Governed scientific design

Evidence-backed design for scaffold, carrier and molecular material programmes.

Zentari turns scientific briefs into candidate designs, material-function records and partner-ready evidence packs. Each result carries its assumptions, scores, approvals and provenance, so teams can see why a candidate should move into validation.

run zen-0417 · evidence layer Contract gated
  1. Briefstructured programme passed
  2. Candidatesdesign thread · manifest passed
  3. Physicssolver fields running
  4. Scorecardmulti-objective gates queued
  5. Handoffevidence pack queued
Illustrative run state. Production evidence comes from completed solver runs, scorecards and handoff records.
  • Real solvers OpenFOAM CFD, Brownian dynamics and Stokesian dynamics produce solver-backed fields and mobility evidence.
  • Surrogate screening Models with calibrated uncertainty rank candidates ahead of expensive truth runs.
  • Contract-gated compute Explicit approvals govern expensive runs and promotions.

How it works

From brief to evidence pack.

A brief becomes structured inputs. Candidates are generated, scored and promoted through explicit gates. Solver outputs, scorecards and handoff records stay attached to the same programme, so claims remain traceable.

  1. 01

    Brief

    Intent, constraints and review criteria enter as a structured programme of typed inputs.

    Structured programme
  2. 02

    Candidates

    Candidate geometries, carrier manifests and material records are generated with provenance from the first revision.

    Design thread · manifest
  3. 03

    Physics evidence

    Real solvers (OpenFOAM CFD, Brownian and Stokesian dynamics) produce solver-backed fields and mobility evidence.

    Solver fields
  4. 04

    Surrogate screening

    Fast models with calibrated uncertainty rank candidates and focus expensive truth runs where they matter.

    Ranked frontier
  5. 05

    Scorecards and gates

    Multi-objective scoring and explicit approval gates govern expensive compute and promotions.

    Scorecard · audit record
  6. 06

    Handoff

    A partner-ready evidence pack ships with provenance attached; claims trace to their runs.

    Evidence pack

Under the hood

Machinery for trustworthy evidence.

The capabilities reduce guesswork before expensive validation begins.

  • Solver-backed fields

    OpenFOAM runs on promoted candidates; shear and velocity claims trace to solver-backed records.

  • Surrogate model families

    Gradient-boosting and Gaussian-process surrogates with calibrated uncertainty screen candidates ahead of truth runs.

  • Multi-objective search

    Candidates are explored against competing objectives, and the search surfaces the Pareto frontier.

  • Contract-gated compute

    A compute governor stands between intent and expensive work; truth runs and promotions pass through its gate.

  • End-to-end lineage

    Geometry, manifests, solver outputs and scorecards retain provenance; claims trace back to their runs.

  • Partner handoff packs

    Review surfaces are built for someone else to trust: evidence assembled, gated and exported as a package.

Operating doctrine

Proof records before claims.

01

Each output carries an evidence level.

Claims move from hypothesis and simulation toward measured partner data without blurring the boundary.

02

Approvals govern expensive compute.

Truth runs and learning loops pass through explicit gates and audit records.

03

Handoffs state what remains unresolved.

Evidence packs carry assumptions, provenance and open validation questions beside the result.

Contact

Partner with Zentari.

Working on structured foods, carriers, material functions or validation-heavy design? Tell us about your programme and we will map it to the evidence route.

founders@zentari.bio Scaffold Intelligence · Nano · Quantum Materials · shared evidence