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AI Regulatory Writing Software RFP Template
RegOps Playbooks

AI Regulatory Writing Software RFP Template

Template

Use this copy-ready RFP workbook to evaluate AI regulatory writing software: evidence gates, vendor responses, pricing scope and a worked scorecard.

Assyro Team
7 min read

Quick Answer

An AI regulatory writing software RFP should define the documents you need, require evidence for essential controls, and separate vendor statements from observed results. Use the workbook below to record scope, requirements, responses, demonstrations and costs. Resolve mandatory requirements before scoring preferences. An unanswered requirement must remain unresolved, even when a vendor performs well elsewhere.

Resource: Version 1.0, September 14, 2026. The complete workbook is provided as editable, copy-ready tables in this article; no download or registration is required. Copy each worksheet into your preferred document or spreadsheet. Bracketed entries are fields to complete. The example is fictional. This is Assyro's procurement resource, not an official agency form, certification checklist or legal contract.

Worksheet 1: define the purchase

Complete these fields before issuing the same workbook to vendors. Keep this scope attached to every response so an attractive demonstration cannot silently change the purchase.

Comparison table with columns Field, Buyer entry
FieldBuyer entry
Accountable business owner[Name and role]
Intended deliverables[Exact document types and sections, including exclusions]
Source materials[Formats, volumes, versions, status and known quality issues]
Required output[Editable format, template revision and receiving workflow]
Users and access[Writers, scientific reviewers, administrators and external collaborators]
Operating environment[Required systems, integrations, locations and restrictions]
Retained responsibilities[Who selects sources, reviews facts, resolves interpretation and accepts output]
Evaluation packet[Approved nonconfidential or fictional inputs and expected checks]
Commercial comparison[Usage scenario, currency, contract term and required services]
Decision process[Owners for requirements, exceptions, security, quality and purchase approval]

Specify work at the level the vendor can demonstrate. “Draft defined CSR sections from approved tables and narrative sources” is more useful than “automate medical writing.” If authoring is the purchase, do not implicitly include publishing, gateway transmission or registration management without separate requirements.

Worksheet 2: requirements and evidence

These are proposed starting requirements. Your owners should confirm which are mandatory, revise the criteria for the intended use and add requirements missing from the table. They are not assertions that all organizations have identical regulatory obligations.

Comparison table with columns ID, Requirement, Evidence to request, Buyer classification
IDRequirementEvidence to requestBuyer classification
R01Produce the named document and sectionsDemonstration using the agreed inputs and actual output[Mandatory / preference / excluded with reason]
R02Identify authorized source versionsSource record and handling of a superseded file[Classification]
R03Make material statements verifiableReviewer follows a statement to supporting source context[Classification]
R04Surface missing or conflicting informationDeliberately incomplete and contradictory sample inputs[Classification]
R05Preserve required human review decisionsOpen comment, rejected interpretation and accepted revision[Classification]
R06Handle source changes after draftingAmended source and disposition of affected output[Classification]
R07Restrict access to the intended usersPermitted and prohibited access exercise, including export[Classification]
R08Explain data processing and retentionWritten data-flow, model-provider and retention scope reviewed by the buyer's responsible team[Classification]
R09Return usable content and evidenceActual export opened by the receiving user[Classification]
R10Disclose configuration and maintenanceSetup plan, template ownership, change notification and support responsibilities[Classification]
R11Support the buyer's intended-use assessmentRelevant documentation and agreed customer verification responsibilities[Classification]
R12Quote the complete operating arrangementItemized scope matching Worksheet 1, including mandatory services[Classification]

The rationale for investigating AI-specific risks is broader than this software category. NIST's July 2024 Generative AI Profile discusses risks and suggested management actions across the AI lifecycle. It is a voluntary, cross-sector resource; it does not make this workbook a regulatory standard or endorse a product. NIST AI 600-1.

Expand storage, processing and deletion questions with the AI medical-writing security checklist.

Worksheet 3: require a structured vendor response

Ask each vendor to repeat this record for every requirement. Keep its response separate from the buyer's disposition.

Comparison table with columns Response field, Vendor or buyer entry
Response fieldVendor or buyer entry
Requirement ID[R01–R12 or buyer-added ID]
Exact product and configuration[Product, edition, relevant version and dependencies]
Vendor position[Available as quoted / configuration required / service-delivered / roadmap / unavailable / unanswered]
Explanation and limitation[What is provided, what is excluded and who performs the work]
Evidence reference[Document, dated demonstration record or inspected output]
Additional cost or dependency[Quoted item or explicit unresolved amount]
Buyer observation[What the designated reviewer actually verified]
Buyer disposition[Pass / fail / unresolved / excluded with approved reason]
Next action[Action, owner and agreed due date, if unresolved]

“Available” is a vendor position, not an automatic pass. Roadmap items remain future scope. If a service team performs a task, evaluate that service and its handoff instead of recording the behavior as an intrinsic software feature.

Avoid combining several independently failing requirements in one response. A product may preserve comments but lose tracked deletions; those can require separate acceptance rows even if both started under R05.

Worksheet 4: score preferences after the gates

First check mandatory requirements. A failed mandatory requirement means the proposed arrangement is unsuitable for that requirement. An unresolved mandatory requirement means the selection decision remains open. Neither can be offset by the preference score.

For candidates whose mandatory requirements pass, the following optional weights provide a starting point. Agree them before comparing responses. These are editorial choices, not validated predictors of business outcomes.

Comparison table with columns Preference dimension, Illustrative weight
Preference dimensionIllustrative weight
Writer and reviewer usability30
Fit with the existing operating workflow25
Setup and ongoing administration effort20
Commercial predictability15
Support and training fit10

Use a 0–4 evidence-based rating: 0 does not meet the stated preference; 1 has substantial limitations; 2 meets it with material manual work; 3 meets it with manageable limitations; 4 meets the agreed preference with no material limitation observed in the evaluation. This scale concerns the tested scope, not perfection or universal capability.

For a completed scorecard, each contribution equals weight × rating ÷ 4. The weights total 100, so contributions sum to a score out of 100. Do not calculate a final score when a required rating or its evidence is missing. Keep the denominator unchanged while the question is unresolved; dropping an unanswered dimension would make incomplete evidence look stronger.

Completed example: a high score cannot close an evidence gap

Fictional Candidate A receives ratings of 3, 4, 2, 3 and 4 in the order above. Its contributions are 22.5, 25, 10, 11.25 and 10, totaling 78.75/100.

However, the buyer marked R04 mandatory and the vendor has not shown how conflicting sources are handled. The recorded decision is unresolved mandatory requirement; preference score does not authorize selection. It is not a passing result.

Comparison table with columns Example record, Completed value
Example recordCompleted value
RequirementR04: surface conflicting source information
Vendor positionAvailable as quoted
Evidence receivedGeneral product description only
Buyer observationNo contradictory-source exercise observed
DispositionUnresolved
Next actionVendor demonstrates the agreed conflict case; writing lead reviews the result before selection

If the exercise later passes, retain the evidence and change that requirement's disposition. If it fails, record the specific behavior and requested correction. Do not retrospectively relabel a mandatory requirement as optional simply to preserve a favored candidate's score.

Worksheet 5: normalize the commercial response

Request an amount or an explicit unresolved entry for each relevant item. Record currency and term with every quote. Optional items should remain identifiable.

Comparison table with columns Cost or responsibility, Required response
Cost or responsibilityRequired response
License and usage[Units, included allowance, minimum commitment and overage basis]
Configuration and templates[Included work, custom work and acceptance deliverable]
Data preparation or migration[Vendor work, buyer work and exclusions]
Integrations[Included connectors, custom development and maintenance]
Training and support[Entitlements, response arrangements and additional services]
Ongoing operation[Administration, review and quality responsibilities retained by buyer]
Exit and handback[Content and evidence export, assistance, cost and timing]

An unquoted mandatory item is not zero. Compare the same workload and contract term before interpreting differences in price. Keep any estimated internal effort clearly separate from a supplier's actual quote.

Use the workbook in a controlled evaluation

Confirm the scope, classifications and weights with the responsible stakeholders. Send the same version to each candidate. Collect responses, then choose a small demonstration that tests the most consequential unresolved requirements. Retain the output and the reviewer's observation with the relevant row.

Before deciding, check that exclusions have owners and reasons, mandatory requirements have evidence, arithmetic reconciles, and the commercial response covers the demonstrated configuration. Include both a straightforward success case and a deliberate missing-input or conflict case. The latter often clarifies responsibilities that a polished demonstration leaves implicit.

Assyro is our first candidate to evaluate for connected regulatory authoring and preparation, subject to these same requirements. Bring your completed scope worksheet to an Assyro discussion. Use the resulting evidence record to decide the specific configuration and operating arrangement your team can accept.

Use the AI writing qualification guide when translating the demonstration record into permission for a defined production use.

About the author

Assyro Team

Expert regulatory operations consultants helping pharmaceutical companies navigate complex compliance challenges.

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