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Audit-ready analytics and ML that ship.

For NGOs, fintechs, and growth teams. Analysis · Science · Governance — turnkey and auditable.

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200+Dashboards shipped
35+Models in production
99%On-time delivery
50+Governance Toolkits & Policies drawn

*Representative across projects; see case pages for details.

Analyst desk with charts and laptop
Data pipeline concept

From messy to measured

We help organizations transform chaotic, siloed, and inconsistent data into a foundation they can trust for everyday decisions and long-term strategy. That means building lean, resilient pipelines that reduce duplication and manual effort, designing models that are explainable and auditable, and embedding governance that works in practice rather than sitting idle in a policy PDF. Our approach balances pragmatism and rigor — ensuring that data is not just collected, but curated, contextualized, and connected to real outcomes.

How we work

  • Evidence over aesthetics: insight must hold up under scrutiny before it looks pretty in a chart.
  • Reproducibility by default: code in notebooks matures into jobs and flows, supported by clear documentation.
  • Embedded controls: data quality checks, lineage capture, and access permissions are built in from the start.
  • Fit-for-purpose governance: policies and standards are tailored to the realities of your teams, not copied from generic templates.
  • Outcome-driven KPIs: metrics are tied to business goals, not vanity dashboards.
  • Open by design: wherever possible, we use transparent methods and interoperable tools to avoid vendor lock-in.
  • Sustainability in mind: solutions are documented, tested, and transferred so your team can run them without dependency on us.
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Services

Targeted help across analysis, ML, and governance.

Core Data Services (Execution)

Hands-on deliverables teams already budget for.

Data Analytics & Dashboards

Data Analytics & Dashboards

  • Automated dashboards (Power BI, Looker Studio, Plotly Dash, Streamlit) for finance, sales, NGO reporting, healthcare outcomes.
  • EDA (Exploratory Data Analysis) reports for raw datasets.
Data Engineering

Data Engineering

  • Data pipelines (Python, Airflow/Dagster/dbt) from spreadsheets, APIs, PDFs.
  • Cloud setup (AWS/GCP/Azure basics) for small orgs.
Data Science & Optimization

Data Science & Optimization

  • Forecasting, price optimization, churn models.
  • Custom ML (classification, clustering, NLP pipelines).
Data Quality & Governance

Data Quality & Governance

  • Data audits (accuracy, completeness, consistency).
  • Metadata & “Minimum Viable Governance” frameworks.

Training Products

Scalable products — classes, workshops, toolkits:

Foundations

Foundations

  • Excel for Analytics: cleaning, pivots, dashboards.
  • SQL for Business: querying, joins, aggregates.
Intermediate

Intermediate

  • Python for Data Pros: Pandas, NumPy, Matplotlib/Seaborn.
  • Visualization Mastery: storytelling w/ Power BI & Plotly Dash.
  • Data Management Essentials: DAMA DMBOK in practice.
Advanced & Masterclasses

Advanced & Masterclasses

  • AI for Business Leaders: LLMs, automation, ethical risks.
  • Data Governance & Compliance: GDPR, Kenya DPA, EU AI Act.
  • Applied ML capstones: fraud, health forecasting, price optimization.
  • Responsible AI & Ethics: bias, fairness, transparency.
Toolkits & Playbooks

Toolkits & Playbooks

  • Governance templates (RACI, maturity, compliance checklists).
  • AI Readiness Assessments (organizational maturity frameworks).
  • Industry dashboards (NGO, retail, healthcare) — plug-and-play.

Strategic & AI Governance Offerings

AI readiness and impact assessment
  • Baseline capability map: people, process, data, and tech.
  • Risk & impact scoring (use-case, data, model, org) with heatmaps.
  • Regulatory mapping (GDPR, Kenya DPA) and control gaps.
  • Prioritized roadmap with quick wins and 90-day plan.
  • Executive report & board-level slides for decisioning.
AI strategy and portfolio planning
  • Use-case ideation to vetted backlog with ROI & risk scoring.
  • Business case modelling: cost, value, payback, sensitivity.
  • Operating model & RACI: ownership, stewardship, approvals.
  • Data prerequisites: sources, quality thresholds, access policies.
  • Sequencing & governance gates from PoC → pilot → scale.
Privacy and compliance for AI
  • DPIAs/PIAs, RoPA, consent & lawful-basis workflows.
  • Cross-border transfer assessments; data minimisation controls.
  • Children/vulnerable populations safeguards (NGO/health contexts).
  • Policy pack: AI policy, model card template, governance SOPs.
  • Audit readiness: evidence registers & control mapping.
Model risk management and MLOps governance
  • Model inventory & criticality tiers; approval gates.
  • Validation: performance, drift, bias/fairness, robustness tests.
  • Explainability & documentation (model cards, datasheets).
  • Monitoring SLAs: alerts, rollback, change control.
  • Third-party/vendor model risk assessments.
Responsible data sharing for NGOs and humanitarian programs
  • Data sharing agreements/MoUs; licensing & governance boards.
  • Anonymisation/pseudonymisation & re-identification risk checks.
  • Interoperability standards; metadata & lineage for traceability.
  • Safeguards for crisis data and sensitive cohorts.
  • Impact evaluation & accountability reporting.
AI governance training and change enablement
  • Executive briefings: risks, regulations, and opportunity framing.
  • Practitioner workshops: DPIA, model cards, bias testing.
  • Playbooks & checklists embedded into delivery workflows.
  • Table-top exercises for incident & red-team drills.
  • Onboarding & micro-certs for stewards and reviewers.

Emerging / Niche Areas

Generative AI

Generative AI

  • Custom AI agents for reporting, chat, workflows.
  • Prompt engineering training.
Sustainability & ESG

Sustainability & ESG

  • Dashboards for climate, ESG, SDG tracking.
Financial & Retail Analytics

Financial & Retail Analytics

  • Dynamic pricing models (retail optimization).
  • Credit risk & fraud analytics.
Healthcare & Humanitarian Data

Healthcare & Humanitarian Data

  • Outcomes, stock-outs, aid distribution dashboards.
  • AI-driven monitoring for program effectiveness.

Learning and Partnership Models

Retainer Packages

Ongoing analytics and governance support on a monthly basis, giving organizations steady access to dashboards, data pipelines, and compliance expertise.

Masterclasses

Structured cohort-based learning — live sessions combined with recordings, bundled with toolkits for long-term value and practical adoption.

Downloadables

Ready-to-use templates: governance checklists, KPI dashboards, data maturity frameworks — lightweight products that scale instantly.

Consulting Projects

Bespoke data and AI consulting engagements tailored for NGOs, fintech, and healthcare — from pipeline design to compliance strategies.

Subscription Club

“Data & AI Strategy Club” — an exclusive membership offering regular insights, curated resources, and peer discussions on analytics and governance.

Featured work

Selected outcomes.

Backtesting and profit curves

Price Optimization

Demand modeling → profit curves → recommendations with backtesting.

Case study →
Health disbursement dashboard

Health Disbursement Explorer

Automated PDF extraction + dashboard for transparent facility flows.

Case study →
Governance toolkit artifacts

Governance Toolkit

Maturity assessment, RACI, DQ policy pack, compliant sharing templates.

Preview →
Discover how to empower your business with technology? We collaborate to define goals and design robust, auditable strategies.
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Workshops

Classes, cohorts, and toolkits designed to turn concepts into applied skills.

Excel Mastery (Cohort)

A structured cohort that takes participants from the fundamentals of formulas through pivot tables, data cleaning, and dashboard creation. We emphasize not only technical proficiency but also the habits of quality assurance that prevent errors and ensure reliability in business reporting. By the end, you’ll know how to design workbooks that scale, communicate insights clearly, and stand up to real-world use in finance, operations, and decision support.

Evenings · Online
Details

SQL for Analysts

This workshop builds a strong foundation in SQL for data professionals. Starting from basic SELECTs and filtering, we progress through joins, aggregations, subqueries, and window functions. Participants will learn how to translate analytical questions into efficient, reusable SQL patterns, and practice performance tuning for large datasets. The course is hands-on, focusing on problem-solving with PostgreSQL and practical scenarios analysts face in reporting, product analytics, and BI pipelines.

Evenings · Online
Details

Analytics for Decisions

A practitioner-focused workshop on using analytics to drive impact rather than just generate charts. We cover KPI design linked to strategy, how to read and interpret experiments correctly, and the pitfalls of “dashboard theater” where visuals replace evidence. Participants will work through case studies on product growth, program evaluation, and business operations, leaving with frameworks to design metrics that matter and to communicate findings persuasively to decision-makers.

Saturdays · Hybrid
Details

What clients say

“Consistent metrics and faster reads across teams.” Head of Ops, Fintech · Mar 2021
“Governed pipelines and documentation we actually use.” CTO, Health NGO · Nov 2021
“Challenged assumptions and saved us from building the wrong thing.” Program Lead, Education · Jul 2022
“Dashboards went from static slides to living tools for decision-making.” Analytics Manager, Retail · Feb 2023
“Helped us align our AI project with GDPR and local data laws without slowing delivery.” Compliance Lead, Banking · Oct 2023
“Made data governance practical — policies that people actually follow.” Data Steward, Government Agency · Jun 2024

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