Applied artificial intelligence, engineered for practical use.

Field reporting has a specific failure point: the work is carried out, but writing it up is slow, uneven in quality, and frequently handed to outsiders. Sendiflow addresses that point directly, across health and rights programmes including malaria, HIV, TB, SRHR, gender-based violence and others.

• Reporting time is recovered. Officers file their notes and a clean, structured draft is produced in seconds.
• Written English ceases to be the barrier. An officer who does the work well but writes formal English with difficulty still files a report that reads as well as any other.
• Every report is consistent. A single house style holds across officers, sectors and reporting periods, in place of a patchwork.
• Periodic reports compile on demand. Annual and quarterly reports assemble from what has already been filed, reducing weeks of work to minutes.
• Reporting stays in-house. The organisation no longer depends on outside help for annual reports or newsletters, and retains ownership of its own account of its work.
• Officer confidence is restored. Reports are filed without anxiety that their quality falls short of a colleague's.
• Filed from the field. Officers work without a connection and the report syncs once they are back within network.

In active use by Lawyers Alert across its health and rights programmes.

The majority of sole proprietors maintain no formal records. Financial position is estimated from memory, and the estimate is routinely inaccurate. Sumlog substitutes a disciplined daily entry that takes seconds to complete.

Money in. Money out. Know where you stand.

• Guesswork is replaced by a position. What was received, what was spent, and where the day stands, recorded in seconds.
• No barrier to starting. Six screens, no accounting terminology, no configuration and no account to create.
• Works fully offline. The application installs to the home screen and runs without any network connection at all.
• A reachable goal. A weekly summary and a savings objective calibrated to be attainable rather than aspirational.

Nigerian Pidgin English is spoken by tens of millions of people and taught almost nowhere. Despite those numbers, it has very little presence in digital text, which is the material software learns a language from. That absence is exactly why general-purpose AI handles Pidgin so poorly, and why a source written and recorded by an authority on the language matters.

• Authored, not scraped. Derived from an original Nigerian Pidgin English dictionary written by the firm, rather than assembled from found text.
• Pronunciation of known provenance. Every entry is recorded by the dictionary's own author, so what learners hear is attested rather than inferred.
• Structured to progress. Lessons build from greetings through everyday conversation to market and transactional language.

Rotating savings groups operate on trust, and trust depends on unanimous agreement as to what has been paid. That agreement conventionally resides in a single notebook held by one member, and disputes are settled by recollection. The practice is near-universal (esusu, stokvel, tanda, chit fund) and almost entirely unserved by software.

• One clear record. Contributions made, balances owed, the order of disbursement and the amount outstanding, all in one place.
• It never touches money. Turnwyse records what a group has agreed. It does not hold, transfer or disburse funds.
• Runs without a connection. The coordinator keeps the record on the device, with no network required to stay current.