Query any molecule, any market, in seconds.
The Playground gives your team direct access to the Pharma Graph. Market sizing that used to take your analyst six weeks now takes five minutes.
Query any molecule, any market, in seconds.
The Playground gives your team direct access to the Pharma Graph. Market sizing that used to take your analyst six weeks now takes five minutes.
Market potential
Import/export volumes, growth trends, and competitive density for any molecule-market pair.
Supplier identification
Who is already exporting your API or FDF to the market you are targeting. Ranked by volume and reliability.
Competitive landscape
How many players, who is growing, who is losing share. Updated weekly from real trade flows.
Pricing intelligence
Unit price benchmarks by molecule, formulation, and destination market.
Brazil imported $142M of Atorvastatin FDFs in the last 12 months, growing +23% YoY. There are 14 active importers with the top 3 holding 61% market share.
Import Volume
$142M
YoY Growth
+23%
Players
14
Top API Exporters to Brazil
Six weeks to five minutes.
The same market intelligence. A fundamentally different timeline.
The old way
Request data from consultants or internal teams
Manually aggregate trade databases and regulatory records
Build spreadsheet models and cross-reference sources
Present findings in a 40-slide deck for review
With the Playground
Type your question in natural language
Playground queries 300M+ data points across 126 markets
Get structured data: volumes, growth, competitors, suppliers
Export or hand off to Fred for lifecycle execution
Ask. Get data. Act.
Three steps from question to decision.
Ask a question
Type in natural language. No query syntax, no filters to configure, no dashboards to navigate. Just describe what you need to know.
"What is the market size for Atorvastatin FDFs in Brazil?"
Get structured data
The Playground queries the Pharma Graph and returns data tables, stats, ranked lists, and sourced numbers. Not a paragraph of text.
$142M import volume, +23% YoY, 14 active importers
Export or escalate
Use the data in your next meeting, share it with your team, or hand the opportunity to Fred to start managing the full lifecycle.
Export to CSV, share link, or send to Fred
Data you can act on. Not paragraphs you have to interpret.
Every Playground response is structured, sourced, and exportable. This is what separates it from a chatbot.
Market data tables
Import/export volumes, unit prices, growth rates. Sortable, filterable, exportable to CSV.
Stat cards
Key metrics at a glance: total volume, YoY growth, player count, market concentration.
Ranked supplier lists
Companies already active in your molecule-market, ranked by volume, reliability, and regulatory footprint.
Pricing benchmarks
Unit price comparisons by formulation, dosage, and destination. Know what the market is paying.
Regulatory snapshots
Active registrations, holders, expiry dates, and approval pathways by market.
Trend analysis
Growth and decline patterns over 12-24 months. See who is gaining share and who is losing it.
Built for the people who size markets and close deals.
BD & Corp Dev
Sizing new molecule-market opportunities before committing resources. Identifying which markets are growing and where competition is thin.
Sample query
"Atorvastatin import volume and growth in Brazil, last 3 years"
Commercial Ops
Tracking competitive shifts, monitoring new entrants, and benchmarking pricing across target markets. Staying ahead of supply chain changes.
Sample query
"Who are the new Losartan FDF exporters to LATAM in the last 6 months?"
Analysts & Strategists
Building market models with real trade data instead of estimates. Cross-referencing regulatory registrations with actual trade flows.
Sample query
"Compare Omeprazole unit pricing across Southeast Asian markets"
Every answer is grounded in real data.
The Playground doesn't guess. It queries 300M+ pharma supply chain data points aggregated from authoritative sources and updated weekly.
Learn more about the Pharma Graph300M+
Data points
126
Markets
Weekly
Updates
What's in the Pharma Graph
What teams are querying
Real questions your BD and commercial teams answer in the Playground every day.
"Atorvastatin market size in Brazil"
Import volume, growth rate, competitive density
"Top Metformin API exporters to Nigeria"
Ranked supplier list with volumes and country of origin
"Omeprazole pricing trends, Southeast Asia"
Unit price benchmarks by formulation and destination
"Who is gaining share in Losartan FDFs in LATAM?"
Growth/decline analysis by exporter over 24 months
"Regulatory registrations for Amlodipine in Kenya"
Active registrations, holders, and expiry dates
"New entrants in Ciprofloxacin, last 6 months"
Recently active exporters not previously in the market
From explore to accelerate.
The Playground finds the opportunity. Fred drives it to close.
Playground
"Atorvastatin in Brazil looks like a $142M opportunity growing 23% YoY with 14 active players."
Explore & sizeFred
"Viability scored. Top 5 partners identified. Outreach drafted for Aurobindo. Diligence running."
Accelerate & manageCommon questions
What can I query in the Playground?
Anything related to pharmaceutical supply chains. Import/export volumes, growth trends, competitive landscapes, supplier identification, pricing benchmarks, regulatory registrations. Ask in natural language and get structured data back.
Is the Playground a chatbot?
No. The Playground returns structured data, not conversational responses. You get tables, charts, and exportable numbers grounded in the Pharma Graph. Think of it as a query interface for pharma supply chain intelligence, not a general-purpose AI assistant.
What data does the Playground use?
The Playground queries the Pharma Graph: 300M+ pharma supply chain data points covering 126 markets worldwide. Trade flows, regulatory registrations, company intelligence, and pricing data, updated weekly.
How is this different from Fred?
The Playground is for exploration. You ask a question, you get an answer. Fred is for execution. He takes a molecule-market opportunity and drives it through your pipeline: evaluating viability, finding partners, drafting outreach, running diligence. The Playground gives you data. Fred gives you action.
Can my whole team use the Playground?
Yes. Growth plans support up to 5 team members, Enterprise plans support unlimited users. Every team member gets direct access to query the Pharma Graph.
See the Playground on your molecules.
Book a 30-minute demo. We'll query your pipeline live.