Product Data Management
Platform decisions with deep integration complexity, organizational change, and long-term data stakes.
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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Engineering Discovery
Align on current CAD workflows, recent failure modes, stakeholders, and measurable success criteria (searchability, check-in/check-out reliability, and performance).
Discovery Questions
Quick team snapshot and priorities
- How many people on your engineering team regularly create or edit CAD files?
- Which CAD discipline accounts for most of your daily work, mechanical, electrical, sheet-metal, large assemblies, or a mix?
- On a typical workday, how often does an engineer open or save files larger than 100 MB?
- Identify the formal owner of CAD data and revision decisions in your organization, role or title please.
- If your engineering director could name one measurable result that would define success for this project, what would it be?
Where the day-to-day breaks into downtime
- Tell me about the last time an overwritten file or wrong revision reached manufacturing, what happened and who noticed it first?
- In the past 12 months, how many incidents like that have occurred?
- When recovery is required, how long does it typically take to locate the correct revision and resume work?
- Estimate the typical downstream cost when a wrong revision is used, for example rework hours, scrapped parts, or delayed shipment.
- Name the role that is held accountable for preventing these failures, or indicate if responsibility is shared.
- If one unresolved CAD revision risk could stop this project immediately, which risk would that be?
Alternatives on the table — what you are comparing
- List the solution categories you are actively evaluating or have used before for CAD revision control and search.
- What conditions would have to be true about your current approach for you to keep it instead of switching to a new vault?
- Has anyone on your team proposed building an internal solution rather than buying one?
- Tell us the one demonstration your incumbent would need to show in a short pilot to keep you from switching this quarter.
- Which of the options you listed would require the least change to engineers' daily save/open workflow?
How engineers actually work — the real save-open-edit cycle
- Walk me step-by-step through an engineer's morning when they resume work on a 500+ part assembly, where do they look for files and what slows them?
- Select the locations engineers commonly use for active CAD work today.
- Give a rough percentage split for working from local copies versus opening files from a shared location.
- Describe any naming, folder, or low-friction conventions engineers rely on to find the 'latest' model.
- What's the maximum additional open/save time per operation your team would accept from a vault before pausing a pilot?
Search, reuse, and the cost of reinvention
- In the last month, tell me about an instance where an engineer recreated a part because they could not find an existing model — why did that happen?
- Select the search failures that cause the most rework and wasted hours.
- Approximately what portion of your parts library lacks usable metadata or an approved revision?
- Typically, is the task of finding prior designs handled by design engineers, CAD admins, or another role, and how long does the search take on average?
- Would exact search results that return assembly children and related drawings in one query eliminate most re-creations, and would you commit to a pilot this quarter to prove it?
Deployment and technical constraints we must surface now
- Describe the single access or dependency failure that would stop a migration before it begins.
- List the external systems that must be integrated during rollout and the internal owner for each (file servers, PLM, ERP, sync services).
- Identify whether a dedicated CAD admin or migration resource will be available during the deployment window.
- How clean is your historical CAD repository for automated migration — mostly clean, mixed, or mostly inconsistent?
- Are there legal, regulatory, or supplier agreements that restrict moving, indexing, or storing CAD files outside their current location?
- Identify the single unresolved constraint that would force you to halt the project.
Designing the hands-on evaluation that proves the value
- Assume a two-week hands-on evaluation, what are the top three must-pass tests or capabilities for you?
- Give a target sample size for the evaluation — number of assemblies, typical MB sizes, and average child counts we should include.
- List the participants from your side who should join the evaluation and the person who will make the final acceptance decision.
- List the performance and reliability metrics you will use to accept the evaluation, for example average open time, search hit rate, and check-in success.
- Identify the person with authority to sign a commercial commitment if the evaluation meets your metrics, and the expected approval timeline.
Adoption, training, and rollout ownership
- List the stakeholders whose buy-in is required for the vault to reach daily use, for example engineering leads, CAD admins, IT, or manufacturing.
- What training format and timeline would make engineers comfortable adopting a file-interception workflow within two weeks of go-live?
- List any maintenance windows, release freezes, or supplier delivery dates that would limit migration timing.
- Name who will own rollback decisions, post-deployment issue triage, and the escalation path for critical failures.
- On which earliest date could you begin production rollout if the pilot validates performance and projected rework savings?
Next steps and deal-critical decisions
- What would need to happen in the next 14 days to move from conversation to a signed pilot engagement?
- Name the budget holder who must approve the pilot and describe their typical approval cycle.
- Describe your target window for running the pilot and a separate target window for full production rollout.
- List any remaining roadblocks that could stop you from signing within a month even if the hands-on pilot shows the agreed metrics.
- Would you like the seller to prepare a two-week evaluation plan and a migration readiness checklist for your review?
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Workflow Experience
Walk through how a file-system-level vault preserves engineer workflows, prevents overwrites, and manages assemblies using the buyer's real scenarios.
Solution Experience
- Workflow Experience Walkthrough
- Confirm the current state and its cost to your team
- You confirm the demonstrated workflow eliminates the overwrites and wrong-revision deliveries you described in Discovery.
- Provide a representative set of assembly files and the top three scenarios where overwrites or wrong revisions occurred.
- Walk through your representative scenario end-to-end
- You confirm the measured open/save/check-in latency on your representative assembly meets your acceptable performance thresholds.
- Run the sample check-in/check-out and assembly revision test on the provided dataset and deliver timed results, screenshots, and any error logs before the follow-up meeting.
- Show assembly-level revision control with your assembly
- Define and confirm your acceptance thresholds for open/save latency and acceptable search response times.
- You agree on the acceptance criteria and the exact dataset to use for the Controlled Evaluation.
- Schedule the Controlled Evaluation window and name the engineering point of contact for the test window.
- Measure performance on a representative assembly
- Validate the demonstrated future state
- Agree remaining evidence and next steps before Controlled Evaluation
- Workflow Experience Walkthrough
- Workflow Experience Deck
- Workflow Experience Brief
- meeting
- slides
- document
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Solution Scope
Define modules, data migration boundaries, CAD integration points, performance targets, and responsibilities for migration and rollout.
Scope Configuration
- Install file-system interception agent
- Deploy CAD connectors for native tools
- Configure check-in/check-out workflows
- Implement automated revision control and history
- Import and migrate CAD files and drawings
- Reconcile assemblies, child parts, and drawing links
- Extract CAD metadata and build search index
- Configure search filters and reuse discovery
- Tune performance for target assembly sizes
- Configure role-based access and permissions
- Deploy backup, archival, and retention policies
- Train engineering team on daily vault workflows
Scope Questions
Install file-system interception agent
- Identify the network share paths (UNC or NAS) that currently hold canonical CAD files and should be intercepted
- Provide the operating systems and workstation types where the interception agent must run (examples: Windows 10 desktop, Windows Server file host)
- List the expected peak concurrent engineers who will access intercepted shares during design hours
- Do you permit installing an agent on engineer workstations, or must interception be limited to the file-server layer?
- Describe any existing endpoint controls that could block file interception (antivirus, application allowlists, disk encryption) and the owner of those controls
- Who will authorize agent installation and provide admin credentials for test installs?
Deploy CAD connectors for native tools
- Identify the primary desktop CAD application categories in your environment (select all that apply)
- Provide the deployment preference for connector integration inside CAD UI versus file-system-level connector behavior
- List the CAD file families and extensions that must be recognized by connectors (examples: part, assembly, drawing, neutral export)
- Do you use any custom CAD macros or company-specific APIs that the connector must preserve or call during check-in?
- Name the group who will install and validate the connector in pilot workstations
- Estimate the number of CAD workstations to include in the initial connector pilot
Configure check-in/check-out workflows
- Choose the check-out model you prefer for engineers working on parts and assemblies
- How many simultaneous editors on a single assembly do you typically see during peak design cycles?
- Indicate folder patterns that should auto-trigger check-in protection (examples: Downloads, Drafts, Engineering/Work-in-Progress)
- Specify the acceptance criteria that will validate check-in/check-out reliability during the evaluation (examples: zero overwrite incidents in 2 weeks, successful locked-open for N editors, conflict resolution time under X minutes)
- Select the metadata fields you require captured at check-in for audit and search
- Who will own final sign-off on check-in/check-out workflows at the end of the pilot?
Implement automated revision control and history
- Specify the revision schema your engineering team uses today for parts and drawings (examples: numeric, letter with release suffix, semantic)
- Select how assembly-level revisions should roll up to child parts and drawings
- Confirm whether you require preservation of full history with timestamps, user IDs, and file diffs for each revision
- Choose the preferred revision bump behavior on check-in
- Explain which compliance or audit reports must be generated from revision history (examples: revisions by part number, change reasons between dates)
- Select the owner responsible for approving automated revision rules and policy changes
Import and migrate CAD files and drawings
- Estimate the number of files and total storage size that must be migrated (provide ranges if exact counts are unknown)
- Specify the migration completeness threshold you require for go-live acceptance (examples: 95% files with intact links, 99% of released drawings)
- Identify the canonical source locations to scan during migration (examples: \\share\Engineering, \NAS\CADVault, user Downloads folders)
- Do legacy files require filename normalization or part-number reconciliation during migration?
- Select whether you require a dry-run migration and validation report before production cutover
- Indicate which categories of files should be excluded from migration (examples: personal backups, temporary files, external supplier packages)
Reconcile assemblies, child parts, and drawing links
- Describe how assemblies are currently organized (examples: single-folder BOM, folder-per-assembly, distributed parts across projects)
- Estimate the percentage of assemblies that currently have broken references or unresolved child links
- Indicate the naming convention used to map part numbers to filenames (examples: PN1234 in filename, freeform naming, folder-based numbering)
- Select the threshold assembly sizes that must be validated for correct child resolution during testing
- Who will resolve ambiguous link mappings discovered during reconciliation (engineering SMEs, CAD admin, IT, third-party consultant)?
- Provide examples of 3 assemblies (by folder path or part number) to use as canonical test cases for link reconciliation
Extract CAD metadata and build search index
- Select the CAD metadata fields required to be extracted into the index (examples: part number, material, mass, custom property tags)
- Do you require extraction of derived properties from CAD files (examples: bounding box, number of faces, center of mass)?
- Specify how often the index should refresh to capture new check-ins (real-time, hourly, nightly)
- List any custom property names or company-specific metadata fields that must be mapped into the search index (provide exact property keys)
- Indicate sample part numbers or drawing IDs to validate index extraction accuracy (up to 5 examples)
- Who will own ongoing metadata curation and index tuning after handover?
Configure search filters and reuse discovery
- Select the search facets that are most important for reuse discovery (examples: part number, revision, material, assembly usage)
- Do you require geometry-based similarity search in addition to metadata filters?
- Choose preferred reuse actions when a matching part is found (examples: copy-as-new, link-to-original, insert-as-child)
- Would you like alias or synonym mapping for common part names to improve search recall?
- Indicate which user groups should have saved searches, watchlists, or notification subscriptions for part reuse
- How will you measure reuse discovery success during evaluation (examples: reduced duplicate parts, hours saved per month)?
Tune performance for target assembly sizes
- List representative assembly sizes (part counts and referenced files) that should be used for performance testing (provide 2-3 examples)
- Specify the maximum open/save latency in seconds for a representative assembly that you will accept during the evaluation
- Estimate the number of concurrent engineers that may open the same large assembly during peak design sessions
- Indicate any site network constraints to consider for performance tests (examples: 100 Mbps site WAN, 50 ms round-trip latency)
- Choose whether desktop caching or selective sync for assemblies is required to meet performance targets
- Select the performance metrics you require captured in test reports (examples: first-open time, subsequent-open time, search latency)
Configure role-based access and permissions
- How many distinct user roles do you expect to define for the vault (examples: engineer, approver, manufacturing consumer, viewer)?
- Select which operations should be restricted by role (examples: check-in, delete, change revision, export)
- Do you require integration with an existing identity provider for single sign-on (examples: Active Directory, LDAP)
- Choose whether project-based or global roles best match your workflows
- Who will be responsible for managing permissions after deployment (CAD admin, IT, or delegated project leads)?
- Indicate any regulatory constraints that require strict role segregation (examples: ISO traceability, export control)
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Controlled Evaluation
Run a hands-on test with representative CAD data to validate check-in/check-out workflows, assembly-level rev control, search effectiveness, and acceptable performance.
- gaps
- success_criteria
- decision_readiness
- desired_state
- stakeholders
- current_state
- gaps
- desired_state
- stakeholders
- current_state
- decision_readiness
- success_criteria
- desired_state
- current_state
- gaps
- success_criteria
- stakeholders
- decision_readiness
- decision_readiness
- decision_readiness
- decision_readiness
- decision_readiness
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Mutual Commit
Finalize commercial and legal terms, data-access authorization, acceptance criteria, and go/no-go conditions based on the evaluation results.
Agreement Modules
- Subscription Agreement / Order Form
- Master Services Agreement (MSA)
- Statement of Work (SOW)
- Service Level Agreement (SLA)
- Data Processing Agreement (DPA)
- Data Access Authorization
- Acceptance Criteria & Go/No-Go Authorization
- Payment Schedule & Invoice Terms
- Change Order Agreement
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Deployment
Lock readiness facts and configuration values before execution begins.
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Pre-Deployment Readiness
Confirm owners, source environments, migration timing, access permissions, and rollback plans required before execution.
Pre-Deployment Questions
Environment and site access
- Which source environment type contains the canonical CAD files we will migrate? (pick the primary source; choose 'Hybrid' if multiple types)
- Is an IT‑approved migration service account available with the necessary read/write permissions to extract source files and write to the target? (this lets us schedule access steps)
Data and configuration
- Which CAD artifact types are in scope for the initial migration? (select all that apply)
- Has the migration scope boundary been finalized (which projects/folders/years to migrate)? Answer only if the scope and its owner are locked — otherwise select 'No'. (we use this to size the migration effort)
People and ownership
- Are deployment role owners assigned for the following workstreams: integration, data migration, IT/network, and change management/training?
- Name the person (name and role) who is authorized to approve an emergency rollback during the migration (we will record contact details in DeploymentConfig).
Timing and constraints
- Are there blackout windows or manufacturing freeze periods we must avoid for the cutover? (if yes, record dates in DeploymentConfig so we can exclude them)
- Select the preferred migration/cutover window and indicate whether a documented, testable rollback plan exists (we will capture exact dates and rollback procedures in DeploymentConfig).
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Integration & Configuration
Capture exact CAD integration settings, file-interception parameters, repository layout, and migration mappings the deployment team will use.
Configuration Details
Environments & Endpoints
- Enter the production vault instance name (exact instance id/name to enter on the connector settings page)
- Enter the production integration endpoint URL (format: https://<host>[:port]/<path> — exact URL the connector will call)
- Select the source file-share protocol for the CAD data (this sets the connector transport)
- Enter the canonical source file-share root path to migrate (format examples: \\server\share\CAD or /mnt/share/CAD)
CAD Integration & File Interception
- Select the integration method to use for CAD file operations (this choice configures interception and installer packages)
- Enter the integration service account username (non-secret identifier; the account secret/credential will be exchanged via your secrets manager at deployment)
- Select the locking behavior when an engineer attempts check-out on an already-checked-out file (this determines enforcement at save time)
- Maximum file size in megabytes (MB) to include in the vault and interception (Default: 2048 — enter numeric)
Repository Layout & Migration Mappings
- Select the repository root layout style to apply when creating target paths (this sets folder rules for the migration step)
- Enter the exact target repository path to map this source root to (format examples: /repo/<project> or repo://<name> — the deployment uses this verbatim)
- Select the assembly mapping strategy to preserve CAD relationships during migration (this configures how parent/child refs are resolved)
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Deployment
Execute vault integration and data migration, validate rev-control and search on production-sized assemblies, and resolve rollout issues with named owners and milestones.
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Success
Validate outcomes against agreed success criteria, track adoption and performance, and maintain a shared channel for issues and enhancement requests.
Success Reviews
- Go-live Health Check (weeks 1-4)
- First Measurement Review (weeks 4-10)
- Acceptance Gate Review (around day 90)
- Quarterly Success Review (ongoing)
Issues & Enhancements
- Maintain a shared channel for issue reporting and enhancement requests with a documented triage SLA and owner list.
- Schedule a technical detailed review for any performance issues where average file open/save latency exceeds the agreed operating envelope.
- Restate acceptance criteria and numeric targets recorded in Controlled Evaluation
- Produce a documented pass or fail for each numeric acceptance criterion recorded in Controlled Evaluation, with the acceptance decision captured by the named signatory where required.
- Confirm the incumbent system is decommissioned or retained read-only, and close the fallback habit risk for users.
- If any criteria failed, agree a remediation plan with owners and dates that closes the loop by the agreed resolution timeline.
- Publish the acceptance decision record showing pass/fail per criterion, named signatory, and any conditional acceptance language.
- If applicable, open prioritized remediation tickets for failed criteria with resolution deadlines and interim checkpoints.
- Confirm and schedule the quarterly operational review cadence for ongoing measurement and issue management.
- Adoption and usage trends
- Ensure weekly active user adoption rate and assembly revision consistency rate remain within acceptable bounds, or have an active remediation plan.
- Keep the enhancement and issue backlog prioritized with named owners and target delivery windows.
- Confirm incident response readiness and that high-priority incidents have clear closure criteria.
- Publish the quarterly operational summary with metric trends, open issues, and assigned owners within 3 business days.
- Deliver a remediation update for any metric below target, including work completed and next milestones, before the next quarterly review.
- Re-confirm success criteria and owners
- Confirm the integration and data migration completed without showstopper defects for production use.
- Document and assign owners and deadlines for all open blockers raised during go-live.
- Agree the schedule and owner for the First Measurement Review within 4 to 10 weeks.
- Publish the go-live validation checklist with pass/fail notes and owners within 24 hours.
- Capture and circulate the list of users who need follow-up onboarding if they have not performed a check-in/check-out in the first 7 days.
- Create a triage ticket for each technical blocker with a target resolution date and escalation path.
- Present first measurement data
- Determine whether check-in/check-out reliability rate and search effectiveness are moving toward the Controlled Evaluation targets, or identify required corrective actions if not.
- Assign concrete remediation tasks with owners and dates to close gaps before the Acceptance Gate.
- Confirm the data sources and dashboards that will feed the Acceptance Gate decision.
- Deliver a metric data pack that includes raw logs, sample failed workflows, and dashboard exports for the Acceptance Gate review.
- Implement the highest-impact corrective action for the top metric gap and report progress at the weekly triage until resolved.
- Present outcome data against each criterion
- Operational performance and reliability
- Deployment and migration validation
- Diagnose root causes for any gaps
- Document pass/fail per criterion and formal acceptance decision
- Early adoption signals and usage patterns
- Open issues and enhancement requests backlog
- Agree corrective actions with owners and dates
- Open technical and process blockers
- Confirm timeline to Acceptance Gate
- Incident follow-up and escalation status
- Legacy system wind-down verification
- Agree immediate remediation actions
- Agree remediation plan for any failed criteria
- Confirm next quarter checkpoints