Your business shouldnt stop when the wifi does.

AI Infrastructure
Built for any
Enterprise.

A bespoke offline AI deployment platform engineered for 1 – 500 user organisations.

Lesedi Enterprise Nano delivers on-premise or edge-deployed large language models, custom-trained on your domain data, secured within your network perimeter, and operational with or without internet connectivity.

Built custom for any business use case.

Start your custom build
Lesedi Enterprise Nano — UmkhoAI
UmkhoAI · Lesedi Enterprise Nano

Your cloud bill called.It says hi.

UmkhoAI builds you a custom offline AI — trained on your data, yours to keep. No monthly fees bleeding you dry. No internet dependency. No data leaving the building. Just an AI that actually pays for itself.

Sector 01 — Education

School
Intelligence

One offline AI deployment covering your learning environment and back-office. Students, teachers, administrators, finance, HR — all served.

01
Tri-Access Education Platform

One model. Three distinct access layers. Fine-tuned on curriculum, policy & admin workflows.

Students
Curriculum-aware tutoring, past papers, multilingual support across all 11 SA languages
Teachers
Lesson planning, assessment generation, CAPS & IEB alignment
Administrators
Policy retrieval, compliance workflows, report generation, parent comms
ERP Suite — Back-Office
Finance & Fees
HR & Payroll
Recruitment
Leave & Attendance
Procurement
SGB Reporting
Timetable AI
Learner Records
Compliance Alerts
Asset Tracking
100%
Offline
11
SA Languages
80%
Admin time saved
Sector 02 — Healthcare

Hospital
AI Platform

Multi-access AI healthcare system streamlining the full intake-to-treatment pipeline. Every stakeholder — connected, offline.

02
Stakeholder Access Tiers

Five access layers. One hospital intelligence system. Fewer delays. Better outcomes.

Patients
Symptom triage, appointment prep, discharge instructions in local languages
Physicians & Medical Staff
Clinical decision support, drug interactions, protocol lookup, transcription
Labs
Result flagging, report summaries, reference range intelligence
Hospital Management
Bed management, staffing intelligence, budget forecasting, compliance dashboards
60%
Faster intake
5×
Access layers
0
Cloud dependency
Sector 03 — Aviation

Pilot &
Aviation AI

Pre-flight intelligence, regulatory compliance, and operational decision support built for African aviation. No signal required. No per-seat SaaS fees.

03
Where You Save Money

Aviation's biggest cost is avoidable errors. Lesedi eliminates them before they happen.

✦
Cut regulatory consultant spend
Lesedi answers CAA, IATA & ICAO compliance queries instantly — reducing your reliance on expensive external legal and compliance advisors.
✦
Fuel cost optimisation
AI-assisted flight planning and load analysis reduces unnecessary fuel burn — one of aviation's largest variable operating costs.
✦
Prevent costly groundings
Maintenance log intelligence surfaces recurring fault patterns before they escalate into AOG events that cost R80k–R300k per day.
✦
Replace per-seat SaaS tools
One custom offline deployment replaces multiple cloud subscriptions — EFBs, crew portals, compliance platforms — at a fraction of the ongoing cost.
0ms
Cloud latency
35%
Lower ops overhead
100%
Offline capable
Sector 04 — Customer Service

Contact
Centre AI

A custom model trained on your scripts and products — turning every agent into your best agent, without increasing headcount or licensing costs.

04
Where You Save Money

Your contact centre is one of your largest cost lines. Lesedi trims it without cutting service.

✦
Handle more volume without hiring
Cutting average handling time by 40% means your existing team absorbs more calls — deferring or eliminating new headcount costs entirely.
✦
Reduce repeat calls & callbacks
First-call resolution powered by instant knowledge retrieval means fewer repeat contacts — each one of which costs you the full price of a new call.
✦
Slash agent onboarding time
New agents are fully productive from day one — Lesedi surfaces the right answer in real-time, eliminating weeks of expensive knowledge ramp-up.
✦
Retain more customers
Churn risk flagging lets agents intervene before a customer leaves. Retaining one customer costs a fraction of acquiring a new one.
40%
Lower AHT
2×
First-call resolution
30%
Onboarding cost saved
Sector 05 — Marketing

Marketing
Intelligence

A brand-trained model that cuts your agency dependency, eliminates tool sprawl, and produces on-brief creative at a fraction of your current spend.

05
Where You Save Money

Marketing teams overspend on agencies, tools, and time. Lesedi cuts all three.

✦
Reduce agency & freelancer costs
Lesedi generates on-brand copy, social content, and campaign briefs in-house — eliminating or significantly reducing retainer and project fees paid to outside agencies.
✦
Eliminate translation & localisation vendors
Built-in multilingual support across 11 SA languages means no more outsourcing to localisation agencies every time you run a campaign.
✦
Consolidate your tool stack
One custom model replaces per-seat subscriptions to Jasper, Copy.ai, Hootsuite AI, and research platforms — typically saving R8k–R25k per month in SaaS fees.
✦
Launch campaigns faster
Cutting brief-to-execution time from weeks to days means more campaigns at lower cost — and faster revenue impact from each one.
10×
Content output
60%
Lower content cost
100%
Brand safe, offline
Sector 06 — Legal

Legal
AI Suite

A matter-trained AI that replaces junior associate hours, cuts research spend, and lets your senior lawyers focus on work that actually bills at rate.

06
Where You Save Money

Legal's biggest cost is time. Lesedi gives your team hours back — every single day.

✦
Replace junior associate research hours
Lesedi retrieves SA case law, statutes, and precedents in seconds. Tasks that cost 3–6 associate hours are done in minutes — without the salary overhead.
✦
Cut expensive document review costs
Contract review, redlining, and due diligence checklists are handled by Lesedi — eliminating the need for costly external document review platforms or outsourced reviewers.
✦
More matters, same team
By automating drafting and research, senior lawyers handle higher matter volume without additional hires — directly increasing firm revenue per head.
✦
Eliminate data breach risk costs
Fully offline means client data never touches a cloud server. One avoided breach saves hundreds of thousands in regulatory fines, reputational damage, and litigation.
70%
Research time saved
3×
Matter throughput
0
Cloud data exposure
Sector 07 — Hospitality

Restaurant
Operations AI

Hospitality runs on razor-thin margins. Lesedi finds the leaks — in your inventory, your roster, your menu — and closes them before they drain your profit.

07
Where You Save Money

In hospitality, every percent matters. Lesedi finds savings across every line of your operation.

✦
Cut food waste by up to 25%
Lesedi tracks inventory in real-time and flags overstock before it expires — one of the most direct ways to recover cash in any restaurant operation.
✦
Stop over- and understaffing
AI-driven shift scheduling matched to forecasted covers eliminates the two biggest roster mistakes — paying idle staff and losing revenue when you're short-handed.
✦
Identify your least profitable dishes
Menu profitability analysis shows which items cost more to produce than they earn — so you can reprice, reformulate, or remove them before they quietly drain margin.
✦
Smarter supplier negotiations
Lesedi tracks price movements across your ingredient categories and drafts supplier communication — giving your team data to negotiate better terms at every order cycle.
25%
Waste reduction
15%
Margin improvement
20%
Lower labour cost
Ready to deploy

Your industry.
Your model.

Lesedi Enterprise Nano is custom-built on your data, deployed on your infrastructure, and owned entirely by you. Tell us about your organisation and we'll scope a deployment.

No cloud. No subscription lock-in.
Purpose-built for Africa.

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We'll be in touch.

Enkosi. Siyabonga. Ke a leboha.
Expect to hear from our team within 24 hours.

Deployment Tiers


AI scaled offline to your
organisation's footprint.