Admissions Systems
Multi-stakeholder institutional decisions where academic mission, student outcomes, and financial sustainability converge.
This interactive experience is the shipped product itself — the same application code customers run in production, mounted read-only in your browser over a real sample journey. Not a video, not a mockup: because the demo and the product are one codebase, it can never drift from the real thing.
Inside this journey
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Admissions Outcome Discovery
Align on target admissions outcomes, current application processing constraints, reviewer capacity, and measurable success signals.
Discovery Questions
How your admissions cycle really runs
- How many distinct application cycles or program cohorts do you actively manage each year?
- Walk me through a typical application's journey in your current setup, from initial submission to final decision.
- On average, during peak review periods how long does a full review take from intake to decision?
- Which artifacts or tools does your team use to track an application's status today?
- Who on your team is responsible for day-to-day intake triage and chasing missing materials?
- What single processing failure in your current rhythm, if it recurred next term, would force you to change how you run admissions?
Where the pipeline chokes and why it matters
- If your application pipeline had one chokepoint that created almost all delays, which stage would it be and why?
- Which stage today creates the biggest bottleneck: intake, document collection, reader scoring, committee routing, or decision notification?
- Tell me about the last peak period where backlogs formed: how long did they last and what temporary fixes did you apply?
- How many total reviewer hours per week are required at your busiest point compared with off-peak periods?
- Describe the downstream consequences when an application stalls, for example on yield, compliance, or staff overtime.
- If one of these failure modes repeated next cycle—missing documents, reviewer shortage, integration lag, or committee delay—which would force you to change admissions targets or pause a major intake?
Who breaks first when volumes spike
- Who becomes most overloaded during peak reading windows, and what core tasks break down for them?
- List the top three reviewer tasks that consume most of their time, for example essay scoring, document verification, or data entry.
- Describe how you currently calibrate reader scoring rubrics and how often you reassess inter-reader agreement.
- On average, what percentage of applications receive a second-reader review or committee escalation?
- Should reader inconsistency produce a 3 percentage point drop in yield, which approach would you prioritize to fix it: technology, retraining, or process redesign?
- Who on your leadership team would need to sign off to reallocate reviewer capacity during a busy cycle?
Which applicant touchpoints are costing you admits
- Point to a specific applicant experience failure in the last cycle that you believe directly cost you admits, and briefly describe it.
- How quickly do applicants typically receive confirmation of received documents and missing-item prompts after submission?
- Tell me about a recent applicant who disengaged because of confusion or delay—what happened and when did you lose them?
- Select the communication channels you use and indicate which get the fastest applicant response.
- Would automating missing-document nudges to applicants fit inside your current compliance and privacy rules?
- Name the stakeholders whose buy-in would be required if reducing time-to-decision by two weeks demonstrably cut yield losses.
Can your systems actually connect
- Point out the integration endpoints that, if unavailable, would halt deployment before work begins.
- Do you have documented APIs or scheduled file exports available for your SIS and application intake systems?
- Identify the team or role that owns those endpoints and can approve access and credentials on a deployment timeline.
- Provide the headcount or percentage of FTEs your IT or vendor team can dedicate to integrations during the initial deployment window.
- Select which constraints exist today: locked-down APIs, delayed approvals, required legal review, limited network access, or staffing limits.
- Assuming your IT team can only support one integration immediately, which integration would you insist be first to avoid jeopardizing go-live?
Migration, data ownership, and compliance gates
- Imagine data quality problems appeared during migration, what outcome would force you to pause the project?
- List the applicant fields you expect to export for migration, note typical completeness, and indicate where records currently reside.
- Are there regulatory approvals, data-sharing agreements, or institutional policies that must sign off before any applicant data leaves your systems?
- Provide the audit logs and retention policies we must honor to meet your data governance and compliance needs.
- How long do internal approvals for data sharing and migration usually take, and which roles must sign?
- What single legal or compliance item, if not resolved, would stop your leadership from approving migration?
The other options you're seriously weighing
- Name any vendors, the incumbent system, or internal strategies you are seriously considering instead of an outside admissions platform.
- Identify what would have to be true about your current approach for you to remain with it rather than change vendors.
- Is there an internal proposal to build this functionality in-house, and if so who is leading that effort?
- Choose which reasons most influence your preference for each alternative: lower cost, easier integration, internal control, faster timeline, or staff preference.
- Would you consider staying with the incumbent if they provided a credible roadmap that resolved two of your top three issues within six months?
- What budget or procurement constraints among the alternatives could immediately rule a vendor in or out?
What would make this decision signable right away
- When a pilot proves the numbers, what would still block you from signing the contract that week?
- Please indicate the measurable success signals you will require from a pilot to greenlight full deployment, for example time-to-decision reduction, reviewer throughput, data accuracy, or applicant response rates.
- On a scale of priority, which of these signals matters most for contracting: time-to-decision, yield impact, reviewer capacity, integration reliability, or audit/compliance readiness?
- Estimate the shortest realistic pilot duration you would accept to validate success signals, and the longest you would tolerate before losing momentum.
- Confirm which roles must receive pilot results and provide final approval, for example Admissions director, CIO, Registrar, or CFO.
- By when are you targeting a decision on a pilot and potential contract signing, and what deadline, if any, would accelerate that timeline?
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Solution Experience
Walk through how the platform manages intake, document collection, reader scoring, committee workflows, and applicant communications using the buyer's real scenarios.
Solution Experience
- Solution Experience Session
- Confirm the current state and its cost
- You confirm the demonstrated intake flow prevents incomplete applications from reaching reviewers.
- Provide a mapped walkthrough of two anonymized applicant records through intake, scoring, and committee routing for the follow-up POC run.
- You confirm the reader scoring and committee workflows produce consistent evaluations and reduce reviewer bottlenecks.
- Walk through intake and document collection with your scenario
- Provide two representative applicant scenarios and one week of sample application records that show typical incomplete-document patterns.
- Share SIS integration endpoint details and sample field mappings required for the POC.
- You confirm the applicant communications flow provides timely status to applicants and will reduce yield loss due to delayed decisions.
- Walk through reader scoring and committee workflows with your scenario
- Deliver a draft reader scoring rubric tailored to the identified programs prior to the POC.
- You agree the POC scope, success metrics, and the technical evidence required to validate reduced time-to-decision.
- Walk through applicant communications and status updates
- Validation checkpoint, confirm this maps to your needs
- Confirm the POC timeline and nominate technical and operational owners for the trial.
- Agree POC scope, success metrics, and next evidence
- Solution Experience Session
- Solution Experience Deck
- Solution Experience Brief
- meeting
- slides
- document
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Solution Scope
Define included modules, responsibilities, integrations (SIS/common-app endpoints), migration boundaries, training, and measurable acceptance criteria.
Scope Configuration
- Configure application form and submission workflow
- Deploy document intake and validation rules
- Migrate legacy applicant records and documents
- Integrate common application platform feeds
- Integrate with student information system (SIS)
- Configure reader scoring workflows and rubrics
- Provision committee review workflows and boards
- Configure decision notification and offer letters
- Set role-based permissions and user provisioning
- Deliver reader training and onboarding sessions
- Enable analytics dashboards and processing reports
- Run parallel processing cutover and reconciliation
Scope Questions
Configure application form and submission workflow
- Which applicant types and program codes must be represented on your intake form (for example undergraduate domestic, international, transfer, graduate program codes)?
- How many distinct required form fields include file uploads (for example official transcript PDF, letter of recommendation, portfolio file)?
- Who in your office will own content edits to the application form and approve changes during deployment?
- What submission deadlines and cycle windows must the workflow enforce (give example dates or named cycles such as early decision and regular decision)?
- When should automated reminders trigger for incomplete submissions and which documents should they mention by name (for example "transcript", "test score")?
- Are there accessibility or multilingual requirements for the form (for example WCAG AA compliance, Spanish-language version)?
Deploy document intake and validation rules
- Which document types must be validated on intake (for example transcript PDF, school report, letters of recommendation, English proficiency certificate)?
- How should the platform validate uploaded transcripts (for example file type check, required pages present, OCR extraction of school name and date)?
- Who will review and resolve intake validation exceptions (name or role and contact)?
- What automated rules must block submission versus flag for manual review (for example missing official transcript blocks complete application)?
- Identify any security or retention rules for applicant documents (for example retain PDFs for 7 years, restrict download to specific roles).
- Which verification integrations will you require during intake (for example third-party transcript verification endpoint or identity verification)?
Migrate legacy applicant records and documents
- How many legacy applicant records and associated documents must be migrated into the platform (provide a numeric estimate or range)?
- Which legacy document formats and storage locations are in scope for migration (for example on-prem file share with transcript PDFs, legacy admissions database exports)?
- What mapping between legacy fields and platform fields is required for key attributes (for example legacy_applicant_id -> applicant ID, legacy_program_code -> program code)?
- How will you validate migration completeness and record fidelity (for example record count reconciliation, random sample of 200 migrated records with transcripts)?
- What acceptance criteria will confirm migration is successful (state measurable thresholds such as percent of records migrated, zero missing official transcripts for admitted cohort)?
- Are there any data cleansing steps required before migration (for example deduplicate by birthdate and name, normalize program codes)?
Integrate common application platform feeds
- Which common application endpoint(s) must feed into the platform (for example the admissions feed that supplies applicant profile, essays, and attachments)?
- What frequency and throughput do you expect from the feed during peak submission windows (for example records per hour or batch hourly file)?
- Which applicant fields from the incoming feed must map into your platform landing fields (for example applicant ID, program code, reported GPA, citizenship)?
- What error-handling behavior do you require when the feed returns malformed records (for example quarantine and notify team X, retry automatically)?
- What acceptance criteria will validate the integration with the common application endpoint (for example successful ingest of N sample records, API error rate below X%)?
- Who is the technical contact at your institution for providing API credentials and endpoint details for the feed?
Integrate with student information system (SIS)
- Which SIS data flows are required at go-live (for example push admitted student records, pull program codes and term data)?
- How will you match applicant records to SIS student records (for example by applicant ID, email, or institutional ID mapping)?
- Which SIS endpoints or export formats will you provide (for example SFTP CSV export, REST API endpoints for student creation)?
- What data accuracy threshold do you require for SIS synchronization (for example 99% of admitted records match on student ID without manual correction)?
- Who will approve the list of fields sent to the SIS and who will sign off on data governance for transfers to the SIS?
- Are there blackout windows or peak SIS processing windows we must avoid when scheduling integration jobs (for example term rollover weekend)?
Configure reader scoring workflows and rubrics
- Which scoring rubric elements must be captured by readers (for example academic readiness 1-5, extracurricular strength 1-5, complete recommendation)?
- How many reader roles and lanes should be configured (for example initial readers, senior readers, international reader queue)?
- What routing rules should the system use to assign readers (for example program code, language of application, workload balancing by unread count)?
- What acceptance criteria will define correct rubric implementation and reader adoption (for example inter-rater agreement above a stated threshold on a sample of 200 applications)?
- Which validation or edit checks should the scoring interface enforce (for example required numeric score for each rubric element, prevent submit with missing overall recommendation)?
- Who will lead rubric definition and who will approve score sheet changes during deployment?
Provision committee review workflows and boards
- Which decision committees and boards must be provisioned (for example honor college committee, graduate admissions committee, scholarship review board)?
- How should committee agendas and packet materials be assembled (for example auto-compile top 50 files per agenda by program and reviewer scores)?
- What voting and approval rules should a committee follow (for example majority vote, chair override, two-reader minimum)?
- Which audit trail and meeting minutes retention rules must be applied to committee decisions?
- Who will be the named owners for committee board configuration and who will approve final membership lists?
- When do committee workflows need to support offline packet review and what format should those packets be (PDF export, printed packet)?
Configure decision notification and offer letters
- Which decision types and templates do you need (for example admit with scholarship, waitlist, deny, conditional admit) and how many unique templates?
- What personalization tokens must be supported in offer letters (for example program name, scholarship amount, enrollment deposit deadline)?
- How should notification channels be prioritized (for example push to portal, email first, then SMS for critical admits)?
- Which data points must reconcile on the offer letter with SIS records (for example program code, start term, scholarship amount)?
- Who must sign off on the final templates and what approval workflow will you use for legal and registrar review?
- Are there regulatory or audit requirements for storing issued offers (for example retention period, exportable audit trail)?
Set role-based permissions and user provisioning
- Which user roles are required at launch and how many users per role (for example reader 25, committee chair 5, operations admin 3)?
- How should access to sensitive documents be restricted by role (for example restrict download of social security documentation to registrar only)?
- Which identity provider or single sign-on method will you use for provisioning (for example SAML2 SSO, LDAP, manual user creation)?
- What SLA do you require for user provisioning requests during peak review periods (for example provision within 4 hours)?
- Who owns user lifecycle tasks such as deprovisioning and role changes and what is their contact?
- Are there any privileged roles that must have multi-factor authentication enforced?
Deliver reader training and onboarding sessions
- Which reader audiences need training (for example initial readers, senior readers, external reviewers) and approximately how many attendees per audience?
- What delivery formats do you prefer for training (for example live workshops, recorded videos, train-the-trainer)?
- What learning objectives must be achieved to consider reader onboarding complete (for example complete rubric training, pass sample calibration with 80% agreement)?
- How will you measure ongoing reader accuracy after go-live (for example periodic calibration sets, monthly inter-rater reports)?
- Who will schedule training sessions and who will be the subject-matter contact for content changes?
- When do you prefer training to occur relative to cutover (for example two weeks prior, concurrent parallel processing)?
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Mutual Commit
Finalize commercial and legal terms, confirm data governance and migration obligations, and lock go/no-go and acceptance conditions.
Agreement Modules
- Subscription Agreement
- Order Form
- Master Services Agreement (MSA)
- Statement of Work (SOW)
- Data Processing Agreement (DPA)
- Acceptance & Go/No-Go Certificate
- Migration and Cutover Plan
- Security & Compliance Addendum
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Deployment
Lock readiness facts and configuration values before execution begins.
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Pre-Deployment Readiness
Capture concrete readiness facts — environments, data sources, integration endpoints, named owners, and go-live windows required before work begins.
Pre-Deployment Questions
Environment and access
- Which environments will the deployment integrate with? (select all that apply — tells us how many endpoints we must validate)
- Is production environment access provisioned and ready for vendor integration testing? (select one — we need this to schedule end-to-end tests)
- Are the required integration endpoints reachable from the platform's integration environment (SIS, common-app endpoints, payment gateway), or do they require firewall/allowlist or third-party coordination? (select one)
Data and configuration
- Which applicant data sets must be migrated or imported before cutover? (select all that apply — this determines migration scope)
- Has the buyer identified the authoritative source system for each dataset listed above? (select one — identifies who signs migration deliverables)
- Has the field-mapping and transformation approach been decided (who owns mapping and whether templates will be used)? (select one — mapping ownership determines who completes DeploymentConfig)
People and ownership
- Named owner for integrations (person and role) who can approve endpoint tests and coordinate firewall/IT requests: (please provide name and role)
- Named owner for data migration (person and role) responsible for record validation and migration sign-off: (please provide name and role)
- Named decision owner for go/no-go and final acceptance (executive sponsor or program owner): (please provide name and role)
Timing and constraints
- What is the preferred go-live window type? (select one — we will use this to propose specific cutover dates)
- Are there deployment blackout periods or peak review dates when cutover or heavy testing is prohibited? (select one — if yes, we will request exact dates in follow-up)
- Are there mandatory approvals or compliance gates required before moving data or enabling production integrations? (select all that apply)
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Configuration Details
Lock exact configuration values the deployment team will use — API credentials, field mappings, reader scoring rubrics, committee routing rules, and cutover plans.
Configuration Details
Environments & Endpoints
- Production instance name (enter the exact instance/subdomain the deployment will configure in production; example: 'prod.yourschool.edu')
- Production API base URL (format: https://your-instance.example.edu/api — enter the exact base URL the platform will call in production; consumed by connector configuration)
Integrations & Authentication
- SIS integration endpoint URL or SFTP host (format: https://... or sftp://... — enter the exact endpoint the platform will connect to for SIS imports; used by the SIS connector)
- SIS integration non-secret identifier (enter the service account username or client_id the deployment will reference; DO NOT paste passwords or secrets)
- Credential handoff method for secrets (select how your secrets will be delivered to the deployment process; the deployment build will NOT accept secrets in this sheet)
- Credential owner contact email (enter the exact email of the person responsible for providing secrets via the chosen method; format: [email protected])
Mappings, Scoring, Routing & Cutover
- Modules/features to enable (select all modules the deployment should enable for this instance; these drive enabled workflows and schema)
- Field mapping file name or mapping ID (enter the exact file name, storage path, or mapping ID the deployment should load; enter 'MANUAL' if mappings will be created during build)
- Primary reader scoring rubric ID or name to load (enter exact rubric identifier the deployment should import; if none, enter 'DEFAULT')
- Committee routing rule mode (select the routing algorithm the deployment will configure for committee assignments)
- Production cutover date (format: YYYY-MM-DD — this is the target production go-live date the cutover plan will be built to)
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Deployment Execution
Execute data import, integrations, reader training, parallel processing, and cutover with clear owners, milestones, and rollback plans.
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Success
Track outcomes against agreed success signals, run recurring adoption reviews, and manage issues and enhancement requests in a shared channel.
Success Reviews
- Go-live Health Check (weeks 1-4)
- First Outcome Measurement (weeks 4-10)
- Acceptance Gate Review (around day 90)
- Quarterly Adoption and Outcomes Review (ongoing)
Issues & Enhancements
- Close or escalate any operational tickets older than the agreed SLA and record the resolution status.
- Restate acceptance criteria and numeric targets
- Produce a documented acceptance decision, with pass/fail recorded per acceptance criterion listed in Solution Scope.
- Confirm the legacy system decommissioning or retention plan and ensure no operational fallback remains active.
- Agree remediation and retest dates for any failed criteria so the loop is closed with clear next steps.
- Publish the acceptance decision document and attach the evidence pack used for the decision.
- If any criteria failed, log remediation tasks with target retest dates and resolution acceptance criteria.
- Execute the legacy system wind-down plan or confirm read-only retention and archive completion, then publish the status.
- Trend review against Solution Scope targets
- Confirm whether outcome trends for average time-to-decision and inter-reader score variance are meeting the trajectory required by Solution Scope targets.
- Clear the backlog of persistent operational issues or move them into a defined remediation plan with dates.
- Agree the prioritized enhancement list for the next quarter and the expected delivery window for each item.
- Publish the quarter's outcome dashboard with underlying data and calculations for the named metrics.
- Move prioritized enhancement requests into the delivery backlog and publish estimated delivery dates in the shared channel.
- Reconfirm committed success criteria and owners
- Confirm there are no unresolved critical deployment defects that prevent reviewers or applicants from completing core tasks.
- Agree remediation plan and target close dates for all high-severity issues.
- Confirm who owns each success criterion recorded in Solution Scope for measurement and reporting.
- Produce and circulate a deployment validation checklist showing migration status, integration endpoints health, and environment readiness.
- Log all high-severity issues in the shared issue channel with target resolution dates.
- Enable reviewer and admin audit logging for the next 30 days to support the upcoming measurement meeting.
- Present first data against named metrics
- Establish whether average time-to-decision and reviewer throughput are moving toward the targets recorded in Solution Scope, or require remediation.
- Document the top 3 root causes for any metric gaps and agree corrective actions with target completion dates.
- Confirm the data window and evidence set that will be used at the Acceptance Gate Review.
- Deliver a metric evidence pack with raw data extracts and calculation notes for average time-to-decision, reviewer throughput, and incomplete application resolution rate.
- Implement agreed configuration or process changes and report completion in the shared issue channel before the acceptance gate.
- Schedule any required targeted reviewer training sessions and publish attendance records to support adoption claims.
- Deployment and migration validation
- Adoption and proficiency check
- Root cause diagnosis for any gaps
- Present outcome data against each criterion
- Agree specific corrective actions and dates
- Document pass or fail and record acceptance decision
- Persistent issues and open tickets
- Early adoption signals and usage patterns
- Confirm timeline to the acceptance gate
- Blockers and open issues
- Incumbent system wind-down confirmation
- Enhancement request prioritization
- Agree remediation items for any failed criteria
- Immediate remediation actions