Evidence Readiness Diagnostic

Every strong evidence journey begins with an honest look at where you stand today. We run a structured assessment of your data sources, collection tools, indicators and team skills, scoring each against a readiness framework.

You receive a gap analysis report, a data inventory and a prioritised roadmap. This is often the moment things fall into place, because you know exactly where to invest your time and budget before a programme or study begins.

Statistical Strategy & Validation

Good decisions rest on numbers people can trust. We design sampling plans, sample sizes and analysis methods using R, Python, Stata and SPSS.

For impact questions, we apply methods such as difference-in-differences, propensity score matching and regression analysis, and we validate results through data quality checks, sensitivity analysis and model testing.

Most importantly, we help you understand what the numbers really mean, so your results stand firm when donors, regulators or reviewers ask hard questions.

Real World Intelligence

Reports tell one story; the field often tells another. We collect and analyse data from real operations conducted earlier and field insights from available literature, including surveys, mobile data collection through KoboToolbox and ODK, administrative records, social media facts, CRM and transaction data, and satellite or geospatial data instead of asking for tons of datasets initially.

This shows how programmes, products or services actually perform outside controlled settings. It means your decisions are grounded in what is actually happening, not in what we hope is happening.

Machine Learning and NLP

AI should make your team's work lighter, not more complicated. We build predictive models for forecasting, risk scoring and segmentation, and use NLP to analyse large volumes of text such as reports, open-ended survey answers, customer feedback and policy documents.

Techniques include classification, clustering, sentiment analysis, topic modelling and document summarisation with large language models.

We keep people firmly in the loop, so weeks of manual reading become hours and your experts can spend their energy on judgement and action.

Data Visualization

Data only helps when people can see what it is saying. We develop interactive dashboards with filters, drill-downs, target comparisons and GIS maps using Power BI, Tableau, Apache Superset, Metabase or custom web dashboards.

Dashboards are role-based, so each user sees only the data relevant to them. Progress, delays and quiet successes become visible at a glance, making it easier to celebrate what is working and step in early where help is needed.

Support for Scientific Communication

Great findings deserve to be heard. We turn analysis into clear outputs: research papers, policy briefs, donor reports, infographics and presentation decks.

We handle statistical reporting, chart design, plain-language summaries and peer-review-ready formatting.

We think carefully about who will read your work and what they need to take away, because evidence only creates change when it reaches the right people.

Data Governance and Compliance

Behind every dataset are real people who trusted you with their information. We set up data policies, user roles, access controls, encryption, audit logs and backup procedures.

We align systems with regulations and standards such as GDPR, India's Digital Personal Data Protection Act 2023, ISO 27001 practices and donor data requirements, including informed consent and data anonymisation.

We keep governance practical rather than bureaucratic, giving you peace of mind and the confidence of partners who know their data is in safe hands.

Monitoring, Evaluation and Learning (MEL)

MEL is how a programme learns, not just how it reports. We develop theories of change, logframes, indicator guidelines and aggregation protocols.

We then digitise them into web-based MEL systems with data entry, review and approval workflows, automated indicator calculation and reporting. Evaluations follow recognised standards such as the OECD-DAC criteria.

Along the way, we build in moments to pause and reflect, so lessons shape the next step while there is still time to make a difference.

Knowledge Products

Some of an organisation's most valuable knowledge lives only in people's heads. We produce case studies, toolkits, how-to guides, learning briefs, lessons-learned reports and short videos that capture what worked and why.

These are designed for reuse across teams, partners and future programmes. Your hard-won experience stays with the organisation and keeps paying forward long after a project closes.

Training and Capacity Development

Lasting change happens when people feel confident, not just trained. We deliver hands-on workshops, online courses, user manuals and mentoring on data collection, MEL, dashboard use, data analysis and AI tools.

Training is tailored to each role, from field staff to managers and system administrators.

We measure success by how little you need us afterwards. When we step back, your team is ready to run, care for and grow what we built together.