Health, Education & Government
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Programs & Service Delivery
Collective Impact Backbone Organizations
Mission-driven engagements where donor relationships, program delivery, and governance determine impact.
Example organizations in this space:
United Way
YMCA
Boys & Girls Clubs
Communities in Schools
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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Stakeholder & Outcome Discovery
Align anchor funders, lead agencies, veto stakeholders, outcome targets, data access constraints, and decision rights needed for a successful collective effort.
Discovery Questions
A quick starting point: why this outcome, why now
- Tell me briefly why your group chose this population-level outcome now
- Which community indicator report triggered this conversation
- Who on your executive team is leading the evaluation and will be accountable for updates to the funder group
- How urgent is visible progress for your stakeholders, within 12 months, within 24 months, or is the timeline longer
- Walk me through the last time your funder group pooled money for a multi-organization initiative, what parts held up and what faded after 18 months
Where momentum stalls and what that costs
- Which single decision or missing data point has most often derailed cross-agency efforts to date
- Describe the last initiative that lost momentum, who withdrew, why, and how that change affected the expected outcomes
- When partners failed to share data in that effort, what broke first—program alignment, partner accountability, or funder confidence
- On a frequency scale, how often do these breakdowns occur in multi-partner efforts in your community
- What would have had to be different in that project for it to survive past year two
Who needs to say yes and what changes that
- Name the stakeholders who can stop progress by withholding data or alignment, and explain what would change their mind
- How many separate agencies must provide data access for the shared measurement to function as intended
- Who typically approves data-sharing agreements in those agencies and what is their usual timeline for review
- Walk me through the last time an agency refused a data request, what was the reason and who brokered any resolution
- If a superintendent or county director withheld permission for six months, what happens to your timeline and the funder coalition's confidence
The other paths you're weighing
- Tell me which of these approaches feels safest to your board right now, and why that comfort might hide a real risk
- List the approaches you have evaluated or are still considering
- Has anyone internally proposed solving this without an outside neutral backbone, and who is advocating that route
- What would have to be true about your current approach for you to keep it instead of making a change
- Which pros and cons from the options above matter most to your funder group—control, cost, speed, or long-term accountability
Fixing the target and the measures
- What single measurable population outcome would make your funders extend a three-year commitment
- Name the specific indicators that tie most directly to that outcome and which agency currently reports each one
- How current are the baselines for those indicators, collected within 12 months, within 24 months, older, or not available
- Who currently controls the raw data feed for each indicator, and can those owners provide data extracts on a quarterly cadence
- Do you have existing data-sharing agreements, MOUs, or legal templates that would speed access
- If one key indicator cannot be shared for privacy reasons, what acceptable proxy or workaround would let you proceed with meaningful measurement
Can we actually do this here — technical and legal readiness
- If the data owners cannot provide API access or extracts within 90 days, would that stop the project before design starts
- List the core systems that would need integration, selecting from these categories
- Are APIs available for those systems, are scheduled extracts the only option, or is manual reporting the only path
- Does your organization have a dedicated technical contact and at least one analyst who can support weekly integration work during the six-month design phase
- What legal or compliance approvals will be needed, for example county counsel signoff, IRB, or state data board, and how long do those typically take
- If any of these constraints cannot be cleared within 120 days, is there an alternative scope that would preserve momentum
Who will steer funding and decisions
- If pooled funders insist on equal veto over program changes, will you centralize decision rights or require a weighted model to move forward
- What is the expected pooled budget range for the first three years, choose the closest band
- Who will hold budget authority for pooled funds, a fiscal agent, a lead funder, or a shared board
- How often do funders expect formal reporting and who needs to receive the quarterly progress reports
- Do all funders require line-item visibility into spending, or would high-level reporting suffice for some
- If a single funder conditions continued support on mid-program changes to partner roles, who makes the final call under your preferred governance model
Decisive next steps and signoff conditions
- If a six-month design phase proves the shared measurement can produce timely reports, who could sign a multi-year operational agreement that same week
- Realistically, how quickly could your group commit to begin the design phase—immediately, in 30 days, within 3 months, or later
- List the materials, approvals, or short briefings you would need from a prospective backbone to present this to your funder group
- If a pilot meets its targets, what internal signoff or board vote would be required to transition to multi-year funding and how long does that take
- Would you be willing to name a single person who can make budget recommendations during negotiation and coordinate approvals
- Are there deal-killers we have not yet discussed that would stop a signature even if the pilot succeeds
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Solution Experience
Walk through how a neutral backbone coordinates shared measurement, partner accountability, and multi-year governance to drive the target population-level outcome.
Solution Experience
- Solution Experience Session
- Orientation: end-to-end engagement flow
- You confirm the demonstrated shared measurement approach produces the specific population-level indicator you need and eliminates duplicated data collection.
- Provide the most recent community indicator report and a list of current programs, data owners, and data access constraints for the sample dashboard.
- You confirm the governance and pooled-funding model provides the funder visibility and veto-holder protections required to proceed.
- Confirm the current state and its cost to your team
- Prepare a one-page sample shared measurement dashboard populated with the buyer's example indicator for use during the session.
- Proof: shared measurement mapped to your target outcome
- Draft a short pooled-funding governance term sheet and a proposed reporting cadence to circulate before the stakeholder review.
- You agree on the remaining evidence and the next stakeholder meeting needed to reach a mutual commit.
- Proof: governance and pooled-funding transparency
- Identify the veto stakeholders and confirm availability for the follow-up stakeholder review meeting.
- Proof: partner accountability workflows
- Validate fit with your context
- Agree next steps toward decision
- Solution Experience Session
- Solution Experience Deck
- Solution Brief — Neutral Backbone Coordination
- meeting
- slides
- document
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Design Phase
Co-design the shared measurement framework, governance, and partner commitments during the initial design phase.
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Design Convening
Facilitated multi-stakeholder working sessions to co-design the shared measurement framework, partner roles, and governance processes during the initial design phase.
Working Meetings
- Design Convening Kickoff and Assumptions Alignment
- Shared Measurement Framework Workshop
- Partner Roles, Data Responsibilities, and Accountability Workshop
- Governance Rules, Decision Rights, and Pooled Funding Principles
- Design Phase Consolidation, Sign-off, and Readiness Checklist
- Produce the draft governance charter incorporating decision rules, pooled funding principles, and reporting obligations.
- Document the escalation and remediation steps to be appended to partner commitment documents.
- Confirm governance objectives and constraints
- Draft governance charter with decision rights and voting thresholds completed.
- Pooled funding allocation principles and reporting obligations are defined for inclusion in funder agreements.
- Amendment and conflict management processes are documented and ready for legal review.
- Re-state purpose and success criteria for the design phase
- Prepare a pooled funds tracking template and initial allocation worksheet.
- Flag sections of the charter requiring legal review and collect required documentation for that review.
- Walk the consolidated design package
- Stakeholders either approve each design artifact or document specific exceptions requiring follow-up.
- Readiness checklist is completed with owners and deadlines for outstanding items.
- Schedule and ownership for the transition into the Implementation Scope and Governance stage are confirmed.
- Publish the consolidated design package with a recorded list of approvals and exceptions.
- Create a tracked action list for all outstanding items with deadlines and required evidence for closure.
- Schedule the kickoff meeting and distribute the transition plan for the next stage.
- Design phase scope and success criteria are documented and accepted by participants.
- Stakeholder list with veto roles and required decision rights is agreed and recorded.
- Known data constraints and required agreements are listed and prioritized for resolution.
- Publish the agreed design phase scope, success criteria, and stakeholder/decision-rights list.
- Compile and circulate a list of required data-sharing agreements and privacy constraints for legal review.
- Distribute schedule and preparatory materials required for the next working session.
- Recap scope and measurement criteria
- Ratified list of core and supporting indicators with written operational definitions.
- Data source, collection method, frequency, and a named data owner role assigned to each core indicator.
- Baseline data availability and any gaps are documented with a plan and timeline to collect missing items.
- Publish the indicator list with operational definitions and the baseline data collection timeline.
- Document data gaps requiring agreements or new collection and estimate timeline and resources needed.
- Prepare a short data access request checklist for each named data owner role.
- Review indicator to partner mapping
- Roles and responsibilities matrix is completed and accepted by participants.
- Partner reporting cadence and minimum reporting requirements are documented.
- Accountability and remediation procedures are defined and ready to be included in partner agreements.
- Produce and circulate the roles and responsibilities matrix with version control for partner review.
- Draft the partner reporting template and schedule for the first 12 months.
- Map stakeholders and decision rights
- Define decision rights and voting rules
- Review and resolve outstanding gaps and exceptions
- Draft roles and responsibilities matrix
- Prioritize candidate indicators
- Set pooled funding allocation principles and oversight
- Define partner reporting cadence and minimum reporting requirements
- Complete the readiness checklist
- Confirm data access constraints and legal considerations
- Define operational definitions and disaggregation
- Agree meeting cadence, deliverables, and immediate next steps
- Confirm sign-off process and next steps
- Assign data sources, owners, and collection cadence
- Agree accountability mechanisms and remediation steps
- Agree amendment, review, and accountability processes
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Implementation Scope & Governance
Define responsibilities, measurement indicators, data sources and collection methods, partner engagement methodology, governance rules, and pooled funding allocations.
Scope Configuration
- Operate Shared Measurement Repository
- Integrate Partner Data Feeds
- Run Data Quality Assurance and ETL
- Maintain Indicator Taxonomy and Codebook
- Deploy and Host Progress Dashboard
- Produce Quarterly Population-Level Reports
- Administer Pooled Funder Budget and Disbursements
- Manage Multi-Party Data Use and Sharing Agreements
- Provide Dedicated Data Analyst Support
- Facilitate Cross-Sector Strategy Meetings
- Facilitate Data-Driven Strategy Adjustment Sessions
- Manage Partner Accountability Processes and Action Tracking
- Operate Secure Data Environment and Access Controls
- Coordinate Multi-Year Funder Reporting
Scope Questions
Operate Shared Measurement Repository
- Which indicator set will you publish in the repository (for example: county K-readiness index, youth disconnection composite, chronic absenteeism by school)?
- Who is the named owner for the repository content (title and organizational role, e.g., county data officer, district research director)?
- How many indicators and derived metrics do you plan to store initially (estimate number of raw indicators and computed population-level metrics)?
- What format must canonical measures follow in the repository (for example: CSV extracts with defined column names, SQL views, or API JSON schema tied to the indicator codebook)?
- When should the repository support automated refresh from upstream systems (for example: nightly SIS extract, weekly human services batch, monthly enrollment refresh)?
- Do you require role-based read/write controls in the repository (for example: funder read-only reports, partner edit access for metadata)?
Integrate Partner Data Feeds
- List the partner systems to connect (for example: student information system (SIS), county human services case management, workforce case system, program enrollment database).
- Which integration methods are available from each partner system (for example: SFTP CSV export, REST API endpoint, scheduled SQL dump)?
- Who at each partner will be the technical contact for feed onboarding (provide name, role, and preferred contact for up to five partners)?
- How many partner feeds must be live for initial deployment to consider integrations complete?
- What acceptance criteria will confirm partner data feeds are ready for deployment (for example: each feed delivers mapped fields for required indicators with documented missingness <5%)?
- Which sensitive fields require pseudonymization or hashing during ingestion (for example: student ID, SSN, case number)?
Run Data Quality Assurance and ETL
- Which ETL cadence do you require for core indicators (for example: nightly jobs for event-level data, monthly aggregation for population metrics)?
- Who will approve ETL transformation rules and mapping tables (title or role, e.g., evaluation lead, district data manager)?
- What data quality thresholds should trigger alerts (for example: missingness >10% for a required field, duplicate rate >2%)?
- Specify the validation artifacts you expect after ETL run completion (for example: row counts, checksum, schema diff, sample record snapshot).
- How will you handle upstream data schema changes (for example: change request to partner, automated schema mapping, pause ingestion)?
- Describe the log retention and audit trail required for ETL jobs (for example: 12 months of job history, user-level change log for transformations).
Maintain Indicator Taxonomy and Codebook
- Which existing codebook or indicator standard will you adopt or adapt (for example: state K-readiness specifications, county-level youth metrics, national school attendance definitions)?
- Who is responsible for maintaining the codebook and publishing updates (provide role such as evaluation lead or backbone data steward)?
- How often should the taxonomy be reviewed and versioned (for example: after each design convening, quarterly, annually)?
- What minimum metadata must each indicator include in the codebook (for example: numerator, denominator, data source system, refresh cadence, analytic SQL)?
- Are there jurisdictional definitions that must be preserved (for example: school district boundaries, age cohort definitions, program eligibility rules)?
- Specify the approved format for the published codebook (for example: human-readable PDF, machine-readable JSON schema, Git repository).
Deploy and Host Progress Dashboard
- Which user groups need dashboard access and what view restrictions (for example: funders - aggregated only, school leaders - school-level drilldown)?
- What hosting environment do you prefer for the dashboard (for example: platform-hosted SaaS on secure cloud, self-hosted in agency cloud)?
- How many dashboards and report templates should be provisioned at launch (for example: executive funder summary, partner operational view, public one-page snapshot)?
- What performance targets must the dashboard meet (for example: first-load under 5 seconds for executive view, row-level drill under 10 seconds)?
- Do you require export and scheduled distribution capabilities (for example: PDF snapshot emailed monthly to funders, CSV export for partners)?
- Which authentication method is mandated for dashboard users (for example: single sign-on SAML with agency identity provider, multi-factor authentication)?
Produce Quarterly Population-Level Reports
- What audiences should the quarterly population-level report serve (for example: pooled funders, school superintendent, county human services director, public summary)?
- Which methodological appendix items must appear with each report (for example: indicator definitions, data sources, data quality caveats, statistical methods)?
- What is the required cadence and delivery format for the quarterly report (for example: PDF + raw CSV package delivered within 10 business days of quarter close)?
- What evidence will validate the quarterly population-level report (for example: signed-off indicator set, raw dataset snapshot, and codebook version noted in the appendix)?
- Who will be the final approver for each quarterly report (role such as pooled fund fiscal agent, backbone executive, or county data steward)?
- Do you require a public-facing one-page dashboard extract to accompany the technical quarterly report?
Administer Pooled Funder Budget and Disbursements
- Which entity will serve as fiscal agent for the pooled fund and what bank setup is required (for example: new bank account, existing fund account, ACH approvals)?
- What minimum annual pooled contribution is expected from anchor funders to sustain backbone operations (provide amount or choose standard band)?
- What disbursement cadence is required for partner payments and backbone billing (for example: monthly invoices, quarterly grants, milestone-based payments)?
- What reporting artifacts do funders require for pooled fund transparency (for example: ledger exports, transaction-level CSV, quarterly budget vs. actual)?
- What acceptance criteria confirm pooled fund governance and readiness (for example: signed pooled fund term sheet, bank account established, disbursement schedule approved)?
- Are there procurement or allowable-cost restrictions to enforce in disbursement rules (for example: no capital expenditures, staff time caps, approved vendor list)?
Manage Multi-Party Data Use and Sharing Agreements
- Which legal documents currently govern partner data sharing (for example: executed Data Use Agreements (DUAs), memoranda of understanding (MOUs), interagency agreements)?
- Who is your legal point of contact to negotiate DUAs and privacy terms (role/title only)?
- Which specific data elements require restricted sharing per law or policy (for example: individually-identifiable student records covered by FERPA, health data covered by HIPAA)?
- What retention and deletion policy must be written into agreements (for example: 7 years retention, deletion 90 days after project close)?
- Are partner signatures already in place or is execution of new DUAs required before ingestion?
- Specify any mandated data breach notification timelines that must be included in agreements (for example: notify within 72 hours to pooled funders).
Provide Dedicated Data Analyst Support
- How many full-time equivalent (FTE) analyst hours per month do you expect the engagement to provide for dashboarding, ad hoc analysis, and partner support?
- Which analytic deliverables should analysts produce regularly (for example: monthly operational briefs, quarterly technical appendix, partner-level data packages)?
- Who will be the primary recipient of analyst work (role such as backbone program director, funder evaluation manager, superintendent analyst)?
- What tooling do you require analysts to use for reproducibility (for example: shared R scripts in Git, documented SQL notebooks, Jupyter notebooks)?
- Do you require analyst time for partner-facing data clinics or training sessions (for example: monthly office hours to walk partners through CSVs)?
- Specify expected SLAs for analyst responses to partner data queries (for example: 3 business days for data requests, 10 business days for a new extract).
Facilitate Cross-Sector Strategy Meetings
- How many facilitated convenings do you anticipate during the design phase (for example: weekly working sessions, three full-day design summits)?
- Who should be invited as standing attendees (for example: pooled funder lead, superintendent, county director, head of data from each implementing partner)?
- What decisions must be reached in strategy meetings to progress to implementation (for example: agreed indicator set, partner roles, governance charter)?
- Do you need meeting artifacts produced and shared (for example: decision logs, action trackers, slide decks, recording transcripts)?
- Describe the facilitation style desired (for example: consensus-driven, decision-by-funders-with-backbone-recommendation, time-boxed decision sprints).
- Are there veto stakeholders whose participation is required for a decision to be binding (for example: school superintendent, county human services director)?
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Mutual Commit
Finalize contracts, data-sharing agreements, pooled-funding governance, decision rights, and confirm operational readiness to begin design and implementation.
Agreement Modules
- Mutual Non-Disclosure Agreement (NDA)
- Master Services Agreement (MSA)
- Statement of Work (SOW)
- Schedule of Fees & Payment Terms
- Pooled Funding Governance Agreement
- Decision Rights & Governance Charter
- Data Sharing & Use Agreement
- Data Protection Addendum (FERPA / HIPAA as applicable)
- Operational Readiness Confirmation
- Subcontractor Approval & Conflict-of-Interest Disclosure
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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 — named data owners, partner commitments, access permissions, reporting cadence, and timelines required before execution.
Pre-Deployment Questions
Environment and site access
- Which production/source system categories will the deployment need access to? (Select all that apply — we'll ask for named owners next)
- For each selected system, has the buyer designated a named technical contact who has admin-level authority to approve access requests? (Yes allows us to schedule credentialing and security review)
- Provide the named technical contact(s) the buyer will use to grant access for the systems above (name, role, email). (Needed so the deployment team can request access and schedule handoffs)
Data and configuration
- Have the target measurement indicators and the canonical data OWNER (agency/system responsible for the record) been finalized for initial ingestion? (Owner = who we contact for DUA and mapping)
- If any indicators or owners are pending, list which indicators remain unassigned and the expected owner type (school district, county agency, partner org). (This lets us sequence DUAs and mapping work)
- What is the status of data-sharing agreements (DUAs, MOUs) required for production ingestion? (We cannot begin production ingestion without signed agreements from each owner)
People and ownership
- Who is the buyer-side program lead with final approval authority to confirm partner commitments and sign off on go-live? (name, role, email — needed to escalate decisions)
- Who is the named data steward/owner for consortium-level reporting (name, role, email)? (This person approves mappings and validates early reports)
- Has the pooled-funding governance group confirmed the ongoing reporting cadence and the initial recipient(s) of the deployment readiness report? (Identifies where early outputs must be routed)
Timing and constraints
- Are there blackout windows, legal/compliance gates, or reporting embargoes (e.g., fiscal close, school data release windows, court-ordered restrictions) that would prevent a production cutover? If yes, list windows/dates. (So we avoid blocked go-live windows)
- What is the earliest target go-live date the buyer can approve and the latest mandatory deadline (if any)? Select the single best option. (We use this to sequence readiness tasks and resource allocation)
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Deployment
Roll out the coordination infrastructure, onboard partners to the shared measurement system, and operationalize governance, accountability, and reporting milestones.
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Sustainment & Continuous Improvement
Monitor population-level results, publish consortium progress reports, and track issues, enhancements, and strategy adjustments across the multi-year engagement.
Success Reviews
- Monthly Operational Check-in
- Quarterly Progress Review
- Annual Consortium Progress Report Review
- Annual Strategy and Continuous Improvement Workshop
Issues & Enhancements
- Schedule experiment check-ins and assign monitoring checkpoints for the next two quarterly reviews.
- Publish the quarterly progress report including data tables, root-cause notes, and the corrective action register.
- Create remediation tickets for each agreed corrective action with target resolution dates.
- If any legacy systems remain active, document the retention plan and schedule final decommissioning steps.
- Annual outcome and coverage dashboard
- Approve the annual consortium progress report content and data tables for publication.
- Confirm the population-level outcome rate and shared measurement coverage rate to be published, as verified against sources in Implementation Scope & Governance.
- Agree the publication timeline and post-publication issue handling process.
- Publish the final consortium progress report on the agreed date with attached data provenance notes.
- Circulate the public communications timeline and distribution responsibilities to all partners.
- Open a post-publication issue log entry to capture any data corrections and their resolution plan.
- Multi-year trend synthesis
- Identify which strategies produced measurable change to the population-level target outcome rate and which require modification.
- Agree a prioritized set of improvement experiments with measurement plans and timelines recorded for reference in Implementation Scope & Governance.
- Define any measurement or governance refinements needed to improve data quality and learning cadence.
- Publish the prioritized improvement plan with experiment designs, success criteria, and reporting dates.
- Update the measurement specification and governance notes in Implementation Scope & Governance to reflect agreed refinements.
- Current metric snapshot
- Confirm current data-sharing completeness rate and median reporting timeliness versus targets recorded in Implementation Scope & Governance.
- Assign and document owners and dates for all operational blockers preventing timely or complete reporting.
- Identify any items requiring escalation to the quarterly governance review.
- Publish the monthly operational snapshot with metric values and open-blocker list within 48 hours.
- Open remediation tasks for each operational blocker with target resolution dates.
- Notify governance forum of any items escalated for the quarterly review.
- Outcome trend presentation
- Determine whether the population-level target outcome rate and percentage of cohort reached are on track versus targets recorded in Implementation Scope & Governance.
- Document root causes for any shortfalls and agree a clear set of corrective actions with deadlines.
- Verify legacy reporting systems are decommissioned or formally retained read-only to prevent duplicate workflows.
- Data integrity and source validation
- Evidence review of interventions
- Operational issue triage
- Root-cause analysis for gaps
- Report content approval
- Adoption and usage signals
- Prioritize improvement experiments
- Pooled funding and expenditure review
- Measurement refinements and governance changes
- Publication schedule and responsibilities
- Short-term remediation actions
- Partner accountability and governance exceptions
- Commitment register and timeline
- Post-publication monitoring and issue log
- Legacy system wind-down status
- Parking and escalation items
- Quarter action plan and owners