AI Research · Johannesburg, South Africa

South Africa's industries deserve world-class AI. Let's build it.

This tool cuts through the complexity, surfacing exactly what matters in our technical accounts.

— Technical Accounts Officer, Reinsurance Client

Claims Processing Time

3 days

Manual review

4.2s

With Vort AI

South African businesses lose millions every year to slow processes and manual work. Vort builds AI that eliminates that waste — and puts local industries ahead of the competition.

R1M+

Documented cost savings across South African enterprise clients

Explore Research

20+

Enterprise clients

R1M+

Documented cost savings

99%

Production uptime SLA

< 6wk

Research to deployment

What We Build

Built to make South African industry more competitive.

From insurance and finance to defence and software — Vort delivers AI that reduces operational cost, accelerates decision-making, and creates lasting competitive advantage for South African organisations.

See all capabilities

AI Research

South Africa needs its own AI capability — not just access to foreign models. Vort's foundational research builds the models, training methods, and architectures that will power local innovation for the next decade.

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Defence & Security

Wide-area surveillance, sensor fusion, and real-time intelligence for South African defence and security operations. Purpose-built to reduce response times, cut analyst workload, and keep critical infrastructure secure.

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Enterprise AI

We automate the high-cost, low-value decisions that slow South African insurers, banks, and financial institutions — document review, claims triage, risk analysis — saving millions and freeing skilled teams for work that matters.

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Software Solutions

Custom AI-native platforms that give South African businesses a technological edge their competitors cannot easily replicate. We design and build software that creates defensible, long-term competitive advantage.

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Featured Work

Enterprise AI — Insurance & Finance

Millions saved. Decisions made in seconds, not days.

South African insurers and financial institutions spend enormous resources on manual document review, risk assessment, and claims processing. Vort's enterprise AI platform cuts that cost dramatically — processing in 4 seconds what used to take 3 days, with 94% accuracy and a full audit trail.

4.2s

Document processing

94%

AI accuracy

↓ 38%

Handle time

Explore Enterprise AI

Documented Impact

1,240

Claims auto-triaged per week

vs 4-day manual cycle

91%

First-call resolution rate

+23 pts over baseline

R1M+

Documented client cost savings

across active deployments

< 2s

Alert latency, edge to SOC

multi-sensor fusion

Target markets — South African enterprise

Logo placement is for sector illustration only and does not imply endorsement, sponsorship, or an existing commercial relationship. All engagements are formalised through signed agreements.

How It Connects

No rip-and-replace. Vort plugs into the systems you already run.

Your Systems

Claims, calls, documents, sensors

We connect directly to the data you already generate — no migration, no new database, no disruption to how your team works today.

Vort AI Layer

Models trained on your environment

Fine-tuned models process that data in real time — triaging, flagging, and reasoning over it the way a senior analyst would, at machine speed.

Actionable Output

Decisions, not just data

Your team gets a clear next action — a flagged risk, a resolved query, a routed claim — surfaced where they already work.

Our Approach

How we deliver ROI — not just technology.

Most AI projects fail because they're built in isolation from the real business problem. Vort's process is designed around measurable outcomes — cost reduction, efficiency gains, and competitive advantage you can point to.

We identify exactly where you're losing money

Every engagement starts with a structured assessment of your operations, data, and bottlenecks. We quantify the cost of the problem before we propose a solution — so you know the ROI before we write a line of code.

We build fast and prove it works

Working prototypes in days. We validate measurable improvement early — reduced processing time, lower error rates, fewer manual hours — before scaling to production.

We deploy with full visibility

Every production system ships with performance dashboards, cost-tracking, and alerts. You can see in real time what the AI is doing, what it's saving you, and where it needs improvement.

We leave you stronger, not dependent

Full handover — documentation, training, and internal capability building. Your team owns what we build. South African organisations shouldn't rely on foreign vendors for critical AI infrastructure.

vb0 Desktop

Vort's AI engineer, on your desktop.

vb0 reads, writes, and runs code in your own projects. Point it at a folder, describe what you want built, and watch it work.

Free · Windows 10 & 11

Industry Brief

What the research shows about South African industries.

View all →

Reinsurance

African reinsurers face R4.2bn protection gap as climate volatility accelerates across southern Africa

Munich Re Africa Outlook · May 20255 min read

Legal

AI contract review cuts due diligence time by 91% in landmark SA law firm pilot

Legal Brief SA · June 2025

Banking

SARB tightens AML thresholds as financial crime costs SA banks R2.1bn per quarter

Fin24 · June 2025

Medical Aid

Automated pre-authorisation cuts fraudulent claims by 34% — what scheme administrators need to know

Medical Chronicle SA · Apr 2025

Defence

SANDF accelerates C4ISR investment as continental security and intelligence demands intensify

DefenceWeb · Jun 2025

Short-term Insurance

SA short-term insurers report 23% cost reduction from AI-driven claims triage and fraud detection

Insurance Gateway · May 2025

Data Sovereignty

Your model. Your data. Your access only.

Once deployed, your AI system belongs entirely to you. We have no backdoor, no data visibility, and no interest in what your model learns.

Isolated Environments

Your fine-tuned model runs in a dedicated compute environment — never shared with other clients or repurposed.

Zero Vort Data Access

After deployment, we have zero access to your model weights, training data, or inference outputs. Verifiable by design.

Secure Data Deletion

All training data is cryptographically deleted on completion. We provide a signed deletion certificate on request.

Build Your AI

vb0 · Fine-Tune Job #42
company-knowledge-base.jsonl · 2,847 examples
Queued
Training ProgressEpoch 0 / 10  ·  0%
Val Loss
2.1960
↓
Accuracy
43.1%
↑
GPU Util
78%
Loss curve
Training log
Initialising vb0 environment…
Loading base model weights…
Tokenising 2,847 training examples…
Dataset
2,847 examples
Base Model
vb0
Endpoint
Pending

Your own AI model — trained on your data, owned entirely by you.

South African businesses that fine-tune AI on their own data don't just cut costs — they build a capability competitors can't easily copy. Vort's platform makes this fast, affordable, and fully transparent.

Trained on your data only — never shared or reused elsewhere
Up to 80% lower inference cost vs. general-purpose AI models
Faster, more accurate outputs tuned to your specific industry
Full IP ownership — the model belongs to you, deployed on your terms

Talk to our team

Ready to get started?

Engineering Advantage.

South African businesses are losing millions to slow processes, manual decisions, and outdated systems. Vort exists to change that — through AI that saves money, builds innovation, and puts local industry ahead of the curve. Talk to our team and find out what's possible.