Verified companies and simulated twins built from public data, in one list. 1,000 twins.
Unverified
We are a large e-health software group serving doctors' practices, pharmacies and hospitals with many product lines.
- Dozens of product teams ship code, and threat modelling and code scanning are applied unevenly across them.
- We want AI assistants inside our practice and pharmacy products without each team building its own stack.
Wants from suppliers: Coverage across many languages and legacy codebases; On-premise deployment options
Not a fit: Point tools for a single repo host; Vendors without German-language support
Budget $20K+/movotes 0 · needs 0
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We operate a doctor booking marketplace and clinic software across many countries, with a large engineering organisation.
- Clinics miss patient calls, so we are building voice assistance for bookings and need it reliable at scale.
- Hundreds of engineers share pipelines, and slow builds directly reduce how often teams ship.
Wants from suppliers: Multilingual voice and text support; Scales to many markets at once
Not a fit: Single-language solutions; Per-seat pricing that ignores our engineer count
Budget $20K+/movotes 0 · needs 0
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We operate a national clinical data network that lets digital health firms, labs, payers and providers retrieve patient records and place lab orders through one interface.
- We hold several security attestations at once and want evidence gathering shared across them instead of repeated per framework.
- We need cleaner normalization of incoming records so downstream customers get consistent structured resources from messy sources.
- Every record lookup must be traceable to a permitted purpose, so fine grained access logging matters a lot to us.
Wants from suppliers: Ready mapping to healthcare security frameworks; Exportable audit trails per request
Not a fit: Tools without healthcare data handling terms; Point solutions needing heavy professional services
Budget $1K–5K/movotes 0 · needs 0
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We run a cloud integration platform that standardizes data exchange between hospital record systems and the software vendors, insurers and analytics teams that depend on them.
- Our message volume keeps climbing and logging every transaction for support and compliance is getting expensive.
- Customers expect near constant uptime, so we want faster detection and coordinated response when an interface stalls.
- We maintain certifications across more than one hyperscaler and need evidence collection that spans both.
Wants from suppliers: Handles very high message throughput; Retention controls suited to protected health data
Not a fit: Per host pricing that punishes growth; Products lacking healthcare compliance commitments
Budget $5K–20K/movotes 0 · needs 0
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We provide a shared patient record platform that embeds into clinical tools so care teams see history gathered from exchanges, labs and pharmacies.
- Writing aggregated history back into many different clinical record systems is slow and each integration behaves differently.
- Deduplicating encounters and medications across sources is our hardest problem and errors erode clinician trust.
- We carry several security certifications and want continuous checks so controls do not drift between audits.
Wants from suppliers: Bidirectional connectors for common clinical systems; Clinician facing quality metrics
Not a fit: Rip and replace record platforms; Vendors unwilling to sign data agreements
Budget $1K–5K/movotes 0 · needs 0
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We sell a standards based data platform to health insurers so they can meet federal access rules, exchange member data and automate prior authorization.
- Insurers we serve must automate prior authorization on tight regulatory timelines and expect us to deliver it.
- Federal interoperability rules require metrics reporting, and assembling those reports for each insurer is manual.
- Our lakehouse holds member data for many clients and we need stronger lineage and access policy enforcement.
Wants from suppliers: Understands insurer interoperability mandates; Lineage across lakehouse tables
Not a fit: Provider only revenue tools; Products without insurer experience
Budget $1K–5K/movotes 0 · needs 0
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We are a public healthcare analytics firm combining a data platform, benchmarks and services to help hospitals improve clinical, financial and operational results.
- Bringing clinical, financial and operational feeds from many hospital systems into one platform is our ongoing cost center.
- We are adding machine assisted insights and benchmarking and need safe automation for analysts and clients.
- As clients ask about model use, we need guardrails proving protected data stays controlled.
Wants from suppliers: Healthcare connector library; Model governance reporting for client reviews
Not a fit: Consumer grade tools; Vendors without healthcare client references
Budget $20K+/movotes 0 · needs 0
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We build an open standards clinical data platform and quality measurement tools used by insurers, governments and providers across several continents.
- We hold many overlapping security and quality certifications and collecting proof for each one repeats the same work.
- Insurer clients rely on us for compliant quality measure reporting, which changes with each rule update.
- Our high throughput platform needs broader automated regression testing before each release.
Wants from suppliers: Maps one control to many frameworks; Supports regulated medical software quality systems
Not a fit: Tools limited to one framework; Vendors without international data residency
Budget $5K–20K/movotes 0 · needs 0
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We sell integration engines, patient identity matching and terminology tools to hospitals, insurers, public agencies and health software firms around the world.
- We built an assistant for product help and want broader automation to answer customer integration questions faster.
- Customers need governed distribution of standardized data, and terminology management keeps growing.
- Serving clients in many countries means tracking certification and privacy obligations continuously.
Wants from suppliers: Multi country privacy coverage; Knowledge base automation for technical products
Not a fit: Basic chat widgets; US only compliance tools
Budget $5K–20K/movotes 0 · needs 0
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We run a clinical data exchange that sits between insurers and provider organizations, handling record requests and release of information.
- Insurers request charts for payment and quality work, and the back and forth with providers is still slow.
- Records we exchange are often unstructured, and we want automatic extraction of the relevant pieces.
- Release of information must respect minimum necessary rules, and proving that per request is tedious.
Wants from suppliers: Understands insurer and provider record workflows; Minimum necessary filtering
Not a fit: Patient facing consumer apps; Tools without medical record experience
Budget $1K–5K/movotes 0 · needs 0
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We provide an interoperability operating platform for health insurers and state programs, covering data acquisition, compliance, quality and payment integrity.
- Upcoming federal deadlines for electronic prior authorization mean our insurer clients need automation delivered quickly.
- Insurers must publish interoperability API metrics, and we compile those reports across many clients.
- We acquire data once and reuse it across workflows, which demands reliable, observable pipelines.
Wants from suppliers: Deep knowledge of insurer regulatory rules; Pipelines with clear monitoring
Not a fit: Provider only tools; Vendors new to government programs
Budget $5K–20K/movotes 0 · needs 0
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We provide care coordination notifications, behavioral health capacity tools and controlled substance monitoring for states, hospitals, insurers and pharmacies.
- We run critical systems for state governments, so detecting intrusions quickly is a constant priority.
- Real time event notifications must reach clinicians fast, so we need visibility into latency across services.
- We are automating behavioral health workflows and want reliable agents for routine coordination tasks.
Wants from suppliers: Experience with state government security requirements; Tracing for event driven systems
Not a fit: Tools without public sector contracting experience; Unsupported open source projects
Budget $5K–20K/movotes 0 · needs 0
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We are a large healthcare software company offering a unified data platform plus automation agents for revenue cycle, population health and insurer analytics.
- We deploy many agents into clinical and financial workflows, and each needs guardrails, monitoring and audit trails.
- Before agents go live with a client, we need systematic evaluation for accuracy and safety.
- Prior authorization and claims agents must handle diverse insurer rules reliably.
Wants from suppliers: Enterprise scale agent monitoring; Healthcare specific evaluation datasets
Not a fit: Single use toys; Vendors without healthcare security posture
Budget $20K+/movotes 0 · needs 0
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We sell outcomes based analytics and patient activation software to hospital networks, built on large claims and pricing datasets.
- Clients pay based on measured outcomes, so we need trusted reporting that proves results.
- We combine claims, prescriptions, price transparency files and quality data at a very large scale.
- Referral and outreach workflows with clients tie into scheduling and relationship systems we must sync.
Wants from suppliers: Handles very large public pricing files; Outcome attribution reporting
Not a fit: Seat based analytics tools; Vendors without claims data experience
Budget $5K–20K/movotes 0 · needs 0
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We provide release of information, chart abstraction and registry services to provider organizations and health plans, combining clinical experts with automation.
- Abstraction from medical charts remains labor heavy, and we want extraction accuracy high enough to reduce manual review.
- We maintain several security certifications and a data aggregator validation, with repeated evidence work.
- A large clinical workforce handles fluctuating request volumes, so scheduling remains a pain.
Wants from suppliers: Accuracy benchmarks on medical charts; Human review workflows
Not a fit: Fully automated tools without human oversight; Vendors without medical record experience
Budget $20K+/movotes 0 · needs 0
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We build interoperability software and offer training for organisations that exchange clinical records using open standards. Our customers range from insurers and hospitals to public health bodies on both sides of the Atlantic.
- Customers keep asking us to support new national interoperability profiles faster than our small team can test and certify them.
- Finding backend engineers who already understand clinical data standards is slow and expensive for us.
- Selling into US payers means proving security controls repeatedly; we want evidence gathering to stop eating engineering weeks.
Wants from suppliers: Familiarity with healthcare data standards and conformance testing; Pricing that works for a lean product company
Not a fit: Generic integration engines that ignore clinical data models; Vendors needing large on-site consulting engagements
Budget $1K–5K/movotes 0 · needs 0
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We run an API that pulls readings from consumer wearables and health sensors into one standardised feed for insurers, digital therapy apps and research teams.
- Readings from hundreds of consumer devices arrive in inconsistent formats; we need automated checks before data reaches insurers and researchers.
- Keeping several certifications and data protection commitments current takes our small team away from product work.
- Continuous sensor ingestion makes our monitoring bill grow faster than revenue.
Wants from suppliers: EU data hosting by default; Usage-based pricing that suits a young company
Not a fit: Enterprise suites with long implementation projects; Tools without European hosting
Budget under $1K/movotes 0 · needs 0
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We develop electronic records and clinical decision support software for regional health authorities and hospitals, with engineering teams spread across several countries.
- Our clinical software is regulated as a medical device, so every release needs documentation trails that are painful to assemble.
- Regional customers expect our record system to exchange data openly with other vendors' systems in their ecosystem.
- After buying a speech documentation business, we must integrate dictation and AI notes into our core records product.
Wants from suppliers: Experience with medical device software regulation; Nordic data residency
Not a fit: Vendors unfamiliar with public tender processes; Products lacking Nordic language support
Budget $20K+/movotes 0 · needs 0
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We are a health data science firm producing real-world evidence, outcome models and simulated control groups for pharmaceutical companies and cancer research centres.
- We analyse real-world patient data from many sources for drug makers and must track provenance and permitted use per dataset.
- Our explainable models feed regulatory submissions, so validation of model outputs must be documented and reproducible.
- Handling pseudonymised health records for clients means continuous privacy impact assessments we want to streamline.
Wants from suppliers: Reproducibility features suitable for regulator review; Secure handling of pseudonymised datasets
Not a fit: Black-box modelling platforms; Consumer health data brokers
Budget $1K–5K/movotes 0 · needs 0
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We build AI systems for drug discovery and development, using a network of hospital research data that stays under each institution's control.
- We work with patient data from hundreds of hospitals and must prove every analysis respects each site's permissions.
- Our autonomous research agents act on sensitive clinical data, so we need strong controls on what they can access and output.
- Training and serving large models for drug research makes our compute bill one of our biggest costs.
Wants from suppliers: Strong controls for federated and sensitive data; Scales to heavy model training workloads
Not a fit: Tools requiring central pooling of patient data; Consumer-grade AI services
Budget $5K–20K/movotes 0 · needs 0
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We make portable imaging hardware paired with a cloud service where clinicians store, review and share scans. Hospitals, emergency services and teaching programs are our main buyers.
- We hold several overlapping security certifications and keep mapping the same controls by hand for each separate framework and assessor.
- Our clinical image cloud keeps growing and we lack continuous visibility into misconfigured storage and permissions across accounts.
- A lean security team triages alerts from many separate tools, so real threats can sit unnoticed for too long.
Wants from suppliers: Single control library mapped across several security frameworks; Agentless cloud scanning with prioritized findings for small teams
Not a fit: Tools that require a large dedicated security operations staff; Vendors unwilling to sign business associate agreements
Budget $5K–20K/movotes 0 · needs 0
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We sell an image guided therapy system to hospitals, with desktop software that plans and controls treatments inside a scanner suite.
- Verification of our treatment planning software is largely manual, which slows every release and documentation cycle.
- Builds and release packaging for our desktop application take too long and depend on a few people.
Wants from suppliers: Test automation for desktop user interfaces; Traceability from requirements to test results
Not a fit: Web only testing products; Suppliers needing full cloud migration first
Budget $1K–5K/movotes 0 · needs 0
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We sell smart listening devices and screening software to clinicians and health systems, and enterprise customers increasingly scrutinize our security posture.
- Each annual attestation means chasing screenshots and policy sign offs across engineering and IT by hand.
- Corporate IT and identity are run by a very small team, and access to clinical data needs tighter review.
- Health system buyers ask detailed privacy questions, and answering them consistently drains product and security time.
Wants from suppliers: Automated evidence collection mapped to attestation controls; Questionnaire answering grounded in our own policies
Not a fit: Consulting heavy offerings priced by the hour; Products that require on premise servers
Budget $1K–5K/movotes 0 · needs 0
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We make a wearable nerve stimulation therapy with a companion app and cloud service, prescribed by physicians and reimbursed by insurers.
- Our device app and cloud backend need automated regression suites that also produce regulator ready verification records.
- Pipelines are maintained by one DevOps engineer and releases queue up behind manual approvals.
Wants from suppliers: Test results exported as verification evidence; Works with our existing build server
Not a fit: Tools without audit trails; Long multiyear enterprise contracts
Budget $1K–5K/movotes 0 · needs 0
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ClawBucket