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AI-Native Operating Systems Energy first Built to extend Lusaka · 2026

Systems that
run | the desk

01Trading & RiskLive 02SettlementAutomated 03AI AgentsAlways on 04Finance & BeyondNext
The Charismatic trading system — live profit and risk across the desk
● Live · Energy trading deskProfit · Exposure · Risk
KaSomeFin — from payment to portfolio
● Live · KaSomeFinPayment → Portfolio
EMS Zambia — energy management dashboard
● Live · EMS ZambiaMonitor · Reconcile · Forecast
Fidèle · Data Agent● Working · 3 systems · 112 tables learned
Agent log — tonight
Trading Desk New column delivery_point appeared — learning its shape…
Trading Desk Mapped it into the settlement model — architecture updated ✓
KaSomeFin Ledger vs portfolio totals drift K42 — tracing the source…
KaSomeFin Root cause: duplicate round-up event — reversed, rule added
EMS Zambia Meter feed gap 03:00–03:15 — backfilled from raw
EMS Zambia Invoice cross-check vs metered — match 99.9%
Trading Desk Rebuilt index on price_curves — queries 4× faster
KaSomeFin Learning new payments partner schema
Systems under watch
The Trading Desk47 tableshealthy
KaSomeFin38 tableslearning…
EMS Zambia27 tableshealthy
Data accuracy99.9%
● Fidèle · Charismatic AgentLearns · Validates · Guards every project
The complete trading desk, in one system — running today in Southern Africa
002 — The premise

No jargon. No spreadsheets. No guesswork. We sell you a system that works — and carry the complexity desks were never meant to hold.

Charismatic Codes is an AI-native software company building the operating layer for data-heavy businesses across Africa. We start at the energy trading desk — where a single mistake costs the most — then extend the same engine into finance, infrastructure, and beyond.

003 — Capabilities

One system
for work that
can't go wrong

Built for the moments where being right matters more than being fast — and fast still matters.

A1
Run the whole trading desk

Every trade, every position, every number — live.

One place for the entire desk. Each trade is tracked from the moment it's made to the day it's paid, with profit, exposure and risk on screen at all times. Click into any figure to see exactly why it moved.

See it running
A2

Month-end that closes itself.

Every invoice checked, every payment reconciled, every market file pulled in on its own — so the numbers always agree.

Meet the agent
A3

Answers, not dashboards.

The system reads the market, watches your data around the clock, and surfaces what matters — in plain language, before it becomes a problem.

How agents work
004 — What we do

Three pillars
one operating layer

Strategy, build, and automation — end to end. Hardened on energy, carried everywhere.

005 — Selected work

Built. Shipped.
Working.

A sample of what's running today — across energy, finance and education.

Live · EnergyThe Charismatic trading system
Live system · Energy trading

The complete trading desk, in one system

One system runs the entire power-trading desk — from the moment a trade is made to the day it's paid. Traders see live profit and risk on every position and can click into any number to understand why it moved.

Southern Africa · 2026
Live · FintechKaSomeFin — from payment to portfolio
Live product · Fintech

KaSomeFin — micro-savings for 18M Zambians

An AI-powered savings app that turns everyday spending into wealth. Round up each purchase and the difference is quietly invested — from payment to portfolio in one effortless flow.

ZICTA Top 100 Innovations
2026 ICT Innovation cohort
Finance · 2026
Live · EnergyEMS Zambia — energy management dashboard
Live platform · Energy management

EMS Zambia — energy management for C&I clients

Real-time energy monitoring, automated billing reconciliation and cost forecasting for commercial and industrial clients — catching supplier billing errors and saving clients ZMW 550K–2M a year, with payback in 2–4 months.

Energy · 2026
Charismatic Agent
● Fidèle · Monitoring 47 tables
Guards
your data
Charismatic Agent · Data integrity

Fidèle — the agent that guards your data

An always-on AI worker that watches your databases and catches problems before they reach a report or a decision — missing fields, duplicates, broken records, or numbers that suddenly look wrong.

Cross-sector · 2026
006 — The approach

The 4U filter
a discipline

Every problem must pass four tests. If it can't, it doesn't belong in the queue.

01

Unworkable

The existing solution has broken down — the system is no longer fit for purpose.

02

Unavoidable

Pressure that compounds the longer it's ignored. It cannot be deferred.

03

Urgent

Time is the constraint, not capital. Speed of delivery is the value created.

04

Underserved

Overlooked by the global market — because the context is African, not the constraint.

007 — Charismatic Agents

Agents that
do the work

Custom AI workers trained on your data, working inside the tools you already use.

Trading copilot

Spots opportunities the moment they open, watches every position, and explains exactly why profit moved — in plain language.

Fidèle — data integrity

Watches your databases around the clock and catches bad data — missing fields, duplicates, sudden changes — before it reaches a decision.

Settlement & reconciliation

Closes the books on its own — matches every payment to every invoice, flags what doesn't add up, drafts the paperwork.

Risk & compliance copilot

Keeps an eye on every limit and rule that matters — and warns you before a line is crossed, with the explanation already written.

M
Monetaire
● Online · Finance support
CC.AGENT
I sent K3,500 to my supplier 20 minutes ago. They say it hasn't landed and my balance is already debited.
Monetaire
I see it — ref CC-7741AX, K3,500 to 0966 *** 412. It's pending on the carrier side, not your account. I've flagged it for trace and queued a reversal if it misses the 30-min window. Return the funds, or retry to the same number?
Retry to the same number, please.
Monetaire
Done — retry queued for 11:42. You'll get an SMS confirmation. This supplier shows up 4× this month; want me to save them so the next payment is one-tap?
008 — The method

Idea to
shipped system

Five stages. No skipping, no theatre. The work earns the right to ship.

ST. 01

Intake

Brief framed through the 4U filter. Only qualifying problems proceed.

ST. 02

Research

Context analysed, constraints mapped, local realities respected.

ST. 03

Prototype

First working version. Fails fast, learns faster.

ST. 04

Validate

Real-world testing under the conditions of the continent.

ST. 05

Ship

Deployed, documented, maintained. A system worth keeping.

009 — Let's build

A problem worth
building around?

Bring the unworkable, the unavoidable, the urgent, and the underserved. We'll bring the engineering.

info@charismaticcodes.com · Lusaka, Zambia