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Business DQA Document

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BUSINESS DQA AGREEMENT

Effective Date:

WHEREAS

WHEREAS, Service Provider is engaged in the business of providing data quality assurance, validation, remediation and related consulting services to improve the accuracy, completeness and reliability of business data; and

WHEREAS, Client desires to retain Service Provider to perform Data Quality Assurance services described in this Agreement and Service Provider agrees to perform such services under the terms and conditions set forth herein.

NOW, THEREFORE, in consideration of the mutual covenants and promises contained herein, the parties agree as follows:

SCOPE OF WORK

Service Provider will perform Data Quality Assurance activities including, but not limited to, profiling, validation rule definition and execution, data cleansing, deduplication, schema conformance checks, completeness checks, and exception reporting. Acceptance criteria and deliverables are set forth below and may be updated by written amendment signed by both parties.

PAYMENT TERMS

As consideration for the services provided, Client shall pay Service Provider as set forth below. All fees are exclusive of taxes unless otherwise stated. Client shall reimburse Provider for reasonable, preapproved out-of-pocket expenses incurred in performance of the services.

In the event payments are overdue, interest shall accrue at the rate stated in the Late Payment Fee above and Client shall reimburse Service Provider for reasonable collection costs and attorneys' fees incurred to recover unpaid amounts.

TERM AND TERMINATION

This Agreement shall commence on the Start Date and continue until the End Date or until earlier terminated as provided herein.

Start Date:     End Date:

Either party may terminate this Agreement for material breach by the other party if such breach remains uncured for the notice period specified above following written notice. Termination shall not relieve Client of its obligation to pay for services performed and expenses incurred prior to the effective date of termination.

CONFIDENTIALITY

"Confidential Information" means non-public business, technical and financial information disclosed by either party to the other, whether orally, in writing, or by inspection, that is designated as confidential or that reasonably should be understood to be confidential. Each party shall: (a) use Confidential Information solely to perform its obligations under this Agreement; (b) restrict disclosure to its employees, contractors and advisors who have a need to know and who are bound by confidentiality obligations no less protective than this Agreement; and (c) take reasonable measures to protect Confidential Information from unauthorized disclosure.

Confidential Information shall not include information that: (i) is or becomes publicly available through no fault of the receiving party; (ii) was rightfully in the receiving party’s possession prior to disclosure; (iii) is independently developed without use of the disclosing party’s Confidential Information; or (iv) is required to be disclosed by law, provided the receiving party gives prompt written notice and cooperates to seek protective measures.

DATA QUALITY STANDARDS AND ACCEPTANCE

Service Provider represents that services will be performed in a professional and workmanlike manner consistent with industry standards for data quality assurance. Client shall have a period of ten (10) business days following delivery of each deliverable to review and notify Service Provider of any material deficiencies in meeting agreed acceptance criteria. Service Provider shall, at its expense, correct such deficiencies within a commercially reasonable time.

LIMITATION OF LIABILITY

Except for liability arising from wilful misconduct or breach of confidentiality, each party’s aggregate liability for claims arising out of or relating to this Agreement shall not exceed the total fees paid by Client to Service Provider under this Agreement in the twelve (12) months prior to the event giving rise to the claim. Neither party shall be liable for any consequential, incidental, special or punitive damages.

GOVERNING LAW

This Agreement shall be governed by and construed in accordance with the laws of: without regard to its conflicts of law principles.

ENTIRE AGREEMENT

This Agreement, including any exhibits and written amendments duly executed by both parties, constitutes the entire agreement between the parties with respect to the subject matter hereof and supersedes all prior and contemporaneous understandings, proposals and agreements, whether written or oral. No modification of this Agreement will be effective unless it is in writing and signed by an authorized representative of each party.

MISCELLANEOUS

Each party represents and warrants that it has the full power and authority to enter into this Agreement. Neither party may assign its rights or obligations under this Agreement without the prior written consent of the other, except to a successor in interest in connection with a merger or sale of substantially all assets.

Service Provider — Print Name:

By:

Date:

Client — Print Name:

By:

Date:

Enter text✕

What the Business DQA Document Is and when it’s used

A Business DQA Document is a formal Data Quality Assessment record used to evaluate, document, and remediate data issues across business systems. It captures scope, data sources, validation rules, sampling results, gap analysis, root cause findings, and recommended remediation actions. Organizations use the DQA to support governance, compliance, system migrations, master data management, and regulatory reporting. The document summarizes metrics, evidence, responsible owners, and timelines so stakeholders can prioritize fixes, verify data integrity, and demonstrate due diligence to internal auditors and external regulators.

Why a structured DQA Document matters for controls and compliance

A Business DQA Document provides an auditable trail of data validation steps, findings, and corrective actions that supports governance, risk management, and regulatory compliance.

Why a structured DQA Document matters for controls and compliance

Who prepares and who reviews a Business DQA Document

Use the DQA Document as a single source of truth for remediation tracking, sign-offs, and retrospective review.

  • Data Stewards and Data Owners — accountable for data definitions, business rules, and remediation prioritization across domains.
  • IT and Data Engineering — responsible for extraction, transformation, validation scripts, and evidence capture from source systems.
  • Internal Audit and Compliance — reviewers who verify methodology, sampling, and alignment with regulatory requirements.

Step-by-step: completing a Business DQA Document

Follow these sequential steps to create a complete, auditable DQA Document and hand it off for remediation.

  • 01
    Define scope: Identify systems, tables, and fields to assess.
  • 02
    Select methodology: Choose sampling, validation rules, and tools.
  • 03
    Run validations: Execute checks and capture sample evidence.
  • 04
    Document findings: Record results, owners, priority, and next steps.

Typical DQA workflow from intake to closure

A repeatable workflow reduces rework and provides transparent handoffs between teams.

  • Intake and triage: Log issue, map source, assign owner.
  • Validation execution: Run automated and manual checks.
  • Remediation tracking: Open tickets, apply fixes, document changes.
  • Closure and verification: Re-run checks and record evidence of resolution.

How to configure a digital DQA workflow

Suggested settings and automation points for an online DQA process using form or workflow tools.

Field Configuration
Assessment Template Prepopulate scope, rules, and evidence fields.
Notifications Email/SMS alerts to owners on assignment and due date.
Attachments Require sample CSVs, error logs, and screenshots.
Approval Steps Two-step sign-off: remediation owner and compliance reviewer.

Technical considerations for electronic completion and eSigning

When eSigning or routing DQA Documents, require an immutable audit trail and retain copies for the statutory retention period.

  • File formats: PDF, DOCX, CSV support recommended
  • Integrations: Connectors for source systems and ticketing
  • Authentication: Email, SMS, or stronger MFA

Essential components of a professional Business DQA Document

Include these elements to make the DQA Document actionable, auditable, and useful for remediation planning.

Executive summary

One-paragraph overview of scope, top findings, and business impact to inform nontechnical stakeholders and prioritize remediation.

Scope and objectives

Clear listing of systems, tables, fields, time ranges, and assessment goals so reviewers understand boundaries and limitations.

Methodology

Detail sample sizes, validation rules, tools used, and any assumptions or exclusions to support reproducibility.

Findings and metrics

Quantified issue counts, severity ratings, examples, and trend indicators that enable prioritization and KPI tracking.

Remediation plan

Assigned owners, target dates, change descriptions, and acceptance criteria for each corrective action to drive closure.

Evidence and audit trail

Attachments, query logs, screenshots, and signature records that demonstrate how checks were performed and by whom.

Core data elements required in every Business DQA Document

Document ID: Unique identifier for version control.
Assessment date: MM/DD/YYYY format for audit records.
Scope list: System.table.field entries to locate data.
Sample size: Record numeric sample and selection method.
Severity rating: High / Medium / Low classification.
Sign-off: Name, role, and signature timestamp.

Common pitfalls to avoid when preparing a DQA Document

  • Undefined scope that mixes unrelated data sources, causing inconsistent validation and remediation priorities.
  • Using anecdotal examples instead of quantified samples, which weakens auditability and management buy-in.
  • Not recording validation steps and queries, preventing reproducibility and delaying problem resolution.
  • Assigning ownership without a deadline or acceptance criteria, leading to stalled remediation and recurrence.

Risks and compliance consequences of inadequate data quality documentation

Regulatory fines: HIPAA exposure
Reporting errors: Tax or financial misstatements
Operational losses: Customer service impact
Contract breach: SLAs and vendor penalties
Audit findings: Qualified internal audit reports
Reputational harm: Public trust erosion

eSignature pricing and capability comparison for DQA signing and approvals

Compare common vendor starting prices and capabilities relevant to signing, bulk distribution, and compliance needs.

signNow DocuSign Adobe Sign PandaDoc HelloSign
Starting Price $8/user/mo $15/user/mo $14/user/mo $19/user/mo $15/user/mo
Free Trial 7-day trial Varies Varies Varies Varies
Bulk Send Yes Yes Yes Yes No
Audit Trail Yes Yes Yes Yes Yes
HIPAA Compliant Yes Yes Yes No No

Frequently asked questions about Business DQA Documents and eSigning

Answers to common questions about digital completion, legal validity, retention, and evidence needed for audits.


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