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Compliance Matrices

100% accuracy. Zero guesswork. Deterministic results shaped around your process, with AI layered on top.
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HQ0859-25 Solicitation (Final).pdf Template: Compliance Review
Shred to Excel Start review
Mandatory requirements
shall 866
will 308
must 70
1,244
requirements found, every time
PageParaRequirementCompliantAssignedStatusRisk
343 The Contractor shall provide all program management/oversight. Yes SMSarah Complete High
46 Data and reports shall be delivered in accordance with Exhibit A. Partial MRMarcus In review Medium
62 The offeror shall submit a technical volume not to exceed 30 pages. No ECEmily Not started High
79 Personnel must hold an active Secret clearance at award. N/A DNDavid In progress Low
Shredding

15+ years trusted in sensitive bids, now built around your process.

Deterministic compliance matrices

In proposal environments where a single missed requirement can cost millions, accuracy isn’t optional; it’s everything. VisibleThread automates the creation of compliance matrices using deterministic, rule-based analysis, ensuring every requirement is captured, traced, and accounted for with 100% consistency.

Then make the matrix yours. Design your own shred templates, review and assign work with your team inside the shred, and ask Visi questions about the requirements without leaving the page.

Deterministic by design
No hallucinations. No probabilistic output. Just precise, repeatable, evidence-based compliance.

Requirement extraction never uses AI. Visi is an optional layer on top, for analysing and questioning the shred once it exists, and administrators decide whether it is switched on.

Review and export

Review in the platform. Find any requirement. Export everything.

Review in the platform

Review every requirement directly in VisibleThread, with your whole team working from the same requirement set.

Find it in the document

Click any requirement to find it in the document previewer and check it against the original RFP.

Export everything to Excel

Export everything to Excel whenever you need it, with your template columns included.

Custom shred templates

Your compliance process, in your columns.

Every organization runs compliance review its own way. Instead of one fixed set of columns, design the columns your team needs and reviewers fill them in during review.

Build as many templates as your workspace needs, then pick the right one each time you shred. Template columns carry through to the Excel export.

1

Design the template

Choose from nine column types and control how each column looks and what reviewers can change.

Text Number Date Person Single Select + more
2

Pick it when you shred

Each new shred uses the columns from the template you choose, so a capture gap analysis and a compliance check can live side by side in the same workspace.

3

Review with your columns

Reviewers fill in values, apply a value to several rows at once, filter by your columns, and export the lot to Excel.

Template ideas

One workspace, as many templates as you need.

Compliance review

Track how each requirement is answered and how risky it is.

Compliant (Yes / No / Partial / N/A) Assigned to Status Risk level

Partner capability analysis

Score each teaming partner against every requirement before the workshare is agreed.

One column per partner Strong / Partial / Gap Notes

Section ownership

Map every requirement to a proposal section and the people who own it.

Proposal section Writer (Person) Reviewer (Person) Due date

Past performance mapping

Match requirements to the contracts and references that prove them.

Matching contract Relevance (Single Select) Reference

Pricing and cost volume

Flag the requirements that drive price and give each one an owner.

Price driver (Yes / No) Estimate (Number) Pricing owner

Color team review

Record reviewer findings against each requirement, round by round.

Reviewer Finding Severity Date resolved
Review and collaborate

Review, comment and assign, right in the shred.

No more passing a spreadsheet around. Your team works on the same requirement set in one place, with every decision attached to the requirement it belongs to.

Comment on any requirement
Discuss interpretation where the requirement sits, so context is never lost in email.
Tag colleagues
Bring in the SME, writer or reviewer who can settle the question.
Assign rows to people
Assigned reviewers are notified, so ownership is clear from day one.
Filter and update in bulk
Filter by your template columns and apply a value to several rows at once.
Page 6, Para 2
The offeror shall submit a technical volume not to exceed 30 pages.
SM
Sarah
Does the 30 page limit include the cover and the table of contents? @Emily can you check the amendment?
EC
Emily
Amendment 2 confirms both are excluded. Marking this one In progress.
Assigned: Emily In progress
Visi Working on: HQ0859-25 shred
Which High risk requirements have not been started?
Three requirements are rated High and not started. The page limit on the technical volume is one of them.
p. 6, para 2 p. 9, para 14 p. 12, para 3
What is the evaluation weighting for price?
This document doesn’t say. Evaluation weighting is not stated in the pages you have open.
Summarize this shred What are the page limits?
Visi in the shred

Ask questions of your shred, without leaving the page.

Visi now works directly on the shred you have open. Use it to analyse the requirements and get your bearings fast, while the extraction itself stays deterministic.

A place to start
Visi offers a summary and suggested questions, or you can ask your own straight away.
Answers you can check
Every answer includes citations that link to the source in the document.
No guessing
If the document doesn’t contain the answer, Visi tells you rather than making one up.
Under administrator control
Visi is part of VisibleThread’s generative AI capabilities, and administrators can switch it on or off.
Why it matters

Every requirement captured, traced, and accounted for.

100%

Traceability & accuracy

Every requirement is extracted using deterministic logic meaning the same input always produces the same output. Your team can rely on repeatable, exact results.

Eliminate missed requirements

VisibleThread scans the entire RFP package and flags every requirement, even the ones buried in attachments, appendices, or cross-referenced documents.

Harmonize large teams

Everyone works from the same, precise requirement set, with comments, tags and assignments in one place. Eliminating interpretation differences between writers, SMEs, reviewers, and BD.

Requirement tagging

Group requirements by section, importance, theme, or complexity, or by any column in your own template, to assign ownership quickly.

Document previewer & Excel export

Review directly in the platform, click any requirement to find it in the document previewer, and export everything to Excel, template columns included.

FAQ

Compliance Matrices, answered.

Accuracy and traceability
How accurate is VisibleThread’s requirement extraction?
Extraction is 100% accurate and deterministic. It produces the same, fully traceable output every time, with no probabilistic AI and no inconsistencies.
Can VisibleThread guarantee we won’t miss any requirements?
VisibleThread dramatically reduces this risk by scanning every document in the package and extracting every requirement signal. It is one of the most reliable ways to ensure nothing is overlooked.
How does VisibleThread ensure traceability?
Every requirement in the matrix is tied to the page and paragraph where it appears in the source document, so reviewers can check any line against the RFP. Generated content is built from curated document collections and validated with deterministic analysis, creating outputs that are both grounded and fully auditable.
What kind of ROI can we expect?
Organizations typically see reduced review time, faster proposal turnaround, improved compliance accuracy, and better use of SME and writer time.
AI and trust
Does VisibleThread use generative AI to create compliance matrices?
No. Requirement extraction is entirely deterministic. VisibleThread does not invent or infer content. It identifies only what is explicitly present in the RFP. Visi, the AI assistant, is a separate layer on top: it answers questions about a shred you already have and does not generate the matrix.
Why does traceable AI matter?
It reduces risk, improves compliance, and shifts AI from something you have to double-check into something you can confidently use.
How does VisibleThread safely incorporate generative AI in GovCon workflows?
VisibleThread uses deterministic analysis to establish a verified foundation, then applies generative AI within controlled data boundaries. This ensures content is created from approved, traceable inputs rather than open-ended or unverified sources. Administrators also stay in control: they can turn Visi on or off, and choose which LLM provider powers each AI capability.
How do you prevent AI hallucinations?
Content is generated using curated source material (Collections) and supported by deterministic validation, so outputs can be traced back to real data and verified. In the shred, Visi cites its sources, and if the document doesn’t contain the answer, it tells you rather than guessing.
Review and export
Can I review requirements inside VisibleThread, or only in Excel?
You can review directly in the VisibleThread platform. Reviewers can fill in values, apply a value to several rows at once, filter by your columns, and assign rows to people, who are notified. You can also comment on requirements and tag colleagues directly in the shred.
How do I find a requirement in the source document?
Click the requirement and find it in the document previewer, so you can check it against the original RFP.
Can I export the compliance matrix to Excel?
Yes. You can export everything to Excel, including your template columns.
Custom shred templates
What are custom shred templates?
Shreds can now use the columns your compliance process needs. You design the columns in a template, choose that template when you shred, and reviewers fill in the columns during review.
Can we have more than one template?
Yes. Build as many templates as you need and pick one each time you shred. For example, you might use one template for compliance review and another for partner capability analysis, all in the same workspace.
What kinds of columns can I add?
There are nine column types to choose from, including Text, Number, Date, Person and Single Select. You can also control how each column looks and what reviewers can change.
Visi in the shred
What can I do with Visi in a shred?
Visi works directly on the shred you have open, without leaving the page. It offers a summary and suggested questions, or you can ask your own. Visi is also available in Compare Docs, Proposal Outline and the Acronym Report.
Can I verify Visi’s answers?
Yes. Every answer includes citations that link to the source in the document. If the document doesn’t contain the answer, Visi tells you rather than guessing.
Can administrators turn Visi off?
Yes. Visi is part of VisibleThread’s generative AI capabilities, and administrators can turn it on or off.

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