We just raised a $3.7m pre-seed.

Build mission critical healthcare AI that does real doctor work.

Parsed is an Al interpretability lab focused on supercharging healthcare model performance and robustness through the lens of mechanistic interpretability.

The one-line API replacement for state of the art task-specific performance, complete interpretability, and continuous optimization.

Supercharge

Optimize models with bespoke and precise customization, delivering state-of-the-art LLM performance for real-world clinical workflows.

Supercharge

Optimise your models with bespoke and precise customisation, delivering SOTA accuracy tailored specifically to your clinical workflows. We enhance task-specific performance and unlock maximal clinical impact, ensuring every model achieves frontier capabilities in real-world healthcare scenarios.

Supercharge

Optimize models with bespoke and precise customization, delivering state-of-the-art LLM performance for real-world clinical workflows.

Interpret

Decode LLMs with mechanistic interpretability, discovering the underlying circuits, computations and activations driving model decisions. Gain transparent insights into model reasoning, enabling trust and clear attribution of inputs to clinical outputs.

Interpret

Decode LLMs with mechanistic interpretability, discovering the underlying circuits, computations and activations driving model decisions. We help gain transparent insights into model reasoning, enabling trust and clear attribution of inputs to clinical outcomes and diagnoses.

Interpret

Decode LLMs with mechanistic interpretability, discovering the underlying circuits, computations and activations driving model decisions. Gain transparent insights into model reasoning, enabling trust and clear attribution of inputs to clinical outputs.

Evolve

Continuously refine and fortify deployed models by productising frontier LLM research to guarantee ongoing state-of-the-art performance, enterprise-grade reliability and minimal latency.

Evolve

Continuously monitor, refine, and fortify your deployed models to guarantee enterprise-grade reliability, minimal latency, and consistent state-of-the-art performance. We rapidly integrate the latest research and model updates, ensuring robust, adaptive, and regulatory-aligned AI solutions across the evolving healthcare landscape.

Evolve

Continuously refine and fortify deployed models by productising frontier LLM research to guarantee ongoing state-of-the-art performance, enterprise-grade reliability and minimal latency.

Research.

Clinician led with technical interpretability roots.

Medical doctor. Engineering PhD candidate (Oxford). Rhodes Scholar. Ex-elite pole vaulter for Australia.

Mudith Jayasekara

CEO

Medical doctor. Engineering PhD candidate (Oxford). Rhodes Scholar. Ex-elite pole vaulter for Australia.

Mudith Jayasekara

CEO

Mech interp researcher (MATS, Stanford, Johns Hopkins). Previously ML engineer (NASA, Macuject, quant trading). CS PhD candidate (Oxford).

Charles O'Neill

CTO

Mech interp researcher (MATS, Stanford, Johns Hopkins). Previously ML engineer (NASA, Macuject, quant trading). CS PhD candidate (Oxford).

Charles O'Neill

CTO

Rhodes Scholar. PhD candidate in computational neuroscience (Oxford) studying reasoning in natural intelligence.

Max Kirkby

CSO

Rhodes Scholar. PhD candidate in computational neuroscience (Oxford) studying reasoning in natural intelligence.

Max Kirkby

CSO

We're backed by the best.

Led by LocalGlobe and backed by notable angels including co-founder & CSO @ HuggingFace, ex-director @ DeepMind, director @ Meta Al Research, head of startups @ OpenAl, ex-chair of the NHS, etc.

We're building the most impactful healthcare company.

We believe that Parsed is the most scalable way to actually improve patient lives. It applies horizontally across healthcare, is at the frontier of AI research, and has immediate impact for our customers. Deep dual expertise in both medicine and interpretability is essential for this mission and is the DNA of our founding team. We’re growing a lean, all-star team.

Build clinically impactful AI

Want to outperform frontier closed source models for your task? Want complete interpretability for every output? Want zero-effort, ongoing, model improvement? Get in touch.

Build clinically impactful AI

Want to outperform frontier closed source models for your task? Want complete interpretability for every output? Want zero-effort, ongoing, model improvement? Get in touch.