule-lane with recent shipment activity, a regulatory dossier for the destination market, and a clean recent inspection at the manufacturing plant. PharmaDB applies all three signals at the query layer and surfaces missing fields as flags.

How is recent volume computed?+

Total declared export value per exporter on the lane, summed over the trailing 24 months. Shipment count is reported alongside value to give a sense of frequency. Both come from `company_trade_exports_by_molecule`.

Are OAI plants excluded?+

No — they surface with a red inspection chip and remain visible to the buyer. The mesalamine example shows Sun Pharma with an OAI Halol flag; the buyer's qualification team makes the call whether to proceed with mitigation steps.

What if a lane has only one active exporter?+

The page surfaces zero qualified second sources and recommends the upstream Lane Substitution Playbook — qualifying a different origin country, or a different intermediate API route.

Does this work for FDF lanes?+

Yes. Same methodology applies to API, FDF, and intermediates. FDF lanes add a regulatory check for the local marketing authorisation, surfaced as a separate column.

How fresh is the data?+

Trade aggregates and inspections refresh weekly. Each candidate row carries its most-recent regulatory and inspection status timestamp. The page footer carries the catalog refresh time.

Run your question.

Bring the molecule, the lane, or the supplier you're sourcing this week. The AI agent runs it on PharmaDB in 30 minutes. You keep the brief.

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