The verdict in three sentences
Integrating AI and automated reporting costs between 2.5 and 7 million FCFA (3,810-10,670 EUR) in 2026 depending on the number of sources and the level of AI analysis. Expect 6 to 12 weeks, an ETL to consolidate data and an LLM for analysis and synthesis. The gain: monthly reports going from several days to a few hours, with a controlled inference cost.
What the project costs by source and block
The budget mainly depends on the number of sources to connect (ERP, sales, Excel, business tools) and the depth of AI analysis. 2026 order of magnitude for the Nairobi market.
| Block | Content | 2026 price (FCFA) |
|---|---|---|
| Per-source connection | ETL, cleaning | 400,000 - 900,000 |
| Data warehouse | Model, history | 700,000 - 1,500,000 |
| Dashboards | Views, filters, exports | 600,000 - 1,400,000 |
| AI analysis (LLM) | Synthesis, alerts, comments | 800,000 - 2,000,000 |
| Security + hosting | Access, logging | 400,000 - 900,000 |
| Training + support | Onboarding, maintenance | 300,000 - 800,000 |
A three-source project with AI analysis lands around 4 to 5.5 million FCFA.
Time saved and inference cost
AI consolidates, summarizes and flags gaps; the team validates. The table quantifies the impact for a company producing 12 monthly reports.
| Indicator | Before | After |
|---|---|---|
| Monthly reporting time | 6 days | 0.5 day |
| Sources consolidated by hand | 5 | 0 |
| Report availability delay | D+10 | D+1 |
| Inference cost/report | - | 300 - 1,500 FCFA |
| Monthly inference cost (12) | - | 3,600 - 18,000 FCFA |
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Mini case study
Aminata is CFO of a 90-employee distribution company in Nairobi. Every month her team spends 6 days consolidating 5 sources in Excel to produce management reports. At a fully loaded daily cost of 45,000 FCFA, that is 270,000 FCFA/month of mobilized time. She invests 4,800,000 FCFA in ETL integration plus AI analysis, with an inference cost under 18,000 FCFA/month. Reporting drops to 0.5 day (22,500 FCFA) and becomes available at D+1. Time savings reach 247,500 FCFA/month, about 2,970,000 FCFA/year. The project pays for itself in about 19 to 20 months, before even counting faster decisions.
FAQ
Does AI replace the management controller? No, it automates consolidation and offers syntheses and alerts. The controller validates and arbitrates: they save time on production and spend more on analysis.
What does LLM inference really cost? In 2026, budget 300 to 1,500 FCFA per report depending on data volume and model. For 12 monthly reports, that stays under 18,000 FCFA, negligible against time saved.
Can you connect Excel sources and a local ERP? Yes, the ETL handles Excel files, databases and APIs. Each source costs 400,000 to 900,000 FCFA to connect and make reliable depending on its quality.
Does data stay confidential? Yes, with secure hosting, role-based access and no-training models. Logging traces every access and every generation.
How long until it is operational? Between 6 and 12 weeks depending on the number of sources. We start with the most time-consuming reports to secure a quick win and convince the teams.
Let's scope your project. Tell us your data sources, the number of monthly reports and the level of AI analysis you want: we will frame scope and indicative budget in FCFA. Detailed quote within 48 h. WhatsApp +221 77 596 93 33.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
