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The Traceability Problem Every Systems Engineer Knows

Manual RTM maintenance becomes impossible as requirements grow. You need proof of coverage, but you're drowning in document versions.

Without Docsie

  • Manually tracking requirements across dozens of design docs, test plans, and specifications in spreadsheets
  • No confidence that every requirement has evidence—gaps discovered during audits, not before
  • Weeks of review time for each baseline change, with no consistency between reviewers
  • Traceability matrixes outdated the moment they're published, forcing complete rework for every revision
Recommended

With Docsie

  • Choose source comparison, a baseline check or a requirements check
  • Inspect quoted evidence behind the findings
  • Use approved expectations and code-computed rubric scores
  • Repeat separate checks with a factory; confirm the results

Real output

Not a mockup. This is the report.

A real NDA intake illustrates this workflow: baseline results, rubric scores and the evidence behind individual findings.

1

Every document, every section, one grid

19 baseline sections across the whole intake. The totals row shows where the drift is concentrated - section 1 differs in 4 of 6 documents.

Baseline matrix: six NDAs checked section by section against an approved baseline, with matches, differences and missing sections marked

Open the screenshot to inspect the full detail.

2

One row per document, with the verdict

Baseline result, rubric score and a verdict with reasons help reviewers decide what to inspect next. People confirm the findings.

Items table showing per-contract baseline result, rubric score and pass or needs-review verdict

Open the screenshot to inspect the full detail.

3

Graded against your criteria, scored in code

Each criterion scores the share of its expectations met. Scores roll up by weight. Critical and high-severity failures are counted separately.

Rubric report with weighted score, category breakdown and per-criterion pass and below-pass-mark status

Open the screenshot to inspect the full detail.

4

Every finding resolves to the source text

Read the baseline and incoming agreement together. Verified quotations resolve to source text; inspect the interpretation before confirming the finding.

Finding detail showing the baseline clause and the contract clause quoted side by side, both verified, with the stated difference

Open the screenshot to inspect the full detail.

Run it on your own documents Start with your reference and review question.

Why Docsie

Traceability That Scales With Your Requirements

Use consistent references and inspectable evidence to support human review.

Requirement-to-evidence review

Use a requirements rubric to locate supporting content and gaps. A requirements check grades one body at a time; keep lifecycle IDs and bidirectional links in your engineering records.

Transparent scoring

The model judges whether each expectation is met; code computes its share met and weighted rollups. Inspect that evidence before accepting a score.

Repeatable document intake

Approve a sample to freeze the baseline and rubric, then repeat separate checks across the intake. The matrices and review reasons help prioritize human review, including possible false flags.

Real-World Use Cases

Examples of review questions the workflow can support.

Product example: Engineering documentation requirements check with scores and evidence. Open the image to inspect the review output.

Aerospace & Defense

AS9100 and DO-178C Compliance

Review evidence for aerospace requirements across design, verification and test documents. Keep the requirement ID and source revision in your review records; confirm the evidence with the responsible engineer.

  • Review safety-critical requirements with exact source citations
  • Weight critical expectations in the rubric
  • Rerun a review when the requirements or design change

Product example: Editable engineering documentation rubric and expectations. Open the image to inspect the review output.

Medical Devices

IEC 62304 Software Requirements Traceability

Check coverage of user needs, risk controls and verification expectations in medical-device documentation. Use cited findings to support a qualified review of the design history file.

  • Inspect supporting text for your approved expectations
  • Record missing or insufficient evidence for follow-up
  • Confirm interpretations and preserve your validated change-control records

Product example: wireless-device source documentation compared by architectural and technical subject.

Systems Engineering

Large-Scale Program Requirements Management

Review customer requirements, system specifications and interface documents. A factory repeats the same baseline and rubric checks for each subsystem document.

  • Repeat reviews across the subsystem intake
  • Match concepts across different terminology
  • Inspect weighted scores and cited gaps before design review

Key Features

Everything you need to automate requirements traceability with cited evidence.

Concept-Based Matching

Finds requirement satisfaction across different wording and document structures, not just keyword matches.

Exact Source Citations

Open the cited source text behind a finding and confirm its interpretation before accepting the result.

Weighted Rubric Scoring

The model judges expectation coverage; code computes the share met and weighted score. A requirements check grades one body at a time.

Compare 2-6 Sources

Compare shared concepts across 2–6 source collections. Use a requirements rubric to assess one body of content against your defined expectations.

Review queue with reasons

Prioritize review from each document’s verdict and cited findings. Confirm false flags before accepting a result.

Re-Run on Demand

Run another comparison when the content changes and review the cited findings against the approved reference.

Common Questions

Frequently Asked Questions

What systems engineers ask about automated requirements traceability.

Getting Started

Most Popular

Q: How does Docsie handle different requirement formats and numbering schemes?

A: Import a document or list, or draft the rubric with AI. Review and edit the requirements and their expectations before grading. Source comparison can also match related concepts across 2–6 sources.

Q: Can I trace requirements across document versions and baselines?

A: Compare a revision against your approved baseline and inspect the cited changes. Update your traceability records after a reviewer confirms the finding.

Q: What if a requirement is partially satisfied across multiple documents?

A: Each requirement scores the share of its expectations met, and weights roll scores up. One requirements check grades one body of content; a factory repeats separate checks across documents.

Security & Compliance

Q: How do I prove traceability in an audit with cited evidence?

A: Cited evidence can support your traceability review, but a report does not certify compliance with DO-178C, IEC 62304 or ISO 26262. A qualified reviewer determines whether the evidence satisfies your process.

Q: Can I freeze a baseline for validated or certified systems?

A: A factory freezes its baseline and rubric when you approve a sample. Changing either requires a new sample approval. False flags can occur, so confirm the results before accepting them.

Review limits

Q: Will clean documents pass without review?

A: Not reliably today. False flags can put clean documents into review. The factory triages every document with reasons; people confirm the findings before accepting the result.

Still have questions?

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