Sopact is a technology based social enterprise committed to helping organizations measure impact by directly involving their stakeholders.
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Nonprofit Program Intelligence
Right now, your theory of change lives in a Google Doc. Survey data is in Airtable. Financial reports arrive as PDFs. Qualitative notes sit in Excel. And two different teams are translating the same field data. Sopact unifies every data source — surveys, documents, interviews, offline collection — into one intelligence layer that generates program reports in minutes, not months.
Youth_Program_Survey_Q3_Airtable.csv
Stale
Theory_of_Change_v4_FINAL_revised.docx
Field_Notes_Nairobi_translated_ES.xlsx
Unread
Partner_A_Financials_Q2_2024.pdf
Late
Offline_KoboToolbox_submissions_batch7.xml
Beneficiary_Interview_Transcript_PT.docx
Unread
RE: Missing metrics — follow up needed
80%
of staff time spent on data cleanup. Funder report is due in 2 weeks.
4 min
AI codes 1,000 qualitative responses — was 3 months of consultant time
0
Manual data reconciliation between systems — unique IDs do it
95%
Of program context used for learning — not just the 5% that fits a dashboard
40+
Languages supported — collection, analysis, and reporting in any language
40+
Languages supported — collection, analysis, and reporting in any language
Skill 01
Theory of Change
Logic models, logframes, IRIS+ mapping — built from interviews
Skill 02
Data Collection
Surveys, offline, multi-language, file uploads, unique IDs
Skill 03
AI Analysis
Intelligent Cell, qualitative coding, sentiment, rubric scoring
Skill 04
Continuous Reporting
Funder reports, board decks, partner dashboards — minutes not months
Skill 05
System Integration
HubSpot, Airtable, Salesforce, KoboToolbox, BigQuery via MCP + API
The real problem
Your theory of change was built by a consultant. Your surveys are in Airtable. Your field data comes in offline. Your qualitative team and quantitative team never see each other's work. By the time findings are triangulated into a report, the program has moved on.
Month 1 — Program Start
Theory of change finalized in a Google Doc
A consultant built the logframe. Your team inherited it. Nobody mapped it to actual data collection instruments. The metrics you committed to funders are disconnected from what the field team collects.
Month 3 — Data Arrives
Two teams collecting data separately — quant in Airtable, qual in Word docs
The field team collected offline surveys on KoboToolbox. The M&E lead has pre/post assessments in Excel. Interview transcripts are in Portuguese. Nobody has a shared participant ID across these systems.
Month 5 — Translation Bottleneck
Qualitative responses need translating before anyone can read them
Beneficiary interviews were in Swahili and Portuguese. One team translates for the quant analysis. Another translates for the narrative report. Neither knows the other is doing it. Three weeks lost.
Month 9 — Funder Report Due
Data exported, cleaned, re-cleaned, merged, and assembled by hand
The funder wants outcomes aligned to the theory of change. Your data sits in four systems. Nobody has read the 200 open-ended responses. The report arrives 3 months late.
With Sopact
All of the above — handled from one platform, continuously.
Theory of change built from interviews. Data collected with unique IDs. Qualitative responses coded in 4 minutes. Reports generated in any language. Funder report ready before anyone asks for it.
How Sopact works for nonprofit programs
Three phases that compound on each other. Every stage inherits everything from the stage before. No context resets. No starting over.
01
Program Design
Phase 01 — Theory of Change + Data Dictionary
Build your logic model from interviews — not consultant workshops.
Traditional M&E starts with a consultant building a logframe disconnected from your data collection. Sopact starts with a conversation. Upload an interview transcript, a program description, or existing documents — Sopact generates a logic model, maps IRIS+ indicators, and creates a shared data dictionary.
↓ Sopact synthesizes
↓ Output
↓ Theory of Change becomes the scoring template for all data
02
Data Collection
Phase 02 — Unified Collection + Unique IDs
Every participant, every touchpoint, one ID — surveys, interviews, and offline data unified at source.
Every contact gets a persistent unique ID the moment they enter the system. Pre-assessments, mid-program check-ins, post-program evaluations, interview transcripts, financial reports, and offline field data — all linked to that ID automatically. No VLOOKUP nightmares. No post-hoc matching.
↓ Unique ID links everything
↓ Output
↓ Every data point scored against Theory of Change commitments
03
Continuous Intel
Phase 03 — AI Analysis + Continuous Reporting
Reports in minutes. Learning daily. Not reporting annually.
As data arrives — from partners, from beneficiaries, from field workers — Sopact’s Intelligent Cell codes qualitative responses, extracts themes, flags anomalies, and cross-references against the Theory of Change. Reports generate in any language. Board decks, funder reports, partner dashboards — all from the same data, all in minutes.
↓ Scored against TOC
↓ Output
Data Integration Layer · Your Systems Stay Intact
Your program data already lives across Airtable, Salesforce, KoboToolbox, Google Sheets, and HubSpot. Sopact reads data from your existing systems via MCP, API, Zapier, or direct import — so every insight is grounded in data your team already collects.
Most nonprofits operate across fragmented systems — one tool for surveys, another for case management, spreadsheets for metrics, and email for everything else. Sopact pulls your program data from existing tools, layers in document intelligence and qualitative analysis, and generates reports aligned to your theory of change.
No rip-and-replace. No new data entry. Your field teams keep their tools. Your M&E team gets unified intelligence.
↓ MCP · API · Zapier · CSV Import
Featured · MCP Native
Donor management + LP comms · Contact sync via MCP · Pipeline + engagement data · Auto-update Sopact contacts
✓ MCP · Live
Most common · M&E Teams
Survey data + program tracking · MCP server integration · Import existing bases · Migrate with zero data loss
MCP
Large INGO · Foundation
Constituent management · Grant tracking + reporting · Program enrollment records · REST API + Zapier connector
API + Zapier
Field Data · Offline
Offline mobile data collection · Import submissions directly · Field-to-Sopact pipeline · Unique IDs mapped on import
Import + API
Survey · Research
Enterprise survey platforms. Import response data via CSV or API. Replace with Sopact’s built-in surveys for AI-native analysis.
Indicator Tracking
Indicator-focused M&E platforms. Export metrics to Sopact to add qualitative context and AI analysis that these tools lack.
Data Warehouse
For organizations with existing data infrastructure. Sopact connects via API to pull transactional data and layer intelligence.
Communication
Partner reports arriving via email? Convert email attachments into structured data using Sopact’s chatbot and MCP integrations.
Documents
Program documents, financial PDFs, narrative reports. Upload directly or connect via API. Sopact reads 100+ page documents.
Program-Specific
Meal distribution, school attendance, case management systems. Connect via API or webhook to pull operational data.
BI · Visualization
Keep your dashboards. Sopact generates the clean, unified data that feeds them — eliminating the 80% cleanup problem upstream.
Grants + Compliance
Grant management platforms. Sopact-generated reports export directly as funder deliverables — no manual reformatting needed.
What this unlocks
Nonprofits lose months per cycle manually moving data between systems. Sopact eliminates that assembly line. Your existing tools provide raw data. Sopact adds intelligence — unique IDs, AI analysis, theory of change alignment. Reports generate in minutes. No new software for your field teams. No new data entry. No rip and replace.
Automated outputs
📊 Program Impact Report
Full Theory of Change update — what changed, who experienced it, how much, contribution evidence, risks. Quantitative metrics + qualitative themes unified in one narrative.
❗ Missing Data Alert
Which partners haven’t submitted, which fields are incomplete, which beneficiary cohorts have gaps — flagged the day data is due, not discovered during report assembly.
📉 Outcome Variance Report
Programs tracking below committed outcomes, with root cause extracted from qualitative data. Where dropout is happening, why confidence scores dipped.
🔔 Qualitative Themes Report
AI-coded open-ended responses — sentiment analysis, theme extraction, beneficiary voice at scale. What 1,000 people actually said, synthesized in 4 minutes.
⚠️ Early Warning Report
Enrollment dropout signals, participation anomalies, partner performance flags. Surfaced as data arrives — not discovered at end-of-year evaluation.
📬 Partner + Board Summary
Executive narrative formatted for your board deck, your funder quarterly packet, and individual partner feedback. Evidence-backed, multi-language, generated in minutes.
All six reports generated from the same unified data. Your funders get evidence-backed narratives. Your board gets a clear picture. Your partners get actionable feedback.
What makes this different
Every other M&E tool resets at each stage — new context, new exports, new analysts starting from zero. Sopact carries the full program record forward from program design through multi-year evaluation.
01
Program Design
02
Data Collection
03
Quarterly Analysis
04
Year 2+ Evaluation
Qualitative Intelligence
Beneficiary Tracking
Partner Intelligence
Context Known
5%
30%
65%
95%
Why Sopact beats the alternatives
01 — Clean at Source
Every participant gets one ID at first contact. Every survey, transcript, assessment, and file upload links to that ID automatically. No manual matching. No CSV merging. Data arrives clean because the architecture prevents fragmentation.
Without Sopact: Your M&E team spends 80% of their time reconciling data across Airtable, Excel, and KoboToolbox exports. By the time it’s clean, the program has moved on.
02 — Qual + Quant Unified
Sopact’s Intelligent Cell codes open-ended responses, extracts themes, and cross-tabulates them against quantitative metrics — automatically. 1,000 responses themed in 4 minutes. No separate NVivo workstream. No consultant fee.
Without Sopact: Quant team runs numbers. Qual team hires a consultant to code themes in NVivo — 3 months later. The two workstreams never meet. The funder report tells half the story.
03 — Multi-Language Pipeline
Data collection, AI analysis, and report generation all support 40+ languages natively. Field workers collect in local language. Sopact translates, codes, and themes automatically. Reports generate in any language the funder needs.
Without Sopact: Two teams translate the same field data separately. One for quant analysis. One for the narrative report. Neither knows the other is doing it. Three weeks wasted.
04 — DIY, Not Consultant-Dependent
Your M&E lead writes prompts in plain English to define rubrics, scoring rules, and analysis templates. Start with two questions. Iterate. Build reports without a single line of code. The system empowers your team to learn from data daily.
Without Sopact: You hire a consultant for $15,000 to build a Power BI dashboard from a data extract. It arrives 6 months later. Nobody on the team can update it. The cycle repeats.
“I added two more trial prompts to the Ikaya project, and I am absolutely astonished at what the system can do. And I’ve only just started.”
Marco Botha, CEO
Open Play Foundation · Stellenbosch, South Africa
4 min
1,000 qualitative responses coded. Was 3 months of consultant time.
10,000+
Stakeholder voices collected + analyzed. The King Center — Atlanta, GA.
1 session
To get started. After that, teams run it independently.
“Discovering automated insights was a game-changer. Now our team can get instant insight from all the qualitative and quantitative data without technical knowledge or analysis time.”
Impact Measurement Team
The King Center · Atlanta, GA — 7 programs, 600,000+ students reached
“Our data is scattered across Excel, PDFs, PowerPoints, and kitchen operation records. We need to consolidate into a single system to generate insights and measure impact.”
Nixon, Impact Measurement Lead
Food for Education · Kenya — 10,000+ farmers, school feeding programs
Drop us one program’s data — a survey export, a partner report, a beneficiary transcript, whatever you have. Sopact reads it, builds a theory of change, codes the qualitative data, and shows you the intelligence it would generate across your full portfolio. No setup, no implementation, no waiting.
See it with your data →20-minute live session · Your program, your data · Immediate results