Biotech, pharma and medtech

The AI platform for running a life sciences company

Cambrian tells your team what to do next, drafts and tracks the work, and shows how each decision affects your timeline, cash, enrollment and regulatory path before you make it. It covers development, manufacturing, quality, supply, finance and vendors, and it is inspection-ready from the first day.

Mission Control: active tasks, open risks, documents awaiting review, the next milestone and the active playbook for a sandbox company

Know what to do next

Playbooks lay out the path to IND and beyond and create the tasks, documents and milestones. Mission Control shows what is due, what is blocked and what comes next.

Learn more about Know what to do next
The Playbooks room: a Pre-IND preparation playbook in flight and a library of playbooks for company formation, IND submission, in-licensing and site activation

See the effect of a decision

Test a change such as adding sites, delaying a raise or choosing a different regulatory pathway. Cambrian shows the effect on timeline, enrollment, supply, regulatory path and cash as ranges, with every assumption listed.

Learn more about See the effect of a decision
Scenario charts: cash on hand and cumulative enrollment per scenario, with P10 to P90 bands

Be inspection-ready

Document versions, electronic signatures and a full change history are built in. The controls an inspector expects are in place from the first day.

Learn more about Be inspection-ready
The Data Room: documents with type, room, version, status, author and last update

How it works

How it works

Most tools only track work. Cambrian also contains the standard procedures for building a life sciences company, does part of the work itself, and shows the effect of a decision before you make it.

  1. 01

    All company records in one place

    Programs, milestones, tasks, documents, sites, batches, budgets, vendors, risks and submissions are stored once and linked to each other. Nothing is re-entered in a separate plan.

  2. 02

    Playbooks create the work

    Company formation, pre-IND preparation, IND submission, in-licensing and site activation are step-by-step procedures. Starting one creates the tasks, documents and milestones, with dependencies and completion criteria.

  3. 03

    Scenarios test a decision

    Ask what happens if you add sites, delay a raise or change the regulatory pathway. Each answer is a range, and the assumptions behind it are recorded.

  4. 04

    Forecasts are checked against reality

    Every simulation predicts your own milestone dates, site activations and cash balance. When the actual values are known, the platform scores its predictions and corrects for any bias.

Scenarios

See the effect of a decision before you make it

Should you add sites or tighten eligibility? Raise now or after the readout? Run the question on your own program. You get timelines, cash, enrollment and supply as ranges, the questions a reviewer would raise, and supporting evidence from ClinicalTrials.gov, PubMed and openFDA.

See the simulation platform

Scenario comparison

Compare scenarios side by side

Each scenario, for example the baseline, four more sites or stricter eligibility, is run the same way on the same program. Each result shows the median, the P10 to P90 range and the probability.

An experiment page: three scenarios compared on months of runway, cash at month 12, positive readout probability, required N and power at the planned N

Findings and expert panel

Findings and reviewer questions

Findings list the problems in each scenario with a severity. Expert reviewer personas read the results and your documents and return their concerns and the questions you should prepare for. The regulatory war game does this from the perspective of an agency reviewer.

Expert panel: a biostatistician reading with critical and warning items and a numbered list of questions to prepare for

Credibility record

Each result records its assumptions and limits

The credibility record states the question, the intended use, how much depends on the model, where each assumption came from, and the limitations. It follows ICH M15 and the FDA AI credibility framework. Results are decision support, not predictions of efficacy or approval.

A credibility record: question, context of use, intended use, model risk, engines, priors, verification, validation and limitations

Assistant

Answers from your own program, with citations

Ask when last patient in is expected and what four more sites would change. The assistant answers from your records and completed experiments, cites them, and says what the numbers do not answer.

  • Answers only from your records, with a citation for every claim
  • Reads programs, documents, tasks, risks, submissions and playbooks
  • Starts an experiment for what-if questions and reads the results back
  • It cannot change records. It tells you which room to use instead
The assistant panel answering a what-if question about last patient in, citing the SYN-114-201 enrollment and power experiment

Rooms

Every function of the company in one system

Regulatory, clinical, manufacturing, quality, supply, finance, vendors and legal each have a room, and all rooms use the same records. If you change a batch date in Supply Chain, the timeline, the simulations and the assistant use the new date.

Platform

  • Mission Control
  • Playbooks
  • Scenarios
  • Data Room
  • Timeline
  • Risk Register
  • Assistant

Development

  • Regulatory
  • Clinical
  • Clinical Ops
  • Nonclinical

Manufacturing

  • CMC
  • Quality
  • Supply Chain

Operations

  • Finance
  • Vendors
  • Legal and IP
  • Settings

Walk through the rooms

Trust

Built for inspection

Read the trust page

Data isolated per organization

Every record belongs to one organization, and every read and write is checked against it.

Audit trail on every change

Every change records who made it, when, the previous value and the new value, in a log that cannot be edited.

Part 11 electronic signatures

Each signature records the signer, its meaning and a hash of the content, and links to the previous signature. Signatures are never deleted.

Documented

Our compliance status, subprocessors and how to report a vulnerability are on one page.

See it with your own program

We start the demo on a sample company, then use your own records. Bring a decision you are currently considering and we will simulate it during the call.