Privacy & Student Data

• • We do not sell student data, and we never will.
• • We do not use student data for advertising or to build advertising profiles.
• • We do not use student data to train, fine-tune, or otherwise develop AI models — ours or anyone else's.
• • Our AI provider is contractually prohibited from using data submitted through Veridian to train or improve its models.
• • Student data belongs to the educator and, where applicable, the school. We process it only to provide Veridian to them.
• • Product improvement, analytics, and quality work are performed on de-identified or aggregated data, not on identifiable student information.

Veridian is intended for educators, tutors, homeschool parents, microschool guides, and other adults who create or manage learning materials. Veridian is not intended for direct use by children or students, and accounts may only be created by adults age 18 or older.

Educators are responsible for confirming they have the authority to enter classroom, student, curriculum, and instructional information into Veridian, including any consent or authorization required by their school, organization, or applicable law.

Account and billing

• • Account information, such as name, email address, authentication details, access status, and account settings.
• • Billing and subscription information if you purchase a paid plan. Payment card details are handled by our payment processor and are not stored by Veridian.

Classroom and student information

• • Classroom information provided by educators, such as class names, grade levels, subjects, and teaching context.
• • Student roster information entered or imported by educators, limited to full name, display name, active status, and teacher-written learner context.
• • Instructional observations derived from teacher inputs, stored against an internal student identifier rather than a student name.

Instructional content

• • Teacher notes, class context, instructional reflections, materials feedback, and memory signals created from those inputs.
• • Chat messages, prompts, assistant responses, conversation history, edit requests, retry or cancel actions, and feedback submitted through Veridian.
• • Curriculum documents, standards, pacing guides, course outlines, and instructional materials uploaded or pasted into Veridian.
• • Text extracted from sources attached in chat, along with summaries, chunks, embeddings, file names, file types, file sizes, hashes, preparation status, and source-usage records. For these sources, Veridian extracts and stores the text and does not retain the original file.
• • Files you attach to finalized materials in your Library, such as PDF, Word, PowerPoint, and image files. These are stored as complete files in encrypted storage, along with their file name, type, and size, so you can download them later or include them in exports.
• • Materials, assessments, worksheets, rubrics, exports, and other instructional artifacts created or edited in Veridian.

Operational records

• • Usage, device, log, and diagnostic information needed to operate, secure, and troubleshoot the service.
• • Support, feedback, safety, billing, and diagnostic records, which may include account identifiers, workflow information, model usage, token usage, cost estimates, latency, errors, and source metadata.
• • Messages submitted through our public contact form, including the name, email address, and message you provide.

We use information to provide Veridian to you, including to:

• • Create, edit, organize, retrieve, and export instructional materials.
• • Use teacher-provided context to support planning and classroom-aware recommendations.
• • Generate summaries, instructional observations, and memory signals that help future planning.
• • Maintain accounts, authentication, access control, security, billing, and support.
• • Detect, investigate, and prevent abuse, security incidents, and service failures.

We separate providing the service from improving it. Work to improve Veridian's quality, performance, routing accuracy, and reliability is performed using de-identified or aggregated information, operational telemetry, and content that does not identify a student. We do not use identifiable student information for product development or model improvement.

Student information is used only to help educators organize classrooms, plan instruction, and review instructional context on behalf of the educator or school that entered it.

Veridian stores instructional observations against an internal student identifier rather than embedding student names in memory records or summaries. This limits how widely names appear across the system, but it does not make those records anonymous: because the roster links an identifier to a name, we treat memory records, summaries, and embeddings derived from student information as student data subject to every protection described in this policy.

Student profiles and memory signals support planning and reflection. They are not permanent labels, diagnoses, evaluations, or determinations about a student, and Veridian is not used to make grading, discipline, placement, eligibility, or disability determinations.

To make Veridian useful over time, we create and store summaries, memory signals, hashes, vector embeddings, retrieval indexes, source excerpts, and other internal representations derived from content entered into Veridian. This may include teacher notes, chat messages, materials feedback, uploaded or pasted files, curriculum materials, classroom context, and student context.

These representations are used only to provide Veridian features such as classroom continuity, retrieval, source-aware chat, deduplication, memory, and service reliability. Where they are derived from student information, they are treated as student data: they are not sold, not used for advertising, not used to train AI models, and they are deleted when the underlying record is deleted.

Veridian uses AI to generate materials, summaries, recommendations, embeddings, and learning signals from educator-provided information. To do this, relevant prompts, files, materials content, student context, class context, and feedback are sent to our AI provider for processing and returned to Veridian.

Student context sent for processing may include a student's display name or name where that name appears in the classroom context an educator has entered. We use paid, enterprise-tier AI services under a data processing agreement. Under those terms, our AI provider does not use prompts or responses submitted through Veridian to train or improve its models, and does not use them for any purpose other than returning a result to Veridian.

AI output may be incomplete, inaccurate, or inappropriate for a particular learner. Educators are responsible for reviewing AI-generated content before using it with students, families, or colleagues.

Veridian uses the following providers to operate the platform. Each processes information only as needed to provide its service to Veridian, under contractual confidentiality and data protection obligations.

We will update this list before adding a new subprocessor that processes student data, and schools with a signed agreement will receive advance notice of changes as provided in that agreement.

We use administrative, technical, and organizational safeguards designed to protect information in Veridian, including:

• • Encryption of data in transit using TLS, and encryption of stored data at rest by our database and hosting providers.
• • Row-level security policies enforced at the database layer, so that educators can access only the classrooms, rosters, and materials belonging to their own account.
• • Authentication through a dedicated authentication domain, with account access gated by an approval process.
• • Least-privilege handling of administrative credentials, with elevated database access restricted to server-side operations.
• • Files attached to materials are held in private storage, scoped to the account and classroom that uploaded them, and are retrieved only through an authenticated session. They are not published at public links.
• • Logging and monitoring of errors and service activity for security and reliability purposes.

No online service can guarantee perfect security. Users should protect their account credentials, use Veridian only on trusted devices, and avoid entering information that is not needed for instructional planning.

If we determine that student information in Veridian has been subject to unauthorized access, disclosure, or acquisition, we will notify affected educators and, where applicable, the affected school or organization without unreasonable delay and no later than seventy-two hours after we confirm the incident, unless a longer period is required by law enforcement.

Our notice will describe, to the extent known, what happened, what categories of information were involved, what we have done in response, and what steps affected parties should take. Where a school agreement specifies a shorter notification period or additional requirements, that agreement controls.

We retain information for as long as an account is active and the information remains useful for the instructional purpose it was entered for.

• • Educators can delete individual students, classrooms, materials, curriculum, and other instructional data from within Veridian. Deleting a student removes that student's roster record along with the memory records, summaries, and embeddings associated with that student.
• • Files attached to materials can be deleted individually, which removes both the stored file and its record. Files are also removed when the materials, classroom, or account they belong to are deleted.
• • Marking a student inactive is a visibility control, not a deletion. Inactive students are excluded from future planning context but their records remain until deleted.
• • You can request deletion of your entire account and all associated classroom and student data by contacting us. We will complete the deletion within thirty days of confirming the request.
• • Deleted information may persist in encrypted backups and security logs for up to thirty days before it is overwritten in the ordinary course of our backup rotation.
• • Where a school or organization has a signed agreement with Veridian, we will delete or return covered student data on that school's request and at the end of the agreement, as specified in that agreement.

We may retain limited account, billing, security, or legal records after deletion where needed to comply with legal obligations, resolve disputes, prevent abuse, and enforce our terms. Those records do not include student rosters, student context, or student memory records.

Veridian is used both by educators working within a school or organization and by homeschool parents, independent tutors, and microschool guides working on their own. Who controls the data differs between the two, so the sections below apply differently depending on which describes you.

School-based educators. Where you enter information about students enrolled in a school, that information is generally an education record belonging to the school, and we handle it on the school's behalf and under its direction. Your school's own policies apply to what you enter, and your school may require a signed agreement with Veridian before you use it. Requests for access, correction, or deletion from parents or guardians run through the school.

Homeschool parents and independent educators. Where you are teaching your own children, or working independently with families who have engaged you directly, you control the information in your account. There is no school intermediary, no separate agreement is required, and you can view, edit, export, and delete everything you have entered at any time from within Veridian. Requests to delete your account and all of its data can be sent to us directly.

Educators can view, edit, and delete the student information in their own classrooms directly within Veridian.

Homeschool parents and independent educators control their own data directly and do not need to go through anyone to reach it.

Where student records are education records held on behalf of a school, rights of access and correction run through that school. If a school receives a request from a parent, eligible student, or guardian relating to information stored in Veridian, we will support the school in locating, correcting, exporting, or deleting that information, and will respond to such a request within thirty days. Parents and guardians should direct requests to their school or the educator who entered the information.

When Veridian is used in a school or educational organization, the school or educator is responsible for determining whether Veridian is appropriate for their setting and for obtaining any necessary permissions. Veridian is intended for school-authorized or educator-directed educational purposes, and not for advertising, commercial profiling, or any purpose unrelated to instruction.

Where Veridian handles student education records on behalf of a school, we act under the school's direction and control, use that information only for the purposes the school has authorized, and do not redisclose it except to the subprocessors listed above or as the school directs. We do not use that information for our own purposes.

If a school, district, or organization requires a separate data processing agreement, student data privacy agreement, or similar written agreement, that agreement must be completed before Veridian is used in that setting, and its terms control over this policy where they conflict.

Veridian is built to use the classroom context an educator provides. Many educators record how a student learns best — the pacing, grouping, supports, and presentation choices that help — so that generated materials reflect it. Making instruction more accessible and better tailored to individual learners is the intended use of student context, not an edge case.

That information is protected accordingly. Teacher-written student context, and anything derived from it, is never sold, never used for advertising, never used to train or improve AI models, and is deleted along with the student record when a student is deleted. It is used only to generate materials for the educator who entered it.

Describe supports in your own words rather than uploading or pasting formal records. A sentence such as "benefits from written instructions alongside verbal ones" is more useful to Veridian than an uploaded evaluation report, and it keeps formal documentation — evaluations, medical records, disciplinary records, and disability determinations — in the systems built to hold them. Enter what helps you plan, and nothing beyond that.

Veridian allows educators to export or download instructional materials, including lesson plans, assessments, rubrics, answer keys, scoring information, and any classroom context included in the material.

Once a user downloads, shares, or imports content into another service, such as a document editor, cloud drive, school system, or learning management system, that copy leaves Veridian's control and is governed by the user's institution and the third-party service's own terms and privacy practices.

Veridian does not knowingly collect information directly from children. Student roster information is entered by adult educators on behalf of their classroom. Where a school authorizes an educator to enter information about students under 13, we process that information solely to provide the educational service the school has requested, and never for advertising, profiling, or any commercial purpose.

We may update this Privacy Policy as Veridian develops, including as features, providers, or laws change. If we make material changes affecting how student information is handled, we will update the date above and provide notice to account holders and to schools with a signed agreement before the change takes effect.

Questions about Veridian, privacy, student data, account access, subprocessors, or deletion requests can be sent to veridiangrove.support@gmail.com. Schools requesting a data processing agreement or student data privacy agreement can use the same address.