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App Data / Materials

Materials Candidate Screen

Screen material candidates before qualification.

Send candidate materials, property targets, LIMS exports, lab results, and qualification rules. The app organizes the candidate set and prepares a qualification file. Ready to scope now. Start with one real batch and get back the output your team can use.

Screen materialsView the catalog
Available nowAvailable now. Screen candidate materials before qualification.

App path

Materials Candidate Screen

Available now
InputCandidate setFormulae, targets, LIMS exports
CheckProperty rulesTargets, failed rules, lab state
OutputQualification fileReady, resample, reject, or more data
NextCandidate memoryFailures and lab outcomes retained
Materials workflow overview

Input, work, and output

Input

What you provide

  • Candidate materials and formulae
  • Property targets and qualification rules
  • LIMS exports or property tables
  • Lab test results and acceptance criteria

Work

What happens

  • Checks candidates against target properties and rules
  • Labels candidates as ready, needs more data, resample, or reject
  • Separates generated candidates from observed lab results
  • Prepares the qualification file and source links

Output

What you receive

  • Screened candidate list
  • Property table and lab notes
  • Qualification status
  • JSON or PDF handoff when configured

Decision flow

Move from intake to review and handoff with clear owners at every step.

  1. 01

    Load candidates

    Attach formulae, source, provider state, and qualification rules.

    Provider state is visible.

  2. 02

    Check properties

    The app compares candidates against property targets and failed rules.

    Failed rules are named.

  3. 03

    Prepare qualification file

    The output shows accepted, rejected, resample, or more-data status.

    Candidate status is clear.

  4. 04

    Carry lab outcomes forward

    Failures and lab outcomes can inform future candidate screens.

    Bad candidates are easier to avoid.

What you receive

Materials Candidate Screen deliverables

Application
Materials Candidate ScreenAvailable now
Buyer
Materials R&D, qualification, aerospace, and industrial quality teamsProgram owner
Input
candidate materials setCSV / LIMS exports / property tables
Review
Materials ownerChecks candidates against target properties and rules Labels candidates as ready, needs more data, resample, or reject Separates generated candidates from observed lab results Prepares the qualification file and source links
Output
Candidate list with property table, lab notes, qualification status, and handoff files.Checked materials data, qualification logic, and qualification files your team can keep.
Scope
$50K-$150K typical engagementTypical engagement

What the workflow supports

What the workflow supports.
OutcomeWorkWhat you receiveProgram fit
Input is readyCandidate materials and formulae Property targets and qualification rules LIMS exports or property tables Lab test results and acceptance criteriaSource, access, format, validation, project rules, and responsible owner.Best for teams with a defined source, owner, and delivery goal.
Work can advanceChecks candidates against target properties and rules Labels candidates as ready, needs more data, resample, or reject Separates generated candidates from observed lab results Prepares the qualification file and source linksStage, owner, checks, exceptions, reviewer notes, and required next action.Your team can see blockers, owners, and next actions throughout the workflow.
Output can be releasedScreened candidate list Property table and lab notes Qualification status JSON or PDF handoff when configuredSources, criteria, reviewers, decision, manifest, version, and audit history.The final package is configured for the application, project, and review requirements.

Good fit

What this application is for

  • Materials R&D screening
  • Aerospace or industrial qualification prep
  • LIMS-backed candidate screens
  • Property target comparison

Boundary

What this application is not

  • Replacing lab testing
  • Certifying material performance without customer validation

Availability

Available nowAvailable now for candidate screening when property targets and source data are supplied.