29 years in networks. Our founder has worked across:
- Carrier networks
- Hosting NOC
- Statewide education
- Hospital systems
- International airport
- Global enterprise
- City government
Bring us the problem. We'll help build the fix.
You don't need a spec. Tell us what's slowing your team down or breaking your network. After 29 years in networks, there's a good chance we've already solved something close to it.
- “Nobody knows which circuit is really at which site.”
- A circuit database built nightly from carrier records, live devices, dynamic DNS and ARIN.
- “Software updates take months and everyone's afraid of them.”
- Pre-checks, staged code, and upgrades in waves that halt at the first failed health check.
- “Opening a new store takes days of network work.”
- Enter the serials and address, and the site builds itself in your SD-WAN platform from your VLAN and IP template.
- “We need one VLAN changed at a thousand sites.”
- Change the template once, then rename, add or remove VLANs across the fleet in staged waves.
- “Wireless complaints keep coming, and we chase them one at a time.”
- A nightly review of client logs and interference at every site, going beyond built-in channel tools, with staged reconfiguration.
- “Something’s being blocked, and nobody can find which rule.”
- Find the blocked device across policies and logs, and get a suggested rule change to approve.
- “Our teams are in different countries and need the same tools.”
- One tool, shown to each team in its own language.
- “Every new switch means a day of hand configuration.”
- Zero-touch provisioning from your standards, with stacks and uplinks built to match.
Show 7 more problems we solve
- “Our drawings stopped matching the network years ago.”
- As-built drawings generated from what's deployed, with mismatches flagged.
- “A tunnel can stall overnight and we find out when the site opens.”
- Detection in seconds, a safe automatic repair, and a clear alert to your NOC.
- “Change documents take longer to write than the change.”
- Web-based MOPs that read your configs and produce the steps, checks and backout.
- “Our operations team jumps between six consoles to answer one question.”
- One operations dashboard over your NAC, CMDB, ticketing and network controllers.
- “Someone can't get on the network, and it takes an hour to find out why.”
- NAC troubleshooting that lines up the auth result, the switch port and the switch logs.
- “Something changed, and we can't tell who or what did it.”
- A change log with real names, even behind shared service accounts and AI agents.
- “Our engineers want to use AI, but we can't hand it the keys.”
- AI workspaces with permission levels, approvals on anything hard to undo, and training.
Watch how it works
Pick a tool and watch it run. Nothing here comes from a real network, and your version would be shaped around your own systems and rules.
Six consoles. One view of what’s actually happening.
Your team should not have to jump between six tools to answer one question. We tie NAC, CMDB, ticketing, controllers, monitoring and IPAM into one operations view, with an AI layer on top that lines up the evidence and shows its work. Simulation with invented data.
One place to answer “why can’t this device connect?” without opening six consoles. Your version is built around your own systems and rules.
A network that heals itself and tells your NOC what it did
- Detect. Continuous checks catch failures, including ones a vendor dashboard still shows as healthy.
- Identify. Separate a site problem from a circuit, hub or wider outage.
- Heal. Fix what it's allowed to fix, inside limits you set, and undo it if the fix doesn't hold.
- Alert. Tell your NOC what failed, what was done and what's left, without a flood of duplicates.
- Escalate. Send anything outside those limits to a person, with the evidence attached.
Outside your limits?
A person gets the evidence.
One incident. The whole story.
Site 412 · invented event recordTunnel to hub 2 stops passing traffic. Site circuit still healthy.
Not a mass event: 1 site affected, other hubs normal.
Config backed up. Tunnel moved to hub 3.
Read-back matches. Traffic passing.
Healed NOC notified. First swap for this site, limit 2.
Example only. Sites, times and events are invented.
AI that finds the root cause, and engineers who can check it
Most AI tools give you an answer. We build them to work like a senior engineer: gather the evidence, test each explanation, rule out what doesn't fit, and show the reasoning.
Example with invented data.
In your tools
When a deployment or check fails, the tool pulls the logs, configs and recent changes, then explains the likely cause and what supports it.
In your AI
We teach it your network, your standards and your past incidents. If the evidence doesn't support a conclusion, it says “unverified” instead of guessing.
In your people
We train engineers in root cause analysis, on their own incidents, with AI alongside them.
Other ways we put AI to work
- AI inside your automation. Diagnose failed deployments, and suggest fixes a person approves.
- Answers from your own runbooks. Your NOC asks a question and gets an answer with citations.
- Change plan review. AI checks a MOP against your checklist before it reaches the change board.
- Connectors to your systems. AI reaches your network tools through limited, audited permissions.
- New tools, built faster. Your team turns a repeated task into a tool it owns.
- Guardrails. Permission levels, approvals on anything hard to undo, and a record of what AI changed.
Your engineers stay in charge. They just get a lot faster.
We don't replace your team or hand you a black box. We work beside your engineers, on their real work, until they can use AI on their own.
Start with their real problems
Each person picks a job they already do, and we use AI on it together.
A workspace that's ready to go
It opens in a browser and keeps their work between sessions, even after they close the tab. It already knows your network, each engineer has their own memory, and there's nothing to install and no API keys to manage.
Access set by role
Some people get read-only access, and some can make changes. Approvals sit on anything that's hard to undo.
Teach them to check the AI's work
Engineers learn when to trust it, how to test it, and when to stop it. New engineers pick up the method faster, and senior engineers spend less time on repeat questions.
Leave them able to continue
They keep the documentation, the guardrails and the skills, and they don't need us to keep it going.
How a change runs
Most automation is good at going fast. We build the stopping points in from the start.
01 Back up
Save the current config so there's a known place to return to.
Stored02 Preview
Show exactly what will change, and get a person to confirm it.
Approved03 Start small
Run on a few sites inside your change window.
Restored04 Check health
Compare results with the baseline. If a check fails, the run halts.
Failed05 Verify and log
Read the result back from the device and record who changed what.
Not reached
Test sites restored from backup. Remaining sites untouched. Backout recorded.
Everything we’ve built, or can build for you
This is a list of examples, not a menu. If what you need isn’t here, tell us.
Operations overlays8 examples
- Tools in your team’s languageGive teams around the world the same tool, each in its own language.
- Translating chatsLet people work together in their own languages, with messages translated between them.
- One operations dashboardTie NAC, CMDB, ticketing, controllers and monitoring into one view your team works from.
- NAC troubleshootingLine up authentication results with the switch port and switch logs for one user or device.
- CMDB and ticketing integrationCheck records against the live network, and open or update tickets with the evidence attached.
- Controller-based discoveryManage discovery ranges and exclusions, keep them refreshed, and assign devices to sites in bulk.
- Dead device cleanupCompare auth history, ping and controller data to separate dead devices from quiet ones.
- Restorable bulk changesExport every object before a delete, so a whole batch can be restored in one click.
- Role-based toolsSign in with your existing credentials, with group-based access and an audit log.
Deployment and standards9 examples
- New-site buildFrom a few details or your database, claim hardware, allocate IP space, apply templates, and build DHCP, DNS and IPAM as one job.
- Zero-touch provisioningA new switch registers itself, loads its code, and picks up its stack and uplink config.
- Fleet-wide template changesRename a VLAN, delete two, or deploy one to a thousand sites, staged and checked from one admin tool.
- Standard configurationsGenerate paired router and switch configs from a form and your templates.
- Web-based MOPsRead the real configs, then produce the MOP, change plans, backout and validation steps.
- As-built drawingsGenerate drawings on your own template from configs and neighbor data, and flag mismatches.
- Bill of materialsTurn your design standards into a parts list for each site.
- AI change reviewCheck a change plan against your checklist and return a verdict with findings.
- New-site provingKeep auditing a new site's cabling, DNS and uplinks until it stays clean for 30 days.
Migrations and cutovers11 examples
- Build-beside-and-swap migrationsBuild the new network next to the old one, move the gear, then retire the old one.
- Overnight batch runnerRun each site in its own local change window, and halt the rest when one fails.
- Automatic rollout rampRelease 10, 20, 40 and 80 sites, doubling only after a tier passes every check.
- Post-cutover repairCheck every site after the change and fix drift, measured against a pre-change snapshot.
- Vendor exit analysisScan your code for every API call, flag dead endpoints, and map them to the new platform.
- Vendor cutover proofFreeze a baseline, then prove the move with routing and client evidence rather than cached status.
- IPAM migrationsMove DHCP and DNS onto a new IPAM platform, with lab, test and production targets, and roll back only what the run created.
- Staged DHCP movesAdd new servers, flip relays, then drop the old ones, so no scope is left unserved.
- Hardware replacementGuide a swap with one pause for the technician, then restore settings and verify.
- Site retirementDecommission across every system in order, and return the address space.
- Wireless and endpoint refreshesMove access points and workstations in tracked waves with per-device records.
Software updates5 examples
- Fleet pre-stagingRun a read-only go or no-go check, then copy, verify and stage code without rebooting.
- Health-gated sequencingUpgrade hubs one at a time, proving the secondary before the primary.
- Large parallel upgradesTrack hundreds of sites at once with a worklist that survives restarts and clears itself.
- Post-upgrade regression checksAlert only on real reachable-to-unreachable changes, confirmed by two passes.
- Version control and pinningHold sites on the release you chose, and detect model limits before you upgrade.
Routing and paths7 examples
- BGP change forensicsSee route changes per peer: next hop, AS path, metric and local preference.
- Neighbor monitoringTrack flaps, peer loss and prefix counts over time.
- Asymmetric path diagnosisShow why ping works and TCP dies, using several vantage points and firewall direction data.
- Multi-vantage path monitoringTrace sites from data centers and clouds to expose breaks one location can't see.
- Cloud route reconciliationCompare cloud routes against your firewalls, and flag what's really missing.
- Pre-migration route checksFind routes a planned summary could blackhole, before the cutover.
- Gated routing changesRun multi-team changes with manual gates, verified backups and generated backouts.
Firewalls and security10 examples
- Firewall monitoringTrack sessions, CPU, drops, tunnels and NAT pools across data center and cloud firewalls.
- HA and split-brain detectionFind the active member, record failovers, and flag when both claim to be active.
- Blocked device finderFind what’s being blocked by IP, wildcard or subnet, across policies and logs, then get a suggested rule change based on those blocks for a person to approve.
- Golden rules and driftKeep rule templates with history, and report drift position by position.
- Scoped config accessLet teams make approved changes through audited tools, with no console access.
- Hardening evidenceAudit settings across the fleet and produce the checklist and leadership brief.
- Staged remediationPilot, soak and roll out a fix, with typed confirmation and fleet rollback.
- Access control lifecycleGroup and clean up NAC devices, exporting each one first so a batch can be restored.
- Config backup and restoreCapture full configs and restore by section, dry-run first.
- End-of-life intelligenceTrack what's past support and rank which sites to refresh first.
Monitoring and NOC11 examples
- Fleet monitoringTrack device state and downtime across the fleet with very few API calls.
- Nightly wireless reviewGo through client logs and interference every night, beyond what built-in channel tools see, then recommend or make better channel and power changes.
- Wireless standards and reconfigurationCompare settings across every site with your standard, flag what differs, and roll out the fix.
- Fast reachability sweepsPing every site in seconds, and separate a circuit drop from a hub problem.
- Tunnel outage historyKeep the VPN history that vendor status pages don't show.
- On-demand health checksCheck WAN, VPN and pings by site, list, region or the whole fleet.
- Alerts that mean somethingPage only when someone can act, and treat silence as healthy.
- Monitoring the monitorsJudge collectors by data freshness, and restart the stale ones.
- Voice healthTest phones with layered probes that don't drop calls.
- Remote packet captureCapture on a port or AP from a page, and get a summary without opening a packet tool.
- API budget controlShare one rate limiter across every job, and stand down during changes.
Inventory and data you can trust8 examples
- Circuit databaseWork out which circuit is on which port, from live evidence and ARIN.
- DiscoveryWalk neighbor tables, SSH and SNMP across gear that has no API.
- Self-cleaning inventoryRetire dead devices on three liveness signals, after a grace period.
- One hardware inventoryCombine every source into a single exportable list.
- DHCP truth auditsCall a scope healthy only when configured, serving and reachable all agree.
- DNS and IP reclamationGather evidence from several sources before proposing what to remove.
- Fleet-derived standardsWith no template, use the most common config across peers as the reference.
- Tagging governanceKeep tags consistent with your site list, without overwriting what's there.
If it has an API, we can connect it
Any manufacturer, any platform. If it has an API, SSH access, webhooks or a file export, we can build on it.
Network gear
- Routers and switches
- SD-WAN and cloud-managed networks
- Wireless controllers and access points
Security
- Firewalls and their managers
- Network access control
- Certificates and 802.1X
DNS, DHCP and IP
- IP address management
- DHCP and DNS servers
- Public registries like ARIN
Operations
- Monitoring platforms
- Ticketing and change systems
- Email and chat alerts
Cloud
- Cloud networks and VPNs
- Virtual firewalls
- Bandwidth and traffic data
AI
- Assistants for your engineers
- Answers from your own runbooks
- Reviews of change plans
How we work with you
Tell us the problem
Describe it in your own words. We'll ask questions until we understand what's really going on.
Fixed scope, short timeline
We agree what gets built and what done means before work starts.
Your team can run it
You get working software, documentation and hands-on training for the people who'll use it.