Eliminate evaluation uncertainty. Accelerate growth.
Your model beats competitors on benchmarks, but sales cycles drag on for months. Whether you're trying to win hospital deals or navigate regulatory approval, evaluation uncertainty is costing you time and money. Tessel provides the independent validation and model hardening that transforms lengthy processes into clear outcomes.
Transform technical excellence into hospital confidence
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Hospital-stratified model evaluations
Benchmark accuracy doesn't equal hospital trust. Hospitals want proof in their terms. Evidence that your model will work reliably with their specific data, workflows, and patient populations.
Remove guesswork by showing exactly how your model performs across:
Scanner manufacturers and protocols
Staining techniques and timing
Patient demographics and populations
Hospital workflows and environments
Beyond black box performance
“89% accuracy” tells hospitals and regulators nothing about reliability in edge cases. Mechanistic interpretability reveals exactly what your model knows and doesn’t know, eliminating the uncertainty that kills deals and derails regulatory submissions.
Instead of generic accuracy scores, provide specific evidence about:
Which biological features drive predictions
Where systematic failures occur
How confident the model is in different scenarios
What edge cases require human oversight
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Accelerate your sales cycles
Independent evaluation from Tessel provides the credibility boost your sales team needs. When hospitals see third-party validation that addresses their specific concerns, lengthy sales cycles driven by uncertainty become streamlined purchasing decisions based on evidence.
Our evaluations help you:
Identify model weaknesses
before hospitals discover them
Understand failure modes
specific to different hospital environments
Provide actionable feedback
for targeted model improvements
Build technical credibility
with hospital decision-makers
Your development roadmap
Rigorous Evaluation
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Comprehensive analysis of your model's performance across hospital environments. Clear identification of strengths, weaknesses, and improvement opportunities.
Continuous Monitoring
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Ongoing validation that catches data drift early and prevents unexplained failure modes when your model is being used in clinical workflows.
Full Lifecycle Management
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Complete development infrastructure that transforms chaotic experimentation into systematic, cumulative knowledge-building. Build models that know what they know and know what they don't.
Independent validation both sides trust
Tessel creates alignment between vendors and healthcare institutions through independent validation both sides trust. Hospitals eliminate evaluation uncertainty while vendors receive the insights they need to close deals faster. This alignment creates win-win outcomes based on evidence, not guesswork.
This neutral position allows us to:
Translate technical capabilities into clinical outcomes
Identify real-world performance gaps before deployment
Provide objective evidence that supports purchasing decisions
Build long-term relationships based on proven reliability
Stop losing time and money to evaluation uncertainty
Transform your technical excellence into the clinical evidence hospitals need for adoption decisions. Start with an independent evaluation that reveals exactly how your model will perform in real hospital environments.
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