Data Intelligence Solutions for Healthcare & Life Sciences
Drug pricing shifts daily. Clinical trial landscapes change by the week. Competitors launch products while your team is still building a report. DataSOS builds custom data extraction and automation pipelines that give healthcare and life sciences organisations structured, reliable intelligence without the manual overhead or compliance risk of doing it in-house.
Industry Challenges
Where Healthcare and Life Sciences Data Breaks Down
Healthcare organisations sit on a paradox, one of the most data-rich industries in the world, yet most teams are still making critical decisions on incomplete, delayed, or manually collected information.
Drug Pricing Complexity
Pharmaceutical pricing is not a single number, it varies by geography, payer, channel, and formulary tier. Tracking competitor drug prices, insurance reimbursement rates, and market access changes across multiple regions manually is not a viable strategy at the speed the market moves.
Clinical Trial Landscape Monitoring
ClinicalTrials.gov, WHO ICTRP, and EudraCT list thousands of active trials across every therapeutic area. Without automated monitoring, your competitive intelligence team is always several weeks behind on what competitors are developing, which phases they have reached, and what endpoints they are targeting.
Fragmented Provider & Facility Data
Hospital networks, clinic directories, specialist listings, and pharmacy databases are updated continuously across dozens of platforms with no single source of truth. Building accurate, current provider datasets manually takes months and is outdated before it is used.
Slow Regulatory & Market Access Tracking
FDA approvals, EMA decisions, NICE guidance updates, and formulary changes happen on rolling schedules that are impossible to track manually at scale. Teams that miss these signals late miss market access windows that do not reopen.
Our Solutions
Built For Healthcare. Compliant By Design.
Every DataSOS healthcare pipeline is built with compliance guardrails from day one, we extract publicly available data only, advise on regulatory boundaries, and deliver clean, structured outputs your team can act on immediately.
Pharma Price Monitoring
We build automated pipelines that monitor pharmaceutical pricing across e-pharmacy platforms, hospital formulary listings, insurance reimbursement databases, and manufacturer websites normalised by drug name, dosage, pack size, and region. When a competitor adjusts pricing or a new generic enters the market, your pricing team knows the same day.
Clinical Trial Monitoring
We build automated monitoring pipelines that track trial registrations, phase progressions, endpoint updates, and completions across clinical trial registries filtered by therapeutic area, indication, sponsor, and molecule. Your medical affairs and competitive intelligence teams receive daily updates instead of manually searching registries.
Hospital & Provider Data
We build provider data pipelines that extract and maintain structured datasets of hospitals, clinics, specialists, and pharmacies from directories, government listings, and aggregator platforms. Sales teams, market access teams, and network planners get current, normalised provider data without spending months on manual curation.
Regulatory & Approval Tracking
Healthcare data comes from dozens of sources in incompatible formats registry exports, HTML tables, PDFs, and structured APIs. We build the ETL layer that standardises, deduplicates, and delivers high-quality, clean healthcare datasets to your data warehouse or analytics platform on a reliable schedule.
Patient Sentiment Analysis
We build sentiment aggregation pipelines that collect patient and physician reviews from healthcare websites and patient community forums, scored by treatment experience, side effects, efficacy perception, and brand sentiment. Life sciences and marketing teams get structured insight into how their products are perceived versus competitors.
Healthcare Data ETL & Delivery
Healthcare data comes from dozens of sources in incompatible formats registry exports, HTML tables, PDFs, and structured APIs. We build the ETL layer that standardises, deduplicates, and delivers clean healthcare datasets to your data warehouse or analytics platform on a consistent, automated schedule.
What Healthcare and Life Sciences Teams Use DataSOS For
Every project is different but these are the five use cases we build most often for travel and hospitality clients.
| Drug Name | Brand | Dosage | 1mg (India) | PharmEasy | CVS (US) | Price Change |
|---|---|---|---|---|---|---|
| Metformin 500mg | Glycomet | 500mg / 15 tabs | ₹28.50 | ₹26.80 | $4.99 | ↓ −5% |
| Januvia | Sitagliptin | 100mg / 7 tabs | ₹892 | ₹875 | $48.20 | — |
| Jardiance | Empagliflozin | 10mg / 10 tabs | ₹1,240 | ₹1,190 | $62.50 | ↓ −4% | Ozempic | Semaglutide | 0.5mg injection | ₹3,600 | ₹3,480 | $935 | ↑ +2% |
| Sponsor | Drug / Molecule | Indication | Phase | Status | Last Updated |
|---|---|---|---|---|---|
| Roche | Tiragolumab | NSCLC | Phase III | Enrolment open | 3 days ago |
| AstraZeneca | Osimertinib combo | EGFR+ Lung | Phase II | Active | 1 week ago |
| Novartis | Iseresib | AML | Phase I/II | Recruiting | 2 days ago |
| Pfizer | PF-07220060 | HR+ Breast | Phase III | Interim analysis | 5 days ago |
Travel Trend Analysis
We build and maintain structured hospital, specialist, and clinic databases sourced from the NPI Registry, NHS directory, Practo, Zocdoc, and regional health authority listings refreshed on a schedule that matches how frequently your sales or market access teams need updated data.
Key Outcomes:
- Provider records normalised by specialty, location, and affiliation
- Fresher data than any static purchased list
- Filterable by geography, specialty, and facility type
- Direct delivery to your CRM or SFE platform
Customer Sentiment Tracking
Automated monitoring of FDA, EMA, and NICE outputs delivers structured regulatory intelligence approval decisions, label updates, formulary listings to your team daily. Market access opportunities get actioned the week they open, not the month after.
Key Outcomes:
- FDA and EMA approval tracking by therapeutic area
- NICE appraisal and formulary decision monitoring
- Structured output by molecule, indication, and market
- Alert delivery to your team via email, Slack, or API
Demand Forecasting
Aggregated patient reviews and physician feedback from Drugs.com, WebMD, Healthgrades, and medical community forums give life sciences teams structured sentiment data on efficacy perception, side effect frequency, and brand preference compared directly against competitor products.
Key Outcomes:
- Sentiment scoring by product, indication, and patient segment
- Side effect frequency comparison across competitive products
- HCP perception tracking from professional forums
- Weekly sentiment trend reports to medical affairs and brand teams
What Changes When Your Team Runs on Live Healthcare Data
Four outcomes DataSOS consistently delivers for healthcare and life sciences clients within the first 90 days.
Faster Competitive Intelligence
Pipeline monitoring and regulatory tracking delivered daily replaces a process that previously took weeks of manual registry searches.
Reduce Manual Research by 70%
Automated data pipelines eliminate hours of weekly manual data collection from registries, pricing platforms, and provider directories.
Compliant Data Collection From Day One
Every pipeline is scoped with compliance guardrails — public data only, no PII extraction, advised against applicable healthcare data regulations in each target market.
Faster Market Access Decisions
Regulatory approvals and formulary updates delivered the day they happen mean your market access team acts in the same week, not the same quarter.
Frequently Asked Questions
Is healthcare data scraping legally compliant?
Yes, when scoped correctly. DataSOS extracts publicly available data only drug prices listed on e-pharmacy sites, trial registrations on public registries, provider directories, and published regulatory decisions. We never extract patient records, PII, or any data behind authentication. We conduct a compliance review before every engagement.
Which clinical trial registries do you monitor?
We monitor ClinicalTrials.gov, WHO ICTRP, EudraCT, CTRI (India), ANZCTR (Australia), and ISRCTN. Coverage is expanded based on the therapeutic areas and geographies relevant to your competitive intelligence programme.
Can you build and maintain a provider database for a specific geography?
Yes. We build structured provider datasets from the NPI Registry, NHS directory, Practo, Zocdoc, Justdial, and regional health authority listings normalised and refreshed on your required schedule, and delivered directly to your CRM or SFE platform.
How is pharmaceutical pricing data normalised across markets?
Drug pricing varies by brand name, generic name, dosage strength, pack size, and currency across markets. Our ETL layer standardises all of these dimensions into a single schema so your pricing team compares like with like, regardless of the source country or platform.
Can you deliver data directly into our CRM or BI tool?
Yes. We deliver to Salesforce, Veeva CRM, Snowflake, BigQuery, Power BI, Tableau, or any system with an import API. The goal is zero friction between data collection and the decision it powers.
Ready to build a compliant healthcare data pipeline?
Book a 30-minute consultation with the DataSOS team. We will map your current data gaps, identify the highest-impact collection opportunities, and outline a pipeline scoped to your regulatory environment.