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A Novasign demo is 30 minutes on your dataset, not a slide deck

Most software demos show the vendor’s data behaving well. This one builds a model on data from a campaign you have already run.

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Pick a time in the calendar, then confirm it from your inbox. There is no qualification step in front of the session.

In a full engagement, Bespark*bio reached the same process decisions with 8 runs instead of 22, 64% fewer experiments. Read the study.

The compliance program, including what it does not yet cover, is published in full on Trust, with nothing behind a form.

How Novasign handles what you submit is described in the privacy notice.

The agenda

What happens in the 30 minutes?

demo session · your dataset30 minutes, three parts · illustrative rendering
1Modelbuilt on your dataset2Predictionagainst the run you did3Fitmapped onto your setupdataset readerpreprocessorreactorhybrid modelproductprocess timemeasuredpredictedYOUR DATA SOURCESyour filesyour process datayour assaysStudioAND WHERE IT RUNSon-premiseyour cloudapplianceair-gapped
  1. Part one: a specialist wires a dataset reader, a preprocessor, a reactor and a hybrid model into a workflow, on a dataset from a campaign you have already run.
  2. Part two: the trained model is simulated forward, and its trajectory is put next to the measurements from the run that was actually done. The axes are qualitative, because the session uses your numbers, not ours.
  3. Part three: your data sources are mapped onto Studio, and the four places Studio can run are named (on-premise, in your cloud, on an appliance, or air-gapped).
  1. 1 · Model

    Build a hybrid model

    A specialist loads a real bioprocess dataset into Studio and trains a model on it.

  2. 2 · Prediction

    Show it against the experiment

    The trained model is simulated forward and its trajectory put next to the measured one.

  3. 3 · Fit

    Map Studio onto your setup

    Which of your data sources arrive live, which arrive as files, and where Studio would run.

Who joins

Who joins the session?

A modeling specialist runs every demo and answers all three of these in the session itself.

  • Modeling

    How the model is built

    How a hybrid model is authored, and what intensified design of experiments changes.

  • Deployment

    Where Studio runs

    The four deployment options, and what an air-gapped installation involves.

  • Compliance

    What a reviewer can check

    What the compliance program covers, and which Part 11 building blocks Studio ships.

From your side, two people are enough: the engineer who owns the campaign and, if where the software runs matters to you, whoever answers for your IT constraints. Nobody needs to prepare anything beyond the three items below.

Preparation

What should you bring?

One campaign, one question, and the constraint on where the software runs.

  • A dataset

    One completed campaign

    Offline and process data from runs you have run, as CSV, Parquet, Excel or JSON.

  • A question

    The decision you are stuck on

    A media formulation, a scale-up step, a transfer, or an unexplained deviation.

  • A constraint

    Where the software must live

    Whether the platform runs on your infrastructure, in your cloud, on an appliance or air-gapped.

No dataset yet? Novasign brings one of its own. The agenda does not change; only the dataset does.