SERVICES
End-to-end evidence support.
Flexible research, data and learning services shaped around your questions, decisions, timeline and operating context.
DATA
Our Core Data Services
We combine deep local field expertise with advanced digital infrastructure to execute high-quality data collection across Ethiopia.
Field & Remote Data Collection
We deploy highly experienced, multilingual interviewers who understand local languages and cultural contexts. Our field teams are equipped for both urban and remote data gathering.
Quantitative surveys: Scalable face-to-face data collection using structured, rigorous instruments.
Qualitative fieldwork: In-depth interviews, KIIs, FGDs and community dialogues led by skilled facilitators.
Phone surveys (CATI): High-efficiency remote data collection through telephonic interviewing infrastructure.
Digital Programming & Real-Time Quality Control
We transform paper instruments into digital pipelines optimized for Android, tablet and web deployment.
Advanced scripting: Custom programming using SurveyCTO or ODK-based frameworks with built-in logic and constraints.
Live quality monitoring: Real-time progress tracking and automated data-quality checks to address field errors promptly.
Secure cloud infrastructure: Encrypted data transmission and storage aligned with international data-security standards.
Full-Lifecycle Survey Implementation
From the initial hypothesis to the final report, we handle the complex logistics of large-scale evaluations.
Methodological design: Rigorous sampling strategies, sample-size calculations and research-framework development.
Exploratory and evaluative research: End-to-end delivery of exploratory studies and baseline, midline and endline evaluations.
Mixed-methods approach: Integration of qualitative insights and quantitative metrics for a holistic understanding of programme impact.
EMERGING TECHNOLOGY
On-Demand Human Data Pipelines for Multimodal AI
High-fidelity, ethically sourced field data for next-generation conversational and expressive AI.
We build and manage the specialized human-data pipelines required to train global machine-learning models. Operating directly in Ethiopia, we help address the lack of high-fidelity, culturally diverse and ethnically representative training datasets.
Ethical participant sourcing: Onboarding and managing diverse participant pools under clear legal and ethical consent frameworks.
High-fidelity field operations: Standardized hardware and localized environments for clean, uniform facial-expression, audio and gesture data.
ML-ready data delivery: End-to-end field logistics and structured, high-integrity datasets prepared for algorithmic ingestion.
TEST & VALIDATE
From Inquiry to Insight.
We help clients test concepts through rigorous market-feasibility and pilot studies. By auditing research methods and stress-testing instruments in the field, we reduce bias and data noise so projects yield clean, reliable and actionable insights.
Precision pilots in real-world settings
Rapid, well-designed pilots reveal how questions, assumptions and delivery processes perform before resources are committed to full implementation.
Commercial Insight
For Private Sector Clients
We stress-test your market assumptions before you invest. Validate high-stakes ideas through rapid market-feasibility and pilot studies.
- Refine assumptions: Remove bias and optimize questions around the metrics that drive decisions.
- Test feasibility: Check real-world customer response before committing to a full launch.
- Validate at scale: Filter noise, speeders and bots to establish a reliable data foundation.
Research Integrity
For Academics & NGOs
We validate research instruments before full-scale deployment. Secure your methodology through instrument validation, psychometric testing and field pilots.
- Refine assumptions: Conduct cognitive auditing and bias mitigation for conceptual clarity and construct validity.
- Test feasibility: Assess response distributions, item-response behaviour and logistical pipelines.
- Validate the data: Apply robust cleansing protocols to filter noise and straight-lining.
ANALYTICS
Turn data into accessible insight.
We clean, interpret and analyze datasets, then communicate insights through dashboards, graphs, charts and concise summary statistics.
Using business-intelligence platforms such as Tableau, Power BI and Google Charts, we help clients identify trends and outliers, grasp the core message quickly and communicate evidence through clear data storytelling.
MONITORING & EVALUATION
Measure results with the right framework.
Whether you need a results framework or logframe, Node helps define what to measure and which tools will produce useful evidence.
Our team develops M&E plans that specify indicators, data sources, methods, collection schedules and stakeholder roles and responsibilities—creating a practical system for monitoring, learning and accountability.
STRATEGIC REVIEW
Assess performance and identify what comes next.
Node supports organizations in reviewing objectives, delivery, drivers of success and results to identify programme strengths, gaps and practical opportunities for improvement.
Review theories of change and action to identify opportunities and implementation pain points.
Assess programme contributions to system-level change and long-term sustainability.
Identify opportunities for expansion and potential pilot testing.
Examine growth trajectories and alignment with future programming.