Transparency
Editorial Policy
AkiliBrain aggregates publicly available professional intelligence data across East Africa. This page explains how we source, validate, publish, and correct that data.
Last updated: August 2026
Our Editorial Principles
Source Verification
All data is sourced from named, publicly accessible primary documents. We do not publish unverified or anonymous tips.
Editorial Independence
AkiliBrain is editorially and financially independent. No fee is charged for listing - inclusion is determined solely by source availability, not commercial arrangement.
Regular Updates
Data pipelines run daily. Records are updated or removed when sources change, ensuring content stays current and relevant.
Corrections Policy
We investigate and correct factual errors promptly. Corrections are applied directly to the affected record without additional editorial fanfare.
Linking to Originals
Where technically possible, every record links directly to the originating document or portal so users can independently verify the source.
Data Sources by Module
Government Tenders
Aggregated daily from official national procurement portals.
- -PPRA (Tanzania Public Procurement Regulatory Authority) - ppra.go.tz
- -PPIP (Kenya Public Procurement Information Portal) - tenders.go.ke
- -PPDA (Uganda Public Procurement and Disposal of Assets Authority) - ppda.go.ug
- -RPPA (Rwanda Public Procurement Authority) - rppa.gov.rw
- -PPPA (Ethiopia Public Procurement and Property Administration Agency)
Jobs and Careers
Sourced from public job boards, NGO portals, and government career pages.
- -Public employer career pages and government HR portals
- -NGO and international organisation job portals
- -Publicly indexed job boards across East Africa
Business Compliance
Regulatory data drawn from official business registration and revenue authorities.
- -BRELA (Business Registrations and Licensing Agency, Tanzania)
- -Business Registration Service and KRA (Kenya Revenue Authority)
- -URSB (Uganda Registration Services Bureau)
- -RRA (Rwanda Revenue Authority)
Health Data
Structured public health indicators from authoritative international and national sources.
- -DHIS2 (District Health Information Software 2) - national and district-level data
- -WHO AFRO (World Health Organization Regional Office for Africa)
- -World Bank Open Data - health indicators
Salary Intelligence
Crowdsourced salary submissions, collected anonymously and validated before publication.
- -Voluntary user submissions (anonymised immediately upon receipt)
- -Aggregated at role/sector/country level - individual data is never displayed
AI-Assisted Data Processing
AkiliBrain uses automated data pipelines including machine learning assistance for data extraction, classification, and summarisation tasks. AI assistance is used to structure data from official sources, not to generate or invent factual claims.
We do not use AI to generate fabricated content, fake testimonials, or synthetic records. All content on AkiliBrain is substantive, non-deceptive, and traceable to legitimate public sources.
Advertising
AkiliBrain may display advertisements served by Google AdSense and other networks. Advertisements are clearly distinguished from editorial content. Advertising relationships have no influence over data sourcing, listing inclusion, or editorial decisions.
Contact the Editorial Team
To report inaccurate data or request a correction, email corrections@akilibrain.com. We aim to respond within 5 business days.