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Answer policy and compliance questions with evidence

Compliance, legal, HR, and security teams repeatedly answer policy questions. VectorAmp helps them answer from approved documents only, with citations attached.

What you will build​

A policy Q&A assistant over current policies, control evidence, vendor questionnaires, legal templates, and security docs.

Prerequisites​

  • VectorAmp dashboard access.
  • Approved policy/evidence source folders.
  • A metadata convention for document status and ownership.

Step 1: Define the policy corpus​

Recommended folders or sources:

  • Security policies
  • HR policies
  • Legal templates
  • SOC 2 evidence
  • Vendor security answers
  • Architecture and incident response docs

Use metadata like:

{
  "department": "security",
  "policy_status": "current",
  "region": "us",
  "owner": "security",
  "review_cycle": "annual"
}

Step 2: Create and populate the dataset​

Use dashboard upload/connectors, or use the Python SDK for curated local files.

pip install vectoramp
from vectoramp import VectorAmp

client = VectorAmp(api_key="vsk_...")
dataset = client.datasets.create(
    name="policy-compliance-knowledge",
    metadata={"owner": "security"},
)

job = dataset.ingest_files([
    "./policies/access-control.pdf",
    "./policies/data-retention.pdf",
    "./evidence/access-review-q2.csv",
])
print(job)

Step 3: Ask policy questions​

Good prompts are specific and auditable:

  • “What is our laptop encryption requirement?”
  • “Which policy covers subprocessors?”
  • “What evidence supports quarterly access reviews?”
  • “What is the escalation policy for a suspected credential leak?”

Step 4: Filter to current, approved material​

results = dataset.search(
    text="laptop encryption requirement",
    top_k=10,
    filters={"department": "security", "policy_status": "current"},
    include_documents=True,
)

Step 5: Add a review workflow​

Use VectorAmp to find and cite the answer. Do not let the model become the final policy authority.

Suggested workflow:

  1. User asks a policy question.
  2. VectorAmp returns cited answer candidates.
  3. Policy owner verifies citation and currentness.
  4. Approved answer is reused in internal FAQs or compliance responses.

Validation checklist​

  • Retired policies are excluded or marked policy_status=retired.
  • Answers cite the current policy version.
  • Evidence questions return evidence documents, not just policy summaries.
  • Users know who owns final approval.

Production notes​

  • Version policy documents in source metadata.
  • Prefer source folders with restricted write access.
  • Review answers before sending externally.
  • Use filters for region-specific policy differences.