LURA
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Elyris Labs · In silico oncology

Be wrong in a second, not a decade.

Bring your compounds. LURA shows which are selective in which tumor contexts, which reach the cells that matter, where tissue breaks the story, and what to advance and what to stop, before years and millions disappear into the wrong program.

Bring us the decision you can't make

For pharma, mid-sized biotech and CROs.

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ProofThe artifact, assembling
In silico

A portfolio in. A field compiled. A picture you can defend.

01 — ProblemYears

Nine in ten fail. They fail late, and they fail expensive.

Around nine in ten candidates that enter clinical development never reach approval. Bringing one drug to market costs billions of dollars and well over a decade. Almost none of that is the price of learning that something works. It is the price of learning, years late, that something does not.

The evidence that would have said so almost always existed earlier. It was never computed.

A potent compound that never arrives is a failed program with good numbers. A well plate cannot see that. Most programs find out in the animal, years and millions of dollars late.

02 — ProductSeconds
2.5M / 1.5SEC

Drug–cell pairs screened. 2.5 million drug–cell interactions evaluated in 1.5 seconds on a single NVIDIA A100.

LURA computes it.

You bring the portfolio. LURA reads it against the tumor, and answers in seconds. Every program you stop early gives back its months and its millions while they still matter.

  1. 01

    Whole portfolios

    Not one molecule at a time.

  2. 02

    Many tumor contexts at once

    Not one cell line, one afternoon.

  3. 03

    Known chemistry and brand-new chemistry

    On the same page, each labelled for what it is.

  4. 04

    Selectivity and tissue reality, together

    Which compounds win in which genotype, and whether they reach the cells that matter.

  5. 05

    Conjugates

    Whether the payload reaches the cells the antibody never touched.

  6. 06

    Disagreement kept

    Where the evidence disagrees, you see it. It is not averaged away.

  7. 07

    A ranked answer

    With the reasons attached.

  8. 08

    A sealed receipt and a Pilot Package

    Both auditable by your own scientists.

2.5MPairs / 1.5 sec
0.97BRAF genotype AUROC
0.83Held-out scaffolds
NVIDIAInception member
Into the tissue
03 — TissueWhere

A tumor is a place, not a number.

A compound cannot work where it never arrives.

From a solved tissue model, not a measurement. Every result says which.

04 — What we take onProblem, result

Where programs lose years.

01

It won in the dish. It's silent in the tumor.

You know before the animal study.

02

A genotype nobody can explain.

Compounds ranked by selectivity in each genetic context.

03

Chemistry with no data.

A labelled estimate with a range. Never dropped, never dressed up as a measurement.

04

A conjugate that must reach cells the antibody missed.

The direction of the answer, with its sensitivity printed beside it.

05

A shortlist nobody can review.

Every number with its evidence, its assumptions and its limits.

06

A call nobody can reconstruct a year later.

A sealed record you can reopen.

05 — ProofReceipts

Every number has a receipt.

In a retrospective test, EGFR inhibitors ranked hundreds of times more selective than controls in an EGFR-mutant line. BRAF inhibitors did the same in a BRAF-mutant line. A line with no targetable driver showed no signal.

Current genetic contexts
  • EGFR
  • BRAF
  • ALK
  • MET
  • ERBB2
  • KIT

Built for the reviewer, not for the demo.

A computational answer nobody can challenge is not evidence. It is an assertion with arithmetic attached. So every LURA result carries the evidence behind it, the assumptions under it, its uncertainty, and what is still unknown. A direct measurement never reads like an inferred one.

Start a conversation
06 — ContactThe first mission

Bring us the decision you can't make.

A series that is not separating. A genotype you cannot explain. A candidate that works in a well and fails in tissue.

The first mission is a program you have already closed. We run it. We show you where LURA agrees with your bench result, where it does not, and how many months and millions it could have taken out of the road.

If a study is live and the clock is running, say so in the last field. Same-day answer.

We use what you send only to answer you. Nothing is shared, and there is no list to leave.

07 — CompanyWho

Being wrong should cost a second, not a decade.

The people behind it.

About Elyris Labs