AI-native network operations for ISPs, WISPs and distributed networks
See what customers are experiencing. Find faults. Fix them faster.
Axon brings traffic intelligence, infrastructure health, site-local diagnostics, alerts and policy into one platform across mixed hardware. Your team sees who is affected, where the problem sits and whether the service recovered.
Deployed across 6 countriesBacked by the ITU / UNICEF Giga Accelerator

Live Axon console — The Dashboard
The operator problem
Most network tools show devices. Axon shows the experience those devices receive.
A green switch icon does not mean users can reach the application they need, or get the speed they pay for. Axon connects infrastructure health to user and application experience to give a true experience score for each site.
Computed per site from uptime, latency, throughput and device health — measured against that site’s own baseline.
“A subscriber says the service is slow.”
The complaint every network provider knows. Before anyone changes the network or drives to site, Axon shows:
Whether the complaint is isolated to one device or affects the whole site.
Which applications and endpoints are behind the load, and whether the backhaul is saturated.
How DNS, HTTP and path measurements from that site compare with normal conditions.
Whether the fault sits locally, upstream or with the application — with the evidence to back the call.
The core workflow
From “something is wrong” to a verified fix.
One thin line runs through everything Axon does: detect degradation, identify who and what is affected, localise the fault, act, and verify the fix — with the evidence preserved at every step.
Catch degradation before the ticket arrives
Experience Score, Network Pulse, uptime checks, device telemetry, SNMP, UniFi monitoring and baseline-aware alerts show which sites are degrading and whether the evidence is fresh enough to trust.
- Site Experience Score with evidence and coverage
- Port, CPU, memory, disk and uptime history
- Absolute and baseline-relative alert rules
- Email, Slack, Teams, Discord and signed webhooks
See who and what is affected
Break traffic down by site, user, endpoint, application, category, domain, country, ASN and provider.
- Passive endpoint and hostname discovery
- Application, domain/SNI and passive-DNS visibility
- Delivered, blocked and rate-limited traffic
- Risk findings for observed destinations
Test from the site where the problem exists
Run bounded DNS, HTTP, path and speed diagnostics from an Axon edge device. Compare the result with busy and quiet baselines to separate a local switch problem from DNS, WAN congestion, an ISP path or an application edge.
- DNS cold/warm timing and failure classification
- HTTP DNS/connect/TLS/TTFB timing
- Bounded path trace and speed tests
- WAN saturation forecasts and busy-hour contributors
Make the change without replacing the network
Block or rate-limit applications, devices, IP ranges and domains. Push policy across a site or fleet and update or decommission remote agents from the same control plane.
- Application, category, device, IP/CIDR and domain policy
- Global, site, switch and endpoint scope
- Time-window controls
- Remote enrollment, updates and decommissioning
Prove the fix worked
Re-run the same site-local diagnostic, watch the alert recover and compare the latest result with the baseline. Axon preserves the evidence so the next incident does not start from zero.
Simba · Evidence before opinion
Ask a network question. Get an answer tied to live evidence.
Simba does not answer from a generic prompt alone. It calls typed tools against the Axon control plane, checks the result against deterministic health facts and shows the evidence behind its answer. If data is stale, missing or inconclusive, Simba says so.
- Tool calls are scoped to the site
- Numeric claims are checked against source data
- Active tests are bounded to protect fragile links
- Simba diagnoses and explains; it does not silently change policy

Live Simba investigation — Ask a network question. Get an answer tied to live evidence.
Mixed hardware, one view
Keep the network you have. Add one operations layer across it.
Deploy Axon inline where you want application-aware control, or connect a SPAN port where you only need visibility. Monitor other infrastructure through SNMP or the UniFi API. The same site can include Axon-managed switches, third-party routers, radios, access points and passively discovered endpoints.
Inline or passive
Lightweight software for AMD64 and ARM64 Linux devices. Runs inline or passively from a mirror port.
Third-party devices
Monitor CPU, memory, temperature, interfaces, errors, discards and wireless radio health on MikroTik, Ubiquiti and generic SNMP devices.
Direct or relayed
Pull UniFi identity, device and radio health directly or through a site-local relay.
Behind NAT, still managed
Enrol remote devices over a private VPN, manage them behind NAT and keep local enforcement running through controller outages.
Economics and fleet scale
Built for networks that cannot justify a proprietary refresh.
Axon runs on commodity Linux hardware and works across vendors. Start with one site, then manage every deployment, agent, policy and alert from one control plane. You pay for the endpoints concurrently active on the network, not for every switch, device or dashboard module.
- Keep existing routers, switches and access points
- Use inline or passive deployment per site
- Unlimited sites and devices on every plan
- Full platform on every tier
Field-tested
Designed where remote networks are hardest to operate.
Axon has been deployed across six countries, including rural networks with unreliable power, intermittent backhaul and no engineer on site. That environment shaped the product: local enforcement, bounded diagnostics, low edge overhead and remote fleet operations are part of the core architecture.
Countries with Axon deployments, from WISP networks to rural connectivity projects.
Taurine Technology is backed by the Giga Accelerator.
The same agent runs on low-cost ARM edge boxes and standard Linux servers.