The AI partner for high-performing healthcare providers.
Parallel builds AI agents that help hospitals capture missed revenue, streamline operations, and give healthcare teams more time to focus on care.
Because a high-performing provider can focus on care.
+850
10:1
15
+5M€
AI platform, purpose-built for healthcare
From medical coding to revenue management and everyday operations, Parallel brings AI into the workflows healthcare teams already use.
Trust backed by evidence.
HDS-certified hosting
Healthcare data is hosted with HDS-certified infrastructure providers.
GDPR Compliant
A privacy-first approach built around European data protection requirements, including GDPR principles.
Strict EU Data Residency
Your data never leaves the European Union, including backups and logs.
Trusted by healthcare providers of all sizes and specialties
From specialized medical centers to university hospitals and regional groups, discover how more than 850 healthcare teams use Parallel to improve operational efficiency and financial performance.
Saint-Lô Hospital: as activity grows, AI gives the DIM essential support
With activity running high and fewer DIM staff after a retirement, the challenge is to keep PMSI coding complete and traceable without adding to the teams’ daily workload.
€2,100
average revaluation per stay
€660K+
in projected annual revaluations
70%
validation rate
Centre Jean Perrin optimizes its revenue more efficiently, without heavy IT integration
Facing highly complex PMSI rules and stretched resources, the center was looking for a simple approach to identify revaluations without adding to the workload of the DIM or the IT department.
€2,800
average revaluation per stay
€600K+
in projected annual revaluations
60%
validation rate
Diaconesses Croix Saint-Simon Hospital Group: a year of activity-based revenue optimized in just a few weeks
Diaconesses Croix Saint-Simon Hospital Group partners with Parallel to optimize its medical coding
€1,900
average revaluation proposed per record
15%
optimization rate on targeted records
75%
of revaluations accepted by the DCSS Hospital Group’s DIM team
Dunkerque Hospital: a strategic partnership across its regional hospital group
Dunkerque Hospital relies on Parallel to transform its medical coding with AI
€2,400
average revaluation per optimized stay
16%
optimization rate on targeted stays
700
stays eligible for optimization each month
Healthcare AI should work for healthcare staff.
01. Performance secures the means to care
Financial stability and operational performance aren't corporate pressures for healthcare facilities. They are the prerequisite for funding medical teams, upgrading equipment, and protecting equitable patient care.
02. AI must empower human expertise, not replace it
Technology adoption requires total transparency. Specialized AI tools must provide source-backed, auditable evidence, scaling operational capacity while leaving final arbitration in the hands of healthcare experts.
03. Real impact requires system-level view
Isolated software fails because healthcare operations are deeply interconnected. Improving hospital performance requires a 360 view across complex clinical and financial data.
Deploy AI into your existing tools in days, not months
Parallel integrates with the software your healthcare teams already use, bringing AI capabilities directly into existing workflows without the need to replace your infrastructure.
.webp)
Unlock your hospital's performance.
See how Parallel can help your healthcare organization uncover revenue opportunities and give teams more time to focus on care.