Welcome to the demo

Pick a focus area to explore. Each scenario is a fictional nonprofit, and you'll see the platform through the eyes of its Executive Director — no sign-up needed.

Illustrative demo — sample data

Welcome back, Maya 👋

Unified analytics across your Pantry Network, School Meals, Senior Nutrition, SNAP Outreach, and Education programs.

People Served (YTD)

1.2M

↑ 12.3% vs. prior quarter

Reports Generated (YTD)

847

↑ 34% vs. same period LY

Active Program Sites

712

↑ 8 new since last month

Product Suite

✦

Dorothy

AI Reports Agent — generate automated, AI-powered data reports from natural language

⬡

DataHub

Central data management portal for all program data assets

⟳

DataFlow

Automated data pipelines — ingest, clean, and standardize

📊

Insights Dash

Self-serve analytics dashboards with real-time data freshness

📄

StoryCraft

Automated narrative reporting — grant-ready documents in minutes

🏛

PolicyPulse

Policy & community insights, sentiment analysis, trend monitoring

Monthly Service Volume — All Programs (2025)

Service Mix by Program

1.2M

served

Pantry Network 33% School Meals 24% Senior Nutrition 19% SNAP Outreach 14% Mobile & Education 10%

Data refreshed: Apr 11, 2026 08:14 AM ET

Data Love AI

Your personal, AI Data Officer.

Hi Maya! 👋

I'm glad to help you shape your data analysis report.

To get started, can you tell me — in your own words — what kind of topic or question you want the report to address? It can be broad or specific, for example a business performance issue, a social or policy topic, trends over time, comparisons between groups, or something else entirely.

Once you share that, I can help you think through useful metrics, time frames, locations, or comparisons, and make sure the report is clear and actionable.

Pipeline Status

1

1. Report Planning

Parse instruction, define sections, scope & metrics

Waiting

2

2. Data Intent Generation

Generate structured intents per section

Waiting

3

3. SQL Generation

Embeddings → table narrowing → SQL

Waiting

4

4. Data Summarization

Totals, extremes, trends, deltas

Waiting

5

5. Insight Generation

Narrative from summaries only

Waiting

6

6. Chart Specification

LLM defines chart types

Waiting

7

7. Report Assembly

HTML + charts + tables → PDF

Waiting

Human-in-the-Loop Review

Review and approve data intents before Dorothy proceeds with SQL generation and analysis.

Review: Survey Design

Data Intent

Quantify the overall structure and participation characteristics of the survey by measuring total completed responses, how responses accumulated over time, coverage and participation across survey questions, and the breadth of respondent locations represented.

🎯 Data Intents 5

1 total_response_count ⌄

Grain: overallFilters: none — include complete and partial

2 cumulative_response_percentage ⌄

Grain: per response dateFilters: response_completion_status: all

3 question_response_rate ⌄

Grain: per survey questionFilters: include partial responses

4 distinct_question_count ⌄

Grain: overall

5 distinct_location_count ⌄

Grain: overall

Neighbor Experience Survey — Participation Analysis

🗂️ Program: Pantry Network 📅 Generated: April 11, 2026 📊 Data source: warehouse.curated.survey_neighbor_experience 🔒 Includes partial responses

1. Survey Design & Participation Overview

The Neighbor Experience Survey received 4,217 total responses across 32 distinct questions. Of these, 2,891 (68.6%) were complete submissions and 1,326 (31.4%) were partial responses. Respondents represented 147 unique locations across all five service districts.

💡 Including partial responses increases the analyzable sample by 45.9%, providing substantially broader coverage of respondent perspectives.

Metric	Value
Total Responses	4,217
Complete Responses	2,891 (68.6%)
Partial Responses	1,326 (31.4%)
Distinct Questions	32
Distinct Locations	147
Survey Period	Sep 15 – Dec 20, 2025

2. Response Accumulation Over Time

Responses accumulated steadily, with a notable acceleration in mid-October following a targeted outreach push. The cumulative response rate reached 50% by October 18 and 90% by November 28.

3. Geographic Participation

The North District accounted for the largest share of responses (31.2%), consistent with the district's higher concentration of food pantry locations on the reservation system. The West District showed the highest completion rate at 74.1%, while the South District had the lowest response volume but highest per-pantry participation.

District	Responses	% of Total	Completion Rate
North	1,316	31.2%	66.3%
East	1,055	25.0%	69.8%
Central	802	19.0%	71.2%
West	676	16.0%	74.1%
South	368	8.7%	63.9%

4. Question-Level Response Rates

Early survey questions (Q1–Q8) maintained response rates above 90%, indicating strong initial engagement. Drop-off was most pronounced between Q18 and Q24, where rates fell below 65% — suggesting these questions may benefit from repositioning or simplification in future survey iterations.

💡 Data limitation: Question-level rates reflect the proportion of respondents who reached each question, not skip patterns. Some partial responders may have exited mid-survey rather than skipping specific questions.

DataHub

Central workspace for data across every program. Manage connections, monitor pipelines, and explore your unified schema.

⬡

Pantry Network Operations

Connected

Private database · 6 tables · Last sync: Today 08:14 AM
Visit records, household demographics, pantry locations, reservation history

🎒

School Meals & Backpack

Connected

Private database · 4 tables · Last sync: Today 06:00 AM
School-site distributions, weekend backpack enrollment, attendance rosters

👵

Senior Nutrition System

Connected

Private database · 3 tables · Last sync: Today 05:30 AM
Home-delivered meals, congregate dining sites, client intake records

📋

SNAP Outreach Tracker

Connected

Private database · 3 tables · Last sync: Today 08:14 AM
Enrollment sessions, application outcomes, recertification follow-ups

📝

Survey Platform

Connected

External survey tool · 4 surveys ingested · Last sync: Today 08:14 AM
Surveys: Neighbor Experience, Pantry Travel, School Family Pulse, Senior Wellness

📊

Public Data (Census + SDOH)

Connected

Pre-integrated public datasets · Last sync: Apr 01, 2026
Census ACS demographics + AHRQ Social Determinants of Health, tract-level

Schema Explorer — warehouse.curated

Table	Program	Rows	Last Updated	Description
pantry_visits	Pantry Network	2,418,306	Apr 11, 2026	Individual pantry visit records with timestamps and locations
pantry_households	Pantry Network	1,204,818	Apr 11, 2026	Composite household demographics per visit
pantry_locations	Pantry Network	612	Apr 10, 2026	Pantry sites: hours, services, district mapping
school_meal_distributions	School Meals	89,432	Apr 11, 2026	Daily school-site distribution counts (breakfast, lunch, backpack)
school_meal_recipients	School Meals	14,208	Apr 11, 2026	Enrolled students with eligibility and dietary flags
senior_meals_delivered	Senior Nutrition	156,743	Apr 11, 2026	Home-delivered & congregate meal records
snap_enrollment_sessions	SNAP Outreach	8,917	Apr 11, 2026	Application support sessions with outcome status
unified_clients	Cross-program	198,604	Apr 11, 2026	De-duplicated client identity across all programs
survey_neighbor_experience	Pantry Network	4,217	Apr 10, 2026	Neighbor Experience Survey responses
survey_pantry_travel	Pantry Network	1,842	Apr 10, 2026	Pantry Travel Survey with Member Pass linkage

Insights Dash

Self-serve analytics across every program with real-time data freshness. Filter by program, time range, or district.

Weekly Service Volume

Service interactions across all programs

Updated today at 08:14 AM ET

Unique Recipients (Monthly Trend)

Distinct people served by at least one program

Updated today at 08:14 AM ET

Household Size — Pantry Network

Composite demographics — where the food went

Updated today at 08:14 AM ET

Survey Response Tracker

Neighbor Experience Survey · Pantry Network

Updated today at 08:14 AM ET

68.6%

2,891 complete / 4,217 total (incl. partial)

Data refreshed: Apr 11, 2026 08:14 AM ET

StoryCraft

Automated narrative reporting — transform analytics into stakeholder-ready documents.

Quarterly Program Report: Pantry Network — Q1 2026

Prepared for: Regional Food Policy Office · April 2026

Executive Summary

Across our five core programs, we served approximately 1.2 million people in Q1 2026 — a 12.3% increase over Q4 2025. This report focuses on the Pantry Network, which accounted for 33% of total service volume with approximately 618,000 visits across 612 active pantry sites. The North District continued to account for the largest share of pantry activity (31.2%), while the West District showed the strongest quarter-over-quarter growth at 18.4%.

Key Findings

Average household size among pantry visitors remained stable at 3.2 members, consistent with prior quarters. The Neighbor Experience Survey, which concluded in December 2025 with 4,217 responses, revealed that 76% of respondents used our pantry reservation system as their primary method for locating food assistance — up from 62% in the 2024 survey cycle. Cross-program analysis (forthcoming) will examine how Pantry Network households also engaged with School Meals, Senior Nutrition, and SNAP Outreach.

Data Limitations

This analysis reflects operational data from the Pantry Network only. Activity from our School Meals, Senior Nutrition, SNAP Outreach, and Mobile & Education programs is covered in separate program reports. Survey data includes both complete and partial responses; question-level response rates vary as described in the Participation Analysis report.