Consumer Sports & Live Entertainment Sports Technology

Athlete Performance Analytics

High-value sponsorship, premium experiences, and rights deals requiring coordinated multi-party engagement.

Example organizations in this space: Catapult Zebra Technologies STATSports Polar Team Pro

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
  1. Performance Outcome Discovery

    Align on team performance goals, injury-risk concerns, roster constraints, stakeholders, and measurable success signals.

    Discovery Questions

    Where your team would feel the difference

    • How many athletes are on your main-season roster that you plan to monitor? Options: <25, 25-45, 46-70, 71-100, >100
    • What roles on your staff would be primary users of athlete workload and injury-risk data? Options: Head coach, Director of sports science, Head athletic trainer, Team physician, Position coaches, Strength and conditioning, Performance analysts, Other
    • Describe the current cadence of player monitoring during a typical week in season
    • Which existing data sources do you already use to track player workloads or injuries? Options: Wearable GPS/Inertial devices, Heart rate systems, Athlete management system, Video tagging, Medical records, Practice plans/schedules, Manual spreadsheets, Other
    • How soon do you need to see measurable changes in injury incidents or workload management to consider a solution successful? Options: Within 1 month, 1-3 months, By mid-season, By season end, Multiple seasons, Unsure

    Where current monitoring falls short

    • What single monitoring failure over the past season would make you stop and demand change immediately?
    • Walk me through a recent case where workload data did not trigger a preventable soft-tissue injury, what happened and who noticed it first?
    • How often during the season do you see player workloads spike unexpectedly? Options: Multiple times per month, Monthly, A few times per season, Rarely, Never
    • Who on your staff feels most pressure when a player is injured and how does that affect decision making? Options: Head coach, Head athletic trainer, Sports scientist, Team physician, Position coach, General manager, Other
    • What downstream operational issues does an unexpected injury create for planning, roster management, or revenue?

    The outcomes that would change decisions

    • If your platform could reliably flag the top three players at immediate risk for soft-tissue injury, what decision would you make differently that you are not making today?
    • What measurable KPIs would you use to judge success over the next season? Options: Injury rate reduction, Days lost to injury, Practice availability percentage, Player performance metrics, Workload compliance, Staff time saved, Other
    • Who would need to sign off on changing practice intensity based on alerts, and how quickly could they act? Options: Head coach, Position coaches, Head athletic trainer, Director of sports science, Medical director, Other
    • Within your budget cycle, what level of injury reduction or days-saved would justify a paid pilot? Options: 5% injury reduction / small days saved, 10-15% reduction, 20%+ reduction or major days saved, Unsure
    • How would success look to players, not just staff, and what would make them accept being monitored?

    What usually stops plans from becoming practice

    • What single operational constraint has killed past performance initiatives here?
    • Tell me about recent rollouts that ran into resistance from players or coaches, what was the turning point?
    • Which budget or procurement timelines typically create the largest delays for new equipment or integrations? Options: Quarterly procurement, Annual budget cycle, Grant-based, Donor-funded, Short-term budgets, Unsure
    • How many full-time technical or medical staff are available to support integration, configuration, and ongoing monitoring? Options: 0, 1-2, 3-5, 6-10, >10
    • If we could prove impact in a pilot, what would still prevent you from scaling to the whole roster?

    The other routes you're weighing

    • Who else are you actively evaluating to solve workload and injury prediction, and why are they still in the running? Options: Other wearable vendors, In-house analytics build, Existing AMS vendor, Video analytics provider, No alternatives actively considered, Other
    • Which current internal approach would have to demonstrably improve for you to keep relying on it instead of moving to a vendor?
    • Has anyone on your staff proposed building an internal solution instead of buying, and what resource ask would that require? Options: Yes, significant resources and headcount, Yes, modest resources, No, Unsure
    • What would a competitor need to show in a short pilot to beat your incumbent or internal option?
    • How important is vendor support for device fitting, provisioning, and staff training compared with self-service tools? Options: Critical, Very important, Somewhat important, Not important

    What must be true before we can deploy

    • Which integration or data dependency would block the project if it were not available? Options: Video system API access, Medical records access, Athlete IDs roster feed, Live GPS gateway, None of the above, Other
    • Which systems will need API-level access or data exports for analytics and thresholding? Options: Athlete management system, Video management system, Electronic medical records, Scheduling software, Identity directory, Other
    • Who owns the API access and who would approve credentials in your organization?
    • How clean and centralized is your roster and injury history data, would it require manual cleanup before onboarding? Options: Fully clean and centralized, Mostly clean with minor cleanup, Fragmented, significant cleanup needed, Not available digitally, Unsure
    • Describe any regulatory, union, or compliance approvals that could delay device deployment to athletes
    • Do you have a secure location and staff for charging, storing, and maintaining devices during season? Options: Yes, dedicated kit room, Yes, shared storage, No, need setup, Unsure

    The specific signals that will convince you this works

    • Name the single metric that would make you sign for full rollout after a pilot Options: Specific injury reduction percent, Days-saved threshold, Practice availability increase, Coach adoption rate, Other
    • Which acceptance criteria must be met for device reliability and data latency during a pilot? Options: Battery life targets, Data completeness threshold, Maximum data latency, Device fit standards, Integration stability
    • Who will sign acceptance at the end of the pilot and what checklist will they use?
    • What minimum sample of athletes and duration do you expect a pilot to include to be convincing? Options: 10 athletes for 2 weeks, 25 athletes for 4 weeks, 50 athletes for 8 weeks, Full position group for 4+ weeks, Entire roster sample, Unsure
    • If the pilot meets the metric, what procurement or legal hurdles remain before you could deploy at scale?

    If we move forward, what happens next

    • What would make your leadership sign within 30 days if the pilot proves the numbers?
    • Which budget source would pay for a pilot and who controls release of those funds? Options: Operating budget, Capital expenditure, Performance grants, Research funds, Donor funds, Unsure
    • What timeline constraints are non-negotiable for a pilot starting before key competition windows?
    • Who else needs to be involved in next conversations to clear technical, medical, and coaching concerns? Options: Head coach, Medical director, IT lead, Athletic director, Player reps, Other
    • Which single reason would stop procurement entirely even after a successful pilot? Options: Lack of player buy-in, Unresolvable data privacy concern, Procurement funding blocked, Integration impossible, Union or regulatory veto, Other
  2. Solution Experience

    Walk through how the wearable devices and analytics translate roster data into specific workload and injury-risk protocols using realistic scenarios.

    Solution Experience

    • Solution Experience — Workload to Protocol Walkthrough
    • Confirm the current state
    • You confirm the stated current state and its operational cost is accurate for your team.
    • Provide two representative athlete profiles and one typical session file (sensor + session context) to be used in the pilot simulation.
    • You confirm the demonstrated scenario produces the operational outcome you defined for reducing workload-related risk.
    • Confirm the consequence to your team
    • Run a pilot simulation on the provided roster data and deliver a session report with recommended athlete thresholds and a proposed protocol playbook within five business days.
    • You agree on the remaining evidence needed and a pilot scope and success criteria to validate the future state.
    • Walk through a realistic roster scenario
    • Provide a list of stakeholders who must sign off on pilot acceptance criteria and confirm a two-week pilot window.
    • Prove integrations and athlete-level thresholding
    • Confirm the specific integrations to include in the pilot, such as your video system and medical records endpoint, and provide access details or API contact points.
    • Confirm this matches what you need
    • Solution Experience — Workload to Protocol Walkthrough
    • Solution Experience Deck
    • Solution Brief — Workload and Injury-Risk Protocols
    • meeting
    • slides
    • document
  3. Solution Scope

    Define devices, gateway and analytics modules, athlete-level thresholding, integrations, training, responsibilities, and measurable deliverables.

    Scope Configuration

    • Provision and Ship Sensor Devices
    • Onsite Device Fitting and Attachment
    • Pair and Calibrate Sensors per Athlete
    • Install and Configure Real-Time Gateway
    • Activate Live Data Streaming
    • Create Athlete Profiles and Individualized Thresholds
    • Configure Dashboards and Team Reports
    • Integrate Video Analysis Endpoint
    • Integrate Medical Records Endpoint
    • Deploy Charging Stations and Inventory Management
    • Deliver Staff Training and Operational Playbook
    • Provide Match-Day Live Monitoring Support
    • Perform Firmware Updates and Device Management

    Scope Questions

    Provision and Ship Sensor Devices

    • How many sensor devices do you need provisioned for the initial rollout? Options: Less than roster, One per roster spot, Roster + 10% spares, Custom number
    • Which device configuration do you require for the roster? Options: GPS+IMU, GPS+IMU+Heart rate, IMU-only, Custom
    • Provide your preferred delivery window and any staging addresses for shipments.
    • Assign the internal owner who will accept deliveries and manage device inventory.
    • Specify any country import, customs, or logistics constraints we must plan for. Options: None, Customs paperwork required, Delayed clearance windows, Other

    Onsite Device Fitting and Attachment

    • Who on your staff will lead device fitting and attachment sessions? Options: Head athletic trainer, Director of sports science, Operations manager, Other
    • Describe the typical training kit or vest you want sensors attached to (material, pockets).
    • Select preferred attachment method for sensors during practices and matches. Options: Vest pocket, Elastic strap, Integrated bib, Adhesive mount
    • When do you want onsite fitting scheduled relative to first live session? Options: 1 week before, 3-5 days before, Day before, Same day morning
    • Indicate documentation you require after fitting (fit card per athlete, photos). Options: Fit card per athlete, Photos, Sizing inventory, None

    Pair and Calibrate Sensors per Athlete

    • Pair how many athletes will receive individualized sensor pairing on day one? Options: Full roster, Core starters only, Subset for proof of concept, Custom count
    • Calibrate which positional or static tests do you require for each athlete (for example standing reference, GPS baseline run)?
    • Specify the acceptance criteria that define a successful per-athlete calibration (for example positional error < 1.5 m after 2 minutes stabilization).
    • Identify who will supply the roster file with athlete IDs, jersey numbers, and medical identifiers.
    • Name how you want athlete devices labeled in inventory (jersey/ID format) for pairing traceability. Options: Jersey number, Last name + number, Unique asset tag, Custom format

    Install and Configure Real-Time Gateway

    • Where will the real-time gateway hardware be located (stadium booth, control room, training center, cloud edge)? Options: Stadium booth, Control room, Training center, Cloud-hosted edge
    • Connect what network types will be available at that location (Ethernet, Wi-Fi, cellular)? Options: Ethernet, Wi-Fi, Cellular, Combination
    • Identify any firewall rules, ports, or proxy requirements needed to reach the platform integration endpoint.
    • Schedule when installers can access rack space, power, and physical mounting for the gateway.
    • Verify whether an uninterruptible power supply (UPS) or redundant power is required for the gateway. Options: Yes, UPS required, No UPS required, Will provide own redundancy, Undecided

    Activate Live Data Streaming

    • Which live data channels do you need streamed during sessions (position, inertial metrics, heart rate, event markers)? Options: Position, Inertial metrics, Heart rate, Event markers
    • Define the acceptance criteria that will validate live streaming performance (acceptable latency, packet loss, minimum uptime percentage).
    • Provide the consumer method for live data (API endpoint URL, secure RTMP, dashboard embed) and authentication mechanism.
    • Connect to which internal systems should live feeds be routed (operations monitor, coaching tablets, third-party dashboards)?
    • Report how you will verify match-day live data (who performs checks and what artifacts are recorded).

    Create Athlete Profiles and Individualized Thresholds

    • Who will provide baseline athlete metrics to seed individual profiles (medical staff, sports scientist, external testing lab)? Options: Medical staff, Sports scientist, External lab, Other
    • Select individualized threshold types you require per athlete (acute:chronic workload ratio, speed zone limits, heart-rate zones). Options: Acute:chronic workload ratio, Speed zone limits, Heart-rate zones, Custom rules
    • Confirm the acceptance criteria for individualized threshold configuration, including who must sign off and target alert precision.
    • Attach or paste a sample roster file format you want us to ingest for athlete profile creation.
    • State how often thresholds should be reviewed and updated during the season. Options: Weekly, Biweekly, Monthly, Event-driven

    Configure Dashboards and Team Reports

    • Choose the role-based dashboards required (coach view, sports scientist view, medical staff view). Options: Coach, Sports scientist, Medical staff, Operations
    • List the default KPIs you want on the team home dashboard (player load, high-speed running distance, recovery score). Options: Player load, High-speed running, Recovery score, Custom KPIs
    • Outline whether you need scheduled PDF or CSV reports delivered automatically after sessions and the recipients. Options: PDF, CSV, Both, No scheduled reports
    • State any custom drill-down filters required (position group, session type, unit of distance).
    • Estimate how many distinct saved reports or templates your team will use. Options: 1-5, 6-15, 16-30, More than 30

    Integrate Video Analysis Endpoint

    • Name the video integration method your system supports (RTSP stream, API clip export, file-drop). Options: RTSP, API clip export, File-drop, Other
    • Attach the video endpoint URL patterns and authentication approach we should configure for the integration.
    • Choose whether clip-sync should be timestamp-based or event-marker-based for your workflow. Options: Timestamp-based, Event-marker-based, Manual sync
    • Map the field mapping rules between tracking timestamps and video frame time we must apply.
    • Assign who will have admin access to the video system to approve integration credentials.

    Integrate Medical Records Endpoint

    • List which medical record document types you want integrated (injury logs, rehabilitation notes, clearance status). Options: Injury logs, Rehab notes, Clearance status, Imaging reports
    • Upload the API endpoint or SFTP details and authentication method for medical data exchange.
    • Confirm any consent forms, protected health information handling policies, or data-sharing agreements required by your medical team. Options: Yes, consent required, No additional consent, Under review
    • Map which medical record fields must populate athlete profiles (diagnosis code, expected return-to-play date, treatment notes).
    • Designate the medical staff member authorized to approve data access and role permissions.

    Deploy Charging Stations and Inventory Management

    • How many charging bays and spare devices do you plan to deploy across facilities? Options: 1 per 5 devices, 1 per 10 devices, Custom
    • Indicate preferred locations for charging stations and whether they need lockable cabinets.
    • Detail whether you require asset tagging (barcode, NFC) and which identifier format to use. Options: Barcode, NFC, QR code, Serial number
    • Designate who will manage daily device check-in and charging rotation procedures.
    • Estimate whether you need integrations between device inventory and your asset management system. Options: Yes, API integration, CSV exports only, No integration required

    Deliver Staff Training and Operational Playbook

    • Register the attendee groups for initial training and their expected headcount.
    • Outline your preferred training format (on-site workshop, virtual live, train-the-trainer) and session length. Options: On-site full day, On-site half day, Virtual, Train-the-trainer
    • Detail whether you require written standard operating procedures and quick-reference match-day playbooks. Options: SOPs and quick cards, SOPs only, Quick cards only, None
    • Schedule when initial and follow-up training sessions should take place relative to go-live.
    • Upload how you want training materials delivered (digital, printed, learning management system upload). Options: Digital (PDF), Printed, LMS upload

    Provide Match-Day Live Monitoring Support

    • Do you require on-site technical support coverage for match-day live monitoring? Options: Yes, full match, Yes, kickoff to halftime, No on-site required, Remote support only
    • Define your escalation path and maximum response times for operational incidents during events. Options: 15 minutes, 30 minutes, 1 hour, Custom
    • Appoint the on-site operations contact and backup contact for match operations coordination.
    • Highlight which monitoring dashboards and alert thresholds should be visible in the operations room.
    • Capture your desired data retention period and clip capture policy for match-day sessions. Options: 24 hours, 7 days, 30 days, Custom
  4. Mutual Commit

    Finalize commercial and legal terms, data-access permissions, acceptance criteria, and mutual operational obligations.

    Agreement Modules

    • Master Services Agreement (MSA)
    • Statement of Work (SOW)
    • Order Form / Subscription Agreement
    • Hardware Purchase Order
    • Service Level Agreement (SLA)
    • Acceptance Criteria & Test Plan
    • Data Processing Agreement (DPA)
    • HIPAA Business Associate Addendum (BAA)
    • Data Access & Integration Authorization
    • Mutual Non-Disclosure Agreement (NDA)
    • Change Order Agreement
  5. Deployment

    Lock readiness facts and configuration values before execution begins.

    1. Pre-Deployment Readiness

      Capture concrete readiness facts — owners, schedules, roster lists, device counts, and access to video and medical systems required for rollout.

      Pre-Deployment Questions

      Environment and site access

      • Primary deployment site(s) and venue names (list each site; mark whether this is the final site for rollout) — so we can plan gateway placement and shipping.
      • Network and gateway readiness per site — select the statement that best describes production network and physical gateway locations (we need access for provisioning and real-time data capture). Options: Production Wi‑Fi and required network ports available and IT contact provided, Network available but IT access/credentials pending, No on-site network — offline/edge-only rollout planned, Unknown — vendor survey required
      • Video and medical records system access status (select the best fit; if 'Yes' we'll request the system owner contact to schedule integration testing). Options: Yes — production access granted, Yes — staging access granted, No — buyer must arrange access, Not applicable (no integration required)

      Data and configuration

      • Player roster status for the initial rollout (final roster enables provisioning; choose the status that applies). Options: Final — no changes expected, Draft — final by a known date, TBD — awaiting approvals
      • If roster is not final, provide the roster owner and the committed date the final roster will be delivered (name, role, date).
      • Confirmed device counts and spare units for the initial rollout (total devices and number of spares; if multi-site, list counts per site) — this feeds provisioning and shipping.

      People and ownership

      • Deployment project owner (name, role, email) who will be the buyer's single point of contact for scheduling and acceptance decisions.
      • Named owners for these workstreams: IT/network, medical/physiology, head athletic trainer/coach approvals, and equipment manager (provide name and role for each).
      • Training lead and first training window status (we'll use this to schedule device fitting and staff sessions). Options: Training lead named and training date confirmed, Training lead named, training date TBD, Training lead not yet assigned

      Timing and constraints

      • Target go-live or staging window for the initial rollout (date or date range) — required to align field teams and device provisioning.
      • Known blackout windows, competition dates, or operational constraints that must be avoided (select the best fit). Options: No known constraints, Blackout/competition dates exist — details to follow, Deployment limited to off-season only, Pending confirmation
      • List any required approvals, medical board sign-offs, or compliance gates and the expected completion dates (name the approver/committee and date).
    2. Configuration Details

      Lock integration credentials, API endpoints, provisioning settings, athlete threshold rules, and field-mapping for video and medical records.

      Configuration Details

      Environments & Endpoints

      • Primary deployment environment name (value consumed verbatim; single token — default: "prod")
      • Platform API authentication method for inbound integrations (select one). Note: do NOT paste secrets here — choose the method and provide the non-secret identifier later; secrets are exchanged via your chosen secrets manager at kickoff. Options: API key (provide non-secret key name/ID only), OAuth2 (provide client_id only; client_secret exchanged via your secrets manager), Mutual TLS (provide certificate name only; cert/private key exchanged securely), No authentication (IP allowlist)
      • Platform API base URL (enter exact base URL consumed verbatim — format: https://api.your-domain.example/ — Default: https://api.the-platform.example/)

      Integrations & Credential Handover

      • Identity provider type for SSO (select one). If SAML or OIDC chosen, provide the non-secret SP/Client identifier in your IdP during the connector setup step. Options: SAML-based IdP, OIDC-based IdP, No SSO (local accounts)
      • Integration identifier for your electronic medical records (EMR) system — enter the non-secret service account, client_id, or integration user name exactly as it appears in your EMR (consumed verbatim)
      • Secrets delivery method for exchanging secrets and private credentials at kickoff (select one). We will not accept secrets in this form — choose the secure channel that will be used to deliver them. Options: Your secrets manager (enter name in the next field), Secure SFTP endpoint (provide endpoint later), Secure portal link exchange at kickoff (provide URL during kickoff)

      Provisioning & Device Settings

      • Device provisioning mode (select one — determines who performs device/gateway provisioning during rollout) Options: Centralized provisioning (the seller provisions devices and gateways), Self-service provisioning (the buyer provisions devices via the portal), Hybrid (seller provisions gateways; buyer assigns athlete IDs and fits devices)
      • Planned total device count to provision at initial rollout (integer; Default: 50) — enter an integer consumed verbatim

      Athlete Threshold Rules & Field Mappings

      • Default athlete workload threshold profile name to apply at rollout (enter exact profile ID/name consumed verbatim — Default: "standard-athlete")
      • Primary video system timecode or timestamp field name for field-mapping (enter exact field name as it appears in your video exports — e.g., "timecode", "utc_timestamp")
    3. Deployment

      Execute device fitting, provisioning, integrations, staff training, and operational handover with clear owners and milestones.

  6. Success

    Review outcomes against success signals, track injury-reduction and workload impact, and maintain a shared channel for issues and enhancement requests.

    Success Reviews

    • Go-live Health Check (Week 1-4 post go-live)
    • First Measurement Review (Week 4-10)
    • Acceptance Gate — Outcome Validation (around day 90)
    • Ongoing Quarterly Success Review

    Issues & Enhancements

    • Schedule the next quarterly success review and circulate the required data extracts ahead of the meeting.
    • Implement a device adherence improvement plan addressing causes of missed sessions.
    • Produce a short data-quality report highlighting any measurement gaps and proposed fixes.
    • Restate acceptance criteria and numeric targets
    • Produce a documented acceptance decision with pass/fail recorded per Mutual Commit acceptance criterion and a named buyer signatory if applicable.
    • For any unmet criteria, record a remediation plan with concrete tasks and resolution dates to close the acceptance loop.
    • Publish the acceptance record documenting pass/fail outcomes and the buyer signatory or conditional acceptance terms.
    • Create a remediation tracker listing each failed criterion, the remediation tasks, and firm resolution dates.
    • If incumbent systems exist, implement the agreed archival or decommission plan and verify access changes.
    • Trend review vs Mutual Commit targets
    • Confirm that outcome trends remain within acceptance thresholds or record corrective plans for any regressions.
    • Prioritize the enhancement backlog and agree a schedule for the highest priority items to be delivered before the next review.
    • Update the enhancement backlog with prioritized items and estimated delivery windows.
    • Open remediation tasks for any regression in outcome metrics and record checkpoints to validate fixes.
    • Reconfirm committed success criteria and owners
    • Confirm the deployment components match the Scope and are functionally available for baseline data collection.
    • Record all high-priority blockers and an agreed immediate remediation plan to enable meaningful data collection for the first measurement review.
    • Publish a short deployment health summary showing device counts, gateway status, and session capture coverage.
    • Resolve outstanding provisioning and connectivity errors and update the provisioning status for affected athlete profiles.
    • Confirm training completion for staff who will ingest and act on device alerts.
    • Present first measurement data
    • Determine whether early outcome metrics are moving toward the Mutual Commit targets and document any shortfalls.
    • Agree a prioritized set of corrective actions, including threshold adjustments and adherence remediation, with clear due dates to support the acceptance decision.
    • Tune athlete-level threshold rules and publish the updated threshold table used for alerts.
    • Present outcome data against each criterion
    • Persistent issues and blocker burn-down
    • Deployment and provisioning validation
    • Data quality and signal integrity review
    • Document acceptance decision and signatory acknowledgement
    • Early adoption and usage signals
    • Enhancement requests and shared channel review
    • Root-cause diagnosis for gaps
    • Operational adjustments and next-quarter focus
    • Agree remediation plan for failed or conditional criteria
    • Open issues and blockers
    • Corrective actions and timeline to acceptance gate
    • Immediate remediation and short plan
    • Incumbent system wind-down checklist, if applicable
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