Data · AI · Digital Transformation

Jessica WangaiData, AI & Digital Transformation Consultant

I help African institutions turn data into decisions — from operational dashboards and AI-ready datasets to national policy, public-sector training and cross-border data governance.

Counties convened
34
Counties convened
Farmer pilot design
5,000
Farmer pilot design
AI teams analysed
16
AI teams analysed
Jessica Wangai — Data, AI & Digital Transformation Consultant

Jessica Wangai

Nairobi, Kenya

Institutions & organisations I have worked with

  • Space.ai
  • World Bank Group
  • Ministry of Energy & Petroleum, Republic of Kenya
  • ActionLab Africa
  • Kenya School of Government
  • Council of Governors
  • UK International Development
  • KICTANet
  • DAIR Nexus
  • Safaricom

About

Building the data foundations African institutions decide on.

Portrait of Jessica Wangai

I work at the intersection of data engineering, AI readiness and public-sector transformation. My practice spans operational dashboards for field organisations, ingestion-ready datasets for retrieval-augmented AI, portfolio analysis for innovation funds, and technical contributions to national AI policy.

I have convened county ICT leadership from 34 county governments, trained public servants through the Kenya School of Government, and moderated regional conversations on data interoperability and governance in East Africa.

Whether the brief is a dashboard, a dataset, a workshop or a policy section, the aim is the same: decisions grounded in trustworthy data — delivered with the discretion that institutional work requires.

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Ways to work together

Three ways to engage.

Engagements range from short advisory sprints to multi-month delivery and capacity-building programmes.

01

Consulting & Advisory

Data strategy, AI readiness, data governance and interoperability advisory for ministries, counties, development partners and mission-driven organisations.

  • Data & AI strategy
  • Policy & governance input
  • Portfolio and programme analysis
02

Digital Transformation & Technical Products

Operational dashboards, data pipelines, metadata design and AI-ready datasets that move institutions from reporting to real-time decision support.

  • BI dashboards (Apache Superset)
  • Data cleaning & standardisation
  • RAG-ready data preparation
03

Training, Speaking & Research

Capacity-building programmes, consultative workshops and conference contributions on digital transformation, AI readiness and data governance in Africa.

  • Public-service training
  • Consultative workshop design
  • Panels, moderation & research

Work · 01

Institutional Work & Case Studies

Selected engagements with cooperatives, government, development partners and legal institutions. Client data and credentials are confidential; evidence is shown only where it is safe and verified.

SpaceAI

Operational dashboards for live field data

Data & BI lead

Developed Apache Superset operational dashboards on live field data, refreshing roughly every 20 minutes, to support monitoring of cooperatives, agents, suppliers and transactions.

  • Designed dashboard models for cooperative, agent, supplier and transaction monitoring.
  • Configured near-real-time refresh (~20 minutes) so operations teams act on current data.
  • Related phase — Maziwa Ni School Fees: analysed farmer data to inform credit scoring that improves school-fee financial access, in a pilot designed around 5,000 farmers.

~20 min

Dashboard refresh cadence

5,000

Farmers in pilot design

4

Monitoring domains

Apache SupersetBIAgri-financeCredit scoring
Daily operations dashboard built in Apache Superset — collection volumes, transaction counts, top agents and top suppliers.
Daily operations dashboard built in Apache Superset — collection volumes, transaction counts, top agents and top suppliers.

The live dashboard is not publicly demoable under client NDA.

Action Lab Africa · World Bank · Kenya Ministry of Energy

Geospatial data-driven energy planning

Data & evaluation contributor

Contributed data and evaluation work to a collaborative geospatial energy-planning initiative bringing together Action Lab Africa, the World Bank and Kenya's Ministry of Energy.

  • Supported data preparation and evaluation within a multi-partner geospatial planning effort.
  • Worked alongside partner teams — this was a collaborative initiative, not a sole delivery.
GeospatialEnergy accessEvaluationMulti-partner
Geospatial Planning Unit interface showing contextual dataset layers and administrative boundaries used in energy planning.
Geospatial Planning Unit interface showing contextual dataset layers and administrative boundaries used in energy planning.

National Council for Law Reporting (Kenya Law)

Kenya Law RAG research assistant — data preparation

Data engineering & standardisation

Cleaned and standardised legal data, developed metadata and data structures, and handed developers ingestion-ready datasets for an internal retrieval-augmented research assistant now used internally by Kenya Law.

  • Cleaned and standardised heterogeneous legal source data.
  • Designed metadata schemas and data structures for retrieval.
  • Delivered ingestion-ready datasets to the development team.
RAGLegal dataMetadata designData pipelines
Kenya Law research assistant interface — no account details, credentials or internal records shown.
Kenya Law research assistant interface — no account details, credentials or internal records shown.

Internal tool — no public demo, credentials or sensitive records are shared.

UK–Kenya AI Challenge Fund

Portfolio analysis & mission support

Portfolio analyst

Provided portfolio analysis and mission support, including budget and expenditure analysis across 16 unique teams in the challenge cohort.

  • Budget and expenditure analysis across 16 teams.
  • Portfolio-level insight to support mission delivery and decision-making.

16

Unique teams analysed

Portfolio analysisBudget analysisAI ecosystem
UK–Kenya AI Challenge Workshop, 11 December 2025.
UK–Kenya AI Challenge Workshop, 11 December 2025.

Kenya National AI Policy

Technical-team contribution to policy drafting

Data ecosystem section lead / contributor

Contributed as part of the technical team drafting Kenya's National AI Policy, leading and contributing to the data ecosystem section.

  • Led and contributed to the data ecosystem section of the draft.
  • Worked within the multi-stakeholder technical drafting team.
AI policyData ecosystemPublic participation
Jessica Wangai presenting the “Data for AI” session during the Kenya AI and Emerging Technologies Policy process.
Jessica Wangai presenting the “Data for AI” session during the Kenya AI and Emerging Technologies Policy process.

Status: the policy is currently under public participation. Final adoption is not claimed.

Work · 02

Digital Products & Technical Projects

Data and digital products built or prototyped independently. Live demos and repositories are added as each one is confirmed; entries without a link are shown as project overviews.

Interactive research

DAIR Nexus Interactive

DAIR Nexus Interactive — landing view: trusted data, connected intelligence, shared value.
DAIR Nexus Interactive — landing view: trusted data, connected intelligence, shared value.

An interactive way to move through data and AI research material, built to make findings easier to browse than a static report.

InteractiveResearch communication
Care & wellbeing

Kindred Care

Kindred Care — care and wellbeing landing view.
Kindred Care — care and wellbeing landing view.

A human-centred care and wellbeing product exploring how information can be organised around the people doing the caring.

Human-centred designCare journeys
Career navigation

NgaziTech: Your Next Step

NgaziTech: Your Next Step — skills pathway landing view.
NgaziTech: Your Next Step — skills pathway landing view.

A guided product concept helping people work out their next career step, structured around clear pathways and decision prompts.

Guided journeysProduct design
Data tooling

Telecommunication Company Dashboard

Coverage and conversion dashboard view. Client name withheld under NDA.
Coverage and conversion dashboard view. Client name withheld under NDA.

An analytics dashboard for a telecommunications client, giving non-technical users a way to filter and view operational data directly. The client is not named for confidentiality reasons.

DashboardsSelf-service views
Security monitoring

Cyber Threats Operations Centre

Cyber Threats Operations Centre — incident analytics and threat trend dashboard view.
Cyber Threats Operations Centre — incident analytics and threat trend dashboard view.

A monitoring view concept for a cyber threat operations team, organising alerts and activity into a single operational picture.

MonitoringOperational views

Work · 03

Trainings & Capacity Building

Workshops and programmes that equip public-sector leaders to govern data, adopt AI responsibly and deliver digital transformation.

County ICT Directors and programme participants during the Digital Transformation and AI Readiness consultative workshop, Murang'a County, May 2026.
County ICT Directors and programme participants during the Digital Transformation and AI Readiness consultative workshop, Murang'a County, May 2026.

Four-day consultative workshop · Murang'a County · May 2026

County ICT Directors: Digital Transformation & AI Readiness

A four-day consultative workshop convening county ICT leadership to surface, cluster and resolve the pain points shaping digital transformation across Kenya's counties.

34

County governments represented

170+

ICT pain points collected & clustered

13

Resolutions adopted

ICT governanceAI readinessData governanceInteroperabilityDigital transformation
Jessica Wangai facilitating the Digital Transformation and Artificial Intelligence course at the Kenya School of Government.
Jessica Wangai facilitating the Digital Transformation and Artificial Intelligence course at the Kenya School of Government.

Contracted by Kenya School of Government

Digital Transformation & AI in the Public Service

Training for public servants on applying digital transformation and AI responsibly within government service delivery.

Digital transformationAI in governmentPublic service

Work · 04

Events, Speaking & Contributions

Panels, moderation and community contributions on Africa's data economy and governance.

  1. Jessica Wangai on the panel at the Africa Connected Summit.
    Jessica Wangai on the panel at the Africa Connected Summit.

    Panelist

    Africa Connected Summit

    “Africa is sitting on a goldmine of data. Why isn't it rich?”

  2. Moderated session on data interoperability at the East Africa Data Governance Conference.
    Moderated session on data interoperability at the East Africa Data Governance Conference.

    Moderator

    East Africa Data Governance Conference

    Data interoperability in East Africa — trust, governance, incentives and public value.

  3. Data Mondays session poster — “The Value of Data”, Nairobi Garage, July 2026.
    Data Mondays session poster — “The Value of Data”, Nairobi Garage, July 2026.

    Speaker

    Data Mondays

    “The Value of Data” — Data Mondays, Nairobi Garage, July 2026.

Contact

Let's build something decision-worthy.

Open to consulting and advisory engagements, employment opportunities, research collaboration, training programmes and speaking invitations. The fastest route is LinkedIn; a direct email address can be added here on request.

Enquiry type

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