Charismatic Codes builds AI-native operating systems for data-heavy businesses across Africa. We're starting where the math is hardest — energy trading — then bringing the same fabric to finance, infrastructure, and beyond.
An AI-native operating layer for ambitious organisations. Hardened first on energy trading desks, then carried into finance, infrastructure, and the public sector. Strategy, build, automation — end to end.
The strategy and frameworks layer. Codes shapes how an energy desk thinks about its data, its trades, and its risk — then writes the playbook the rest of the stack executes against.
Where energy software is built. Labs ships the systems desks actually run on — ETRM, settlement engines, market-data pipelines, P&L and risk dashboards — engineered for African realities.
Custom AI agents trained on your book. Reconciliation, anomaly detection, settlement, compliance, market-data ingestion — agents that move alongside the human desk, not behind it.
Every problem we take on must pass four tests. If it can't, it doesn't belong in the queue. The filter is the work.
We're starting where data volumes are highest and the consequences of every decision are largest — the power trading desk. The same operating layer extends naturally to finance, infrastructure, public-sector data, and beyond.
Our first vertical. ETRM, hourly position management, P&L attribution, MTM, fee-stack modelling, and enhanced risk for traders, IPPs, and utilities across SAPP.
The back office and the brain of the desk. Confirmation, reconciliation, monthly settlement, and ingestion of hourly & half-hourly DAM, SAPP files, and metering feeds — normalised into one source of truth.
Same data fabric, same agents — retargeted. Reconciliation, risk modelling, regulatory reporting, and operational intelligence for banks, fintechs, and large industrial operators. Coming next.
A sample of what's in production today — with our energy ETRM at the centre, alongside earlier products and demos in finance and education that prove the operating layer is genuinely cross-sector.
A purpose-built Energy Trading & Risk Management system for the Southern African Power Pool. Manages the complete lifecycle of a trade — book to settlement. Generates 8,760 hourly positions per year filtered by Time-of-Use, recalculates realised & unrealised P&L as DAM clears, and lets traders drill into any hour to see contract price, market clearing price, fee stack, and spread. Runs locally — no cloud, single-command install.
An AI-powered micro-savings app that turns everyday mobile money & card transactions into wealth-building. Buy groceries for K234.50, round up to K240 — the K5.50 difference is invested into your portfolio. Five-step flow from payment to portfolio: instant, secure, effortless. Unlock T-bills, money market and LuSE stocks as your balance grows.
An interactive simulation showing autonomous AI for Zambian education. Detects struggling students (Grade 9 algebra), generates personalised micro-lessons, alerts teachers with actionable insights, notifies parents by SMS, and matches post-secondary scholarship pathways — without human prompting.
An always-on agent that monitors any database for data quality and integrity. Profiles tables, learns expected distributions, and surfaces anomalies — schema drift, null spikes, duplicate keys, referential breaks, statistical outliers — before they reach a dashboard or a decision. Plugs into Postgres, MySQL, BigQuery, Snowflake, and core-banking warehouses.
Selected projects shown. Engagements under NDA represented in summary form.
Discuss your project →Off-the-shelf chatbots don't read DAM clears, can't reconcile a fee stack, and have never seen a Time-of-Use profile. Charismatic Agents is a suite of custom AI agents built around the rhythms of African energy markets — trading, settlement, compliance, and back office.
Trained on your book. Deployed inside your stack. Speaking the language of MWh, MTM, and break-even.
A disciplined pipeline. Every engagement passes through five stages — no skipping, no theatre. The work earns the right to ship.
Bring the unworkable, the unavoidable, the urgent, and the underserved. We'll bring the engineering.