Impact report generator
60-page donor narratives drafted in under 4 seconds. Beneficiary counts, SDG tags, regional splits, outcome metrics. You edit, not write.
Train your programme and finance staff to mastery in budgeting, grants, procurement, and financial stewardship, with an AI mind that explains every number. Reporting discipline grounded in real training records, not estimates. Built for Tanzania, expanding across East Africa.
All 24 staff in this demo program completed the budgeting and grant-compliance tracks. 19 reached mastery; 5 continue on review paths.
Every mastery grade traces to scored role-plays and assessments. Mr. Mwikila explains the why behind each grade on request.
Programme finance fails quietly: a weak budget line, an advance that will not reconcile, a report built on estimates. LitFin builds the judgment that catches these before your donor does.
Budgeting, grant compliance, procurement integrity, reporting. Each competency is assessed, coached, and tracked per staff member, so capacity is provable, not assumed.
Who trained, which competencies moved, and where gaps remain, drawn from the training record. Your capacity-building line becomes evidence, not assertion.
After certification, every staff member keeps Mr. Mwikila, the AI Senior Banking & Finance Manager, beside them. He advises, teaches, and explains, and never touches the funds.
Your programme and finance team joins your academy. LitFin assesses each person's starting competency, from budget discipline to grant compliance, and builds an adaptive path.
Role-play scenarios drawn from programme life: a budget revision under pressure, an advance that will not reconcile, a procurement shortcut. AI coaching flags what was missed, instantly.
Competency reports show who trained and what moved, drawn from the training record, in the language your funders read. And after certification, the co-pilot stays beside every staff member on every real question.
“Our finance officer used to dread the donor audit. Now she walks the auditors through her own reconciliations, and the training record backs every line.”
Illustrative quote. Not a customer statement.
One conversation. We map your programme-finance roles, configure the curriculum around your grant rules, and show you a cohort training on scenarios from your world.
Built for development finance
Impact reports, beneficiary graph, PDPA compliance, cohort forecasting. Evidence trails to the individual data field.
60-page donor narratives drafted in under 4 seconds. Beneficiary counts, SDG tags, regional splits, outcome metrics. You edit, not write.
Every person served is a node. Longitudinal tracking across programs. Cohort comparison across regions and interventions.
Aligned with each EAC market's data-protection law, Tanzania's PDPA as one worked example. Per-funder audit exports. Evidence trails down to the individual data field.
AI proposes interventions based on cohort readiness scores, identifies gaps, simulates budget impact before you commit.
Teach your teams how revolving funds work: loans, repayments, and recycling rate, modelled in a simulated environment so staff understand the mechanics blended-finance partners expect.
Predict graduation rates, drop-off risk, and impact-per-dollar per program. Temporal graph network with confidence intervals.