🌍 Built for NGOs & Research Organisations

M&E Data Platform

Collect from KoboToolbox or JotForm, visualise instantly, and unlock AI-powered thematic analysis — all in one secure dashboard.

🔐 Login for Full Access ⚡ Try Guest Pull (No Login)

Guest pulls are session-limited · No account required to explore

Everything your M&E team needs

From data collection to AI analysis — no spreadsheets required.

📥
KoboToolbox Sync

Connect any KoboToolbox form with your API token. Submissions sync automatically via Celery — paginated, delta-aware, and collision-safe across projects.

  • ✅ Unlimited submissions
  • ✅ XLSForm question labels preserved
  • ✅ Background auto-sync
📋
JotForm Integration

Pull any JotForm submission set using your API key. Supports matrix questions, file uploads, signatures, GPS, and all complex field types.

  • ✅ All question types supported
  • ✅ File & image link rendering
  • ✅ Guest pull (no login required)
📊
Rich Visualisations

Compare up to 6 questions side-by-side. Bar, column, pie, histogram, box plot, and interactive word clouds — all powered by Plotly.

  • ✅ Live filter by any field
  • ✅ Date range filtering
  • ✅ Export-ready charts
⚡
Fast AI Analysis (ST)

Sentence-Transformers + KMeans clustering analyses open-text responses in seconds. Surfaces themes, keywords, and sentiment — no GPU required.

  • ✅ Handles 500+ responses
  • ✅ Sentiment scoring
  • ✅ Results in 5–15 seconds
🦙
Deep LLM Analysis

Local GGUF models (Mistral 7B, Phi-3, Llama 3) read and understand text. Returns named themes, prose insights, key findings, and representative quotes.

  • ✅ Runs fully on-server (no API keys)
  • ✅ Superuser assigns models per user
  • ✅ Daily usage limits
🏢
M&E Management

Role-based access: Superusers, M&E Managers, Finance roles, and Viewers. Superusers assign engines, models, daily limits, and project visibility per user.

  • ✅ Per-user project access control
  • ✅ AI engine assignment
  • ✅ Finance dashboard integration

How it works

1
Connect your form

Paste your KoboToolbox or JotForm API credentials. We sync everything automatically.

2
Explore your data

Filter by any field, date range, or category. Charts update instantly.

3
Run AI analysis

Select any open-text question. Get themes, sentiment, and insights in seconds.

4
Share & report

Assign project access to stakeholders. Each person sees only what they need.

Try it right now — no account needed

Paste your KoboToolbox or JotForm credentials and explore your data instantly. Sessions last 15 minutes, up to 3 pulls.

⚡ Kobo Guest Pull 📋 JotForm Guest Pull

Want full access for your organisation?

Contact us to set up your organisation, import your forms, and train your team.

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