Services
The five lines, in detail.
Each line can be commissioned on its own. Together they cover the full path from field data to decision.
Monitoring, Evaluation & Third-Party Monitoring
We verify delivery and results for programmes that need an independent view — priced per site visit, per beneficiary call, or per round, with a dashboard included.
- Third-party monitoring of sites, distributions, facilities and works
- Beneficiary verification and satisfaction surveys (face-to-face and CATI)
- Post-distribution monitoring for cash, voucher and in-kind assistance
- Baseline, midline, endline and final evaluations against OECD-DAC criteria
- Data quality assessments and back-checks of partner data
- MEAL frameworks, indicator libraries and monitoring plans
- Remote monitoring packages for hard-to-reach areas: phone surveys, voice notes, geo-tagged photo verification
- Real-time dashboards and round-by-round reporting
Research & Analysis
Research designed for Yemen's realities: mixed methods, careful sampling, and teams who understand what a question means in each governorate.
- Needs, market, labour-market and value-chain assessments
- Household and enterprise surveys (CAPI/CATI) with rigorous sampling
- Key informant interviews, focus groups and case studies
- Mapping of local NGOs, civil society and private-sector actors
- Context, access and conflict-sensitivity analysis for programme design
- Meta-analysis and evidence synthesis
- Bilingual reports, briefs and infographics
Public Policy & Institutional Advisory
For ministries, local authorities, public institutions and the partners who support them: the evidence, options and processes behind sound policy.
- Policy research and options papers grounded in field evidence
- Sector and institutional strategy development, including consultation processes
- Design of national and institutional monitoring and evaluation systems
- Results frameworks, indicators and reporting cycles for public bodies
- Public–private dialogue and localisation support
- Training for policy and planning units
AI & Arabic Data Solutions
Our AI line has its own page: dialect data, annotation teams, model evaluation and applied AI for organisations that work in Arabic.
Go to Arabic AI & Data- Yemeni-dialect speech and text data, collected with consent and metadata
- Managed annotation, labelling and verification teams
- Arabic LLM evaluation, cultural-relevance review and red-teaming
- AI-assisted MEAL back office for NGOs
- Arabic-first knowledge assistants and AI-readiness advice
Digital Transformation
Practical systems for organisations that still run on spreadsheets and paper — built to work with Yemen's connectivity, and handed over with training.
- Management information systems and Power BI dashboards
- Mobile data collection set-up (Kobo, ODK) and server management
- Digitising registration, case-management and reporting processes
- Data governance, protection and retention policies
- Digital-readiness diagnostics for SMEs, chambers and authorities
- Training and coaching for in-house data teams

