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IMPACT MEASUREMENT & REPORTING · CHAPTER 17

How Do You Pick a Financial Proxy for SROI?

Choose a proxy that fits the outcome, not just a published number. Compare sources, units and assumptions, then write a selection note others can check.

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Sopact Academy · Course review

Practical Academy guide

How Do You Pick a Financial Proxy for SROI?

How do you choose a financial proxy for SROI?

Choose a financial proxy by matching the outcome, stakeholder, unit and context to a defensible valuation source. Check the method behind the value, not just the source’s name. Record why the candidate fits, what it excludes and how another plausible choice would affect the result. If no candidate is suitable, keep the valuation unresolved.

This is an optional valuation exercise within your chosen course. Bring one outcome row from your SROI value map. Your task is to compare candidate sources and write a selection note a colleague can review. Use the ratio reference once the outcome values and assumptions have been reviewed.

Define the outcome before looking for a number

A financial proxy is a monetary approximation of an outcome’s value. Begin with what changed for whom, how it was measured and over what period. “Got a job,” “increased earnings” and “improved wellbeing” are related but different outcomes. One convenient wage figure does not represent all three.

Ask affected stakeholders what matters about the change. Social Value International’s valuation guidance emphasizes their preferences when understanding the relative importance of outcomes. A method that values a service provider’s cost change may answer a different question from one that values a participant’s experience.

Write a short specification: “We want to value [defined change] for [stakeholder group], measured in [unit] over [period], for [decision].” If that sentence is unclear, searching a proxy database is premature.

Where can you look for valuation evidence?

Start with the original source or methodology behind a candidate. Useful places to investigate include official statistics and unit-cost publications, peer-reviewed valuation studies, and established valuation resources with accessible methods. A secondary list can help you discover a source, but it should not replace reading it.

The UK Treasury’s Green Book discusses market and non-market valuation approaches, including revealed preference, stated preference and wellbeing valuation. Its wellbeing guidance explains when evidence may support monetization. These are UK appraisal references, not a universal list of SROI proxies or a reason to transplant UK values into another setting.

For any database or published value, check its current methodology, version and permitted use. A screenshot of a number without its conditions is not enough. Save the source location and relevant passage so another reviewer can reproduce the choice.

Use a proxy-selection record

Proxy-selection record
FieldWhat to check
Outcome and stakeholderExact change valued and whose perspective it represents.
Source and methodOriginal publication, relevant passage, study method and limitations.
Unit and periodPer person, event, hour or year; duration and observation window.
ContextPopulation, geography, price year and currency.
AdjustmentsOriginal value, any transformation and the reason for it.
Overlap and exclusionsWhat the value includes and might duplicate elsewhere.
Decision and reviewWhy selected, alternatives, reviewer and version.

Give each approved candidate a source ID and version. Keep the original published value separate from any converted or adjusted value you use. That makes the change visible instead of leaving the reviewer to reconstruct it from a spreadsheet formula.

Worked example: compare candidates for an earnings outcome

The earlier valuation example established employment status, not an earnings gain. For this exercise only, suppose a separate fictional follow-up study now has approved before-and-after earnings records for a defined subgroup and observation period. This additional evidence is invented for teaching; it is not a new finding about a different lesson’s cohort.

Compare the following candidate approaches before inserting a monetary amount:

Fictional comparison: valuing an observed earnings change
CandidateWhat it could supportDecision for this exercise
Reviewed earnings-change recordsObserved monetary change for the measured subgroup and period.Investigate as the direct financial outcome measure; contribution still unresolved.
Typical full-time annual wageA labor-market benchmark with its own population and period.Do not substitute for the subgroup’s actual earnings change.
Wellbeing valuation associated with employmentA different dimension of the employment experience under a specified method.Assess separately; do not assume it is interchangeable or additive.

The selection note could say: “Use the reviewed earnings-change measure for the observed subgroup and period. Do not extrapolate it to everyone with a job-status record. Retain the earnings definition, source references and coverage. Examine contribution separately. Do not add a wellbeing valuation unless it represents a distinct outcome and overlap has been assessed.”

The decision is not that one source is always best. It is that the chosen evidence answers this particular outcome question more directly than the alternatives. A different outcome could require a different method.

Check units, prices and geography

A value per person-year is not interchangeable with a value per event or a one-time change. Before multiplying, confirm the outcome quantity and duration use the same unit. A full-year value should not be applied to a shorter observation period without a justified method.

Record the price year and currency. If conversion or inflation adjustment is needed, document the source, date, method and reason. A currency conversion alone does not make an outcome valuation transferable across countries. Differences in services, incomes, institutions and the meaning of the outcome can matter.

A local source can improve relevance, but location alone is not a quality test. A weak local estimate is not automatically preferable to a rigorous broader study. Explain the tradeoff between method quality and contextual fit, and test a reasonable alternative where uncertainty remains.

Do not replace a missing outcome with a related cost

If the outcome is reduced financial stress, a debt balance and a financial-stress valuation answer different questions. A lower debt balance may help explain the change, but it is not automatically the monetary value of reduced stress.

Similarly, treatment cost, avoided service use and improved health are not synonyms. If your analysis concerns a provider’s resource use, establish that the service-use change occurred and that the selected cost measure fits. Do not label an estimated resource benefit as money actually saved in a budget unless the evidence supports that claim.

When no candidate fits, return to the outcome definition or investigate an appropriate valuation study. Do not reduce a loosely related number by 20% and call the mismatch resolved. The percentage would add another unsupported assumption.

Check what the proxy already includes

A candidate may already reflect aspects of the change counted elsewhere in the map. Before adding values, read the methodology’s treatment of income, wellbeing, health and other related effects. If two rows overlap, record how you will avoid double counting.

Also distinguish the value of an outcome from the share attributable to the activity. Selecting a good proxy does not resolve deadweight, others’ contribution or displacement. Those assumptions remain separate parts of the value map.

Use a “conservatism note” to explain a justified cautious choice, not to defend an arbitrary low figure. A lower number can still misrepresent the outcome, hide material harms or create an inconsistent comparison.

Try it: compare sources without inventing values

Prompt
Evaluate these candidate valuation sources for [outcome, stakeholder, unit, period and decision]. Use only the source documents supplied or sources you can actually inspect. For each candidate, report the value and unit if present, source location, method, population, geography, price year, currency, exclusions and fit with our outcome. Separate published facts from proposed adjustments. Flag inaccessible sources, mismatched outcomes and possible overlap with other map rows. Do not invent a value or fill missing fields. Recommend a candidate only if its fit can be explained; otherwise list the evidence needed.

Check the returned source passages yourself. If the assistant provides an impressive title but cannot show where the value appears, the candidate remains unverified. Use plain statuses such as “ready for review,” “context mismatch” and “source not verified.”

Write the selection note and test an alternative

Keep the approved proxy, rejected alternatives and reasons together. Your note should let a new reviewer understand the decision without repeating the whole search.

  • What outcome and stakeholder does the value represent?
  • Why does this source fit the measure and period?
  • What conversion or adjustment was made, and why?
  • What is excluded or potentially overlapping?
  • Which plausible alternative will you test in sensitivity analysis?
  • Who approved the choice, and when should it be reviewed?

For example, if two defensible valuation choices produce different conclusions, do not hide the less favorable result. Explain the difference and what additional evidence would help resolve it. A sensitivity range describes tested assumptions; it is not automatically a statistical confidence interval.

In a configured Sopact workflow, keep this selection note with the outcome evidence and source documents. Test that your team can retrieve the source and distinguish an approved value from a draft suggestion. The assistant can support review; it does not certify a proxy merely by assigning a green label.

Watch the SROI explanation

Watch the video · 4 minutes 13 seconds. Use the example to identify where a proxy enters the calculation and which assumptions remain separate. The video’s illustrative values are not a substitute for selecting a source that fits your outcome. Browse the video library.

Frequently asked questions

What is a financial proxy in SROI?

A financial proxy is a monetary approximation used to represent an outcome’s value. Its meaning depends on the stakeholder, outcome, unit, method and context. Document those conditions with the source.

Where should financial proxies come from?

Investigate original official publications, valuation research and established resources with documented methods. Check the underlying source and applicability rather than relying on a copied list of values.

Is a published source enough to approve a proxy?

No. Check whether the source values the same outcome for a relevant population and period, uses a suitable method and fits your unit. A credible publication can still be unsuitable for your claim.

Should I always choose the lowest value?

No. Choose a defensible value that fits the outcome and document any cautious assumptions. An arbitrary low value does not repair a mismatch or make an estimate more accurate.

Can I use a proxy from another country?

Only with a justified applicability assessment and any necessary documented adjustments. Currency conversion alone does not address differences in context, population, services or the meaning of the outcome.

Can earnings value and wellbeing value be added?

Not automatically. Read what each method includes and assess overlap. Keep distinct outcomes and stakeholder perspectives clear, and justify aggregation rather than assuming different labels prevent double counting.

What if no suitable proxy is available?

Keep the valuation unresolved, report the material outcome without an unsupported monetary amount, and identify the evidence or valuation work needed. Missing valuation does not mean zero value.

How should I record an approved proxy?

Keep the source, original value, unit, method, population, geography, price year, currency, adjustments, exclusions, rationale, reviewer and version. Preserve rejected alternatives and sensitivity choices where they matter.

Continue to the ratio calculation

related lesson: Calculate the SROI ratio and test its assumptions. Bring the reviewed value map and proxy-selection notes. If the evidence remains too thin, return to the valuation-readiness lesson.

For the final report, use the impact-report writing ebook and explore report examples. Explain the valuation method beside the result.

Lesson revised September 12, 2026. The follow-up study and candidate comparison are fictional teaching exercises, not customer outcomes or recommended proxy amounts.

Return to your course →

Put this guide into practice.

Start with one outcome you need to explain. Define the measure, check who and what the data covers, and keep the evidence behind each claim.

Explore Impact Measurement →
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The method
2
Determinism as a feature: the same question over the same data returns the same answer every run — the opposite of a generic AI chat that drifts.
Anyone who has watched a general AI tool give two different numbers for the same question and needs results they can stand behind.
Design application intake around a defensible decision
Design an Application Process
how-to-design-an-application-process
Grant
Foundation
2
How to Structure Stakeholder Data: Four Common Patterns
Choose your record structure
which-shape-is-your-data
Feedback
Foundation
2
Map the people, observations and relationships your workflow needs before collecting data.
How to Build a Logic Model: Steps, Example and AI Prompt
Build a Logic Model You Can Use
how-to-build-a-logic-model
Reporting
Align
3
How Do You Onboard a Grant or RFP Program?
Onboard a Grant or RFP Program
how-to-onboard-a-grant-rfp-program
Grant
Foundation
3
Turn your theory of change into a data-collection plan
Turn a Theory of Change into a Data-Collection Workflow
theory-of-change-to-data-collection-workflow
Case
Foundation
3
Build a portfolio data dictionary without forcing false comparisons
Map Portfolio Data to Reporting Standards
portfolio-data-dictionary-standards-mapping
Portfolio
Chapters
3
Keep a clear trail from a finding to its evidence
Traceability & Transparency
loop-traceability
Loop
The method
3
Every figure links back to the exact response, note, or document it came from — a full audit trail from headline result to raw evidence.
Teams whose numbers get scrutinized — by funders, boards, auditors, or standards — and who need to answer where did this come from on the spot.
How to Change Survey Questions Without Losing Comparability
Change questions with a clear history
change-questions-without-breaking-the-record
Feedback
Control
3
Create a question-change log and decide how old and new versions should appear in reports.
Programme & MEL leads · Teams whose questionnaire has ossified · Anyone evaluating a platform where configuration is a purchased service
Five Dimensions of Impact: How to Review Your Evidence
Use the Five Dimensions to Test the Evidence
five-dimensions-of-impact
Reporting
Align
4
How Do You Design a Grant Rubric and Eligibility Rules?
Design Your Rubric & Eligibility Rules
grant-rubric-eligibility-rules
Grant
Foundation
4
How to Measure Outcomes Across an Investment or Grant Portfolio
Frame Outcomes Over Outputs at Portfolio Level
frame-outcomes-portfolio-level
Portfolio
Chapters
4
Adapt the learning cycle to your workflow
Flexibility — one method, four workflows
loop-flexibility
Loop
The method
4
The same collect–analyze–improve cycle, shaped to four kinds of impact work — case, grant, portfolio, and feedback — each shown end to end.
Anyone deciding where the Loop fits their work, who wants to see the full path from messy input to a report they can defend.
How to Collect Feedback Offline and Keep Records Connected
Collect offline and reconcile the batch
collect-feedback-offline
Feedback
Connect
4
Build a field protocol and reconcile a test batch across devices, visits and delayed uploads.
Field & multi-site programs · Low-connectivity contexts · Nonprofits collecting in person
How Do You Design an Intake Form for a Baseline?
Design an Intake Form That Captures a Usable Baseline
intake-form-usable-baseline
Case
Nonprofit Track
5
Turn a proposed outcome into a reporting definition
Outcomes vs Outputs
frame-outcomes-over-outputs
Grant
Foundation
5
Impact Due Diligence: Review Evidence Before Investment
Pre-Investment Due Diligence & Screening
pre-investment-due-diligence-screening
Portfolio
Chapters
5
Plan and review your first workflow pilot
The Guarantee — first workflow in 2 months
loop-guarantee
Loop
The method
5
How to Build an Organization Evidence Model
Build the Organization Evidence Model
build-organization-evidence-model
Reporting
Align
5
How to Analyze Documents as Evidence: Sources, Context and Review
Read documents as traceable evidence
read-documents-as-evidence
Feedback
Connect
5
Create a document register and reviewed findings with source locations, context and explicit exceptions.
How to Clean Open-Ended Survey Responses Without Losing Meaning
Clean responses and define the denominator
clean-open-ended-survey-responses
Feedback
Clean
6
Create a cleaning log, response-status table and reproducible report statement.
How to Review Participant Support Needs Mid-Program
Spot At-Risk Participants Mid-Program
spot-at-risk-participants-mid-program
Case
Nonprofit Track
6
How to Write a Nonprofit Grant Application: Template and Example
Grant Application for Nonprofits
grant-application-for-nonprofit-organizations
Grant
Foundation
6
Design quarterly portfolio reporting that investees can complete
Collect Investee Reporting Without Repeated Rework
collect-investee-reporting-without-burden
Portfolio
Chapters
6
How to Build a Funder Context Profile: Research to Reporting
Build a Sourced Funder Context Profile
build-funder-context-profile
Reporting
Align
6
How Do You Measure Change at Exit?
Measure Change at Exit (Not Just Completion)
measure-change-at-exit
Case
Nonprofit Track
7
How Do You Collect Applications Clean at the Source?
Collect Applications Clean at the Source
collect-applications-clean-at-source
Grant
Collect
7
How to Follow Up on Missing Investee Data
How to Follow Up on Missing Investee Data
chase-missing-investee-data
Portfolio
Chapters
7
How to Analyze Multilingual Feedback and Evaluate Software
Analyze and review multilingual feedback
analyze-multilingual-feedback
Feedback
Clean
7
Build a language review sheet and test software on original responses, translations, codes and reporting bases.
Multi-country programs · Multilingual survey data · Global networks & chapters
How to Define Impact Metrics Your Team and Funder Can Use
Define Measures the Organization and Funder Can Both Use
define-impact-metrics-funders-want
Reporting
Align
7
Survey Attrition in Longitudinal Studies: Track Missing Waves
Track missing waves and matched outcomes
survey-attrition-longitudinal-studies
Feedback
Read
8
Build a wave-status register, compare response groups and report paired change with coverage and limitations.
How to Use Mentor Notes to Review Participant Support
Use mentor notes for support review
mentor-notes-early-warning
Case
Nonprofit Track
8
How Do You Reduce Applicant Burden?
Reduce Applicant Burden
reduce-applicant-burden-auto-clarification
Grant
Collect
8
Find inconsistencies in portfolio returns before reporting
Analyze Investee Reports Across Sources
read-investee-reports-multi-signal
Portfolio
Chapters
8
Impact Metric Definitions: A Practical Worksheet and Example
Give Every Number One Definition
one-definition-for-every-number
Reporting
Define
8
How to Connect Quantitative and Qualitative Survey Data
Connect scores and comments
connect-quantitative-qualitative-survey-data
Feedback
Read
9
Build a linked analysis view and joint display, with clear groups, reporting bases and evidence limits.
How to Calculate SROI as New Evidence Arrives
Calculate SROI — Live, Sourced, and Honest
calculate-sroi-live
Case
Nonprofit Track
9
How to Collect Grantee Reports with Less Burden
Collect Grantee Reports Without Burden
collect-grantee-reporting-without-burden
Grant
Collect
9
Keep company, investment and reporting history connected
Track Results Against the Impact Agreement
track-investees-impact-agreement-variance
Portfolio
Chapters
9
Turn Reporting Requirements into Evidence: A Practical Mapping Guide
Turn Requirements Into Collectable Evidence
turn-reporting-requirements-into-evidence
Reporting
Define
9
Connect baseline, follow-up and different rater perspectives
Analyze pre, mid and post surveys
analyze-pre-mid-post-survey-data
Feedback
Read
10
Build a matched pre/mid/post analysis, interpret score movement and retain clear rules for missing waves.
How to Report a Job-Training Program to Grant Funders
Turn a Cohort into a Funder Impact Report
job-training-grant-impact-report
Case
Nonprofit Track
10
How to Follow Up on Missing Grantee Data
Chase Missing Grantee Data
chase-missing-grantee-data
Grant
Collect
10
How to Build Useful Portfolio Impact Monitoring Alerts
Build Useful Portfolio Impact Alerts
portfolio-risk-monitoring-alerts
Portfolio
Chapters
10
How to Collect Clean Data Inside Your Workflow
Collect Clean Evidence Inside the Workflow
collect-clean-data-at-the-source
Reporting
Embed
10
How to Analyze Longitudinal Survey Data
Analyze longitudinal survey data
analyze-longitudinal-survey-data
Feedback
Read
11
Build a continuing analysis record with clear time scales, observed trajectories and limits.
How to Turn a Job Description into a Requirements Checklist
Clarify employer requirements
job-description-requirements-checklist
Case
Social Enterprise Track
11
Review applications with evidence, clear criteria and human judgment
Review Without Reviewer Bias
review-applications-without-reviewer-bias
Grant
Analyze
11
How to Ask AI Questions About Your Portfolio Data
Ask AI Questions About Portfolio Data
ask-your-portfolio-anything
Portfolio
Chapters
11
How to Keep Impact Reporting Numbers Consistent
Get Stable Results From Governed Data
same-numbers-every-time
Reporting
Read
11
How Do You Analyze a Batch of Grant Applications?
Analyze a Whole Round
how-to-analyze-a-batch-of-grant-applications
Grant
Analyze
12
How to Measure Outcome Duration and Drop-Off
Measure outcome duration and drop-off
measure-outcome-duration-drop-off
Feedback
Read
12
Build a dated outcome claim, distinguish missingness from outcome loss and test forecast assumptions.
How to Score Candidate–Role Matches with a Clear Rubric
Review candidate–role evidence
score-candidate-role-matches-without-bias
Case
Social Enterprise Track
12
Evidence Traceability: Link Every Report Claim to Its Source
Trace Every Result Back to Its Evidence
where-every-number-came-from
Reporting
Read
12
How Do You Roll Up a Grant Portfolio?
Aggregate Outcomes Across a Grant Portfolio
how-to-roll-up-a-grant-portfolio
Portfolio
Chapters
13
How to Report Job Placements to Impact Investors
Turn a Cohort into a Social-Enterprise Investor Report
job-placement-investor-impact-report
Case
Social Enterprise Track
13
How Do You Track Reviewer Conflicts of Interest?
Track Reviewer Conflicts of Interest
track-conflicts-of-interest-audit
Grant
Analyze
13
How to Write a Donor Report: Format, Evidence and Example
Design a Report for a Real Funding Decision
donor-report-funders-trust
Reporting
Decide
13
Build a report brief and claim-and-evidence table before drafting. Explain delivery, outcomes, spending, limitations and next actions.
Program managers, grant leads and reporting teams
AI Data Access Controls: What Your Assistant May See
Control what the assistant can access
what-the-assistant-may-see
Feedback
Prove
13
Define task-specific access, test synthetic records and verify report-sharing boundaries.
How to Write an Evidence-Based Impact Narrative
Write a cited impact narrative
impact-narrative-funder-report-cited
Feedback
Prove
14
Build and check a report paragraph using a claim-and-source table, appropriate quotations and clear limitations.
How Do You Read a Grantee Report?
Read a Grantee Report
read-grantee-report-multi-signal
Grant
Analyze
14
How to Use SROI Across a Portfolio Without Double Counting
Use SROI Across a Portfolio
monetize-impact-sroi-across-levels
Portfolio
Chapters
14
How to Write a Funder Report with AI—and Check It
Generate the Audience-Specific Report From Evidence
assistant-writes-the-funder-report
Reporting
Decide
14
Draft from approved sources, check the claims, and save an accountable report version. Bring the brief from the previous lesson.
Program managers, grant leads and reporting teams
How Do You Compute Grantee Variance?
Compute Grantee Variance
how-to-compute-grantee-variance
Grant
Analyze
15
When Is a Monetary Value on Social Impact Credible?
Add a Credible Dollar Value With SROI
credible-dollar-value-on-impact
Reporting
Optional method
15
Prepare a valuation brief. Decide what the evidence supports, what needs more work, and when an outcome account is enough.
Program, evaluation and investment teams considering social-value estimates
Keep a person’s history connected across programs and staff changes
Follow one person over time
one-person-followed-for-years
Feedback
Shapes
15
Build a participant record that preserves episodes, dates, versions and missingness across repeated collection.
How Do You Build an SROI Value Map?
Build an SROI Value Map
how-to-build-an-sroi-value-map
Reporting
Optional method
16
Build a first value map, keep missing evidence visible, and give each unresolved outcome a next action.
Evaluation, program and investment teams preparing an SROI analysis
How Do You Track Budget and Actual Spend?
Track Budget vs Actual Spend
how-to-track-budget-invoices-actual-spend
Grant
Analyze
16
Multi-Rater Feedback: Connect Perspectives and Protect Context
Connect several perspectives on one person
several-people-describing-one-person
Feedback
Shapes
16
Design subject-rater relationships, reporting rules and a tested multi-perspective feedback record.
How Do You Pick a Financial Proxy for SROI?
Pick a Defensible Financial Proxy
how-to-pick-a-financial-proxy-for-sroi
Reporting
Optional method
17
Compare candidate valuation sources and document why one fits your outcome, stakeholder and reporting period.
Evaluation and reporting teams selecting financial proxies
How Do You Analyze Grantee Reporting Longitudinally?
Analyze Grantee Reporting Over Time
analyze-grantee-reporting-longitudinal
Grant
Analyze
17
How Do You Compare Investees When Each One Defines Its Metrics Differently?
Compare & Benchmark Investees
compare-benchmark-investees
Portfolio
Chapters
17
Cross-Program Reporting: Combine Results Without Losing Meaning
Combine evidence across programs
many-programs-one-picture
Feedback
Shapes
17
Build a defensible cross-program result with comparable measures, correct denominators and documented exclusions.
How Do You Calculate the SROI Ratio?
Calculate the SROI Ratio With a Range
how-to-calculate-the-sroi-ratio
Reporting
Optional method
18
Build a reproducible SROI calculation, test its assumptions and explain the result in a reviewed report.
Evaluation and reporting teams reviewing an SROI calculation
How to Read Form 990 for a Grant Review
Read a 990 for Compliance
how-to-read-a-990-for-compliance
Grant
Analyze
18
How Do You Build Dashboards and Compliance Reports?
Build Dashboards and Reviewed Reports
dashboards-sroi-compliance-reports
Portfolio
Chapters
18
Plan evidence collection across your network
Run a member-network survey
member-network-survey
Feedback
Shapes
18
Design and test a member reporting cycle with continuing records, coverage checks and authorized results.
Ask Your Whole Grant Round Anything (Assistant + MCP)
Ask Your Whole Grant Round Anything
ask-your-grant-round-anything
Grant
Analyze
19
Produce portfolio reports that trace back to approved evidence
Produce the LP and Board Impact Report
portfolio-lp-board-impact-report
Portfolio
Chapters
19
How Do You Build a Grant Audit Trail?
Build a Grant Audit Trail
grant-audit-compliance-trail
Grant
Communicate
20
How Do You Connect Your Stack Without Lock-In?
Connect Systems and Test Data Portability
portfolio-connect-your-stack
Portfolio
Chapters
20
How Do You Produce Grant Compliance Reports?
Produce Compliance Reports
grant-compliance-regulatory-reports
Grant
Communicate
21
How Do You Roll Grantees Into a Board Report?
Roll Grantees Into a Board Report
roll-grantees-funder-board-report
Grant
Communicate
22
How Do You Build Grant Dashboards and Maps?
Grant Dashboards & Maps
grant-dashboards-geographic-mapping
Grant
Communicate
23