AI Labs  /  Roadmap
AI Labs · Roadmap

What we're
building next.

AI Labs never stands still. Here's where each of our platforms is heading — the work we've planned, in the order we expect to deliver it.

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NetCentral

From many signals to one story

Now

One story per change

Tie a configuration change, a neighbour change, a port flap and a burst of logs into a single explained event.

Next

Drift and rogue-device detection

Spot configuration drift and unknown devices the moment they appear, plus a true free-port inventory per switch.

Later

Pre-change safety views

Before anyone touches a device: what depends on it, what it will affect, and how to verify the change.

Now

Accuracy you can measure

A library of real configurations per platform so every review rule is proven accurate on every build.

Next

Per-port timelines

The full history of any port — state, errors, neighbours and changes — on one line.

Later

Richer grounded AI answers

The AI analyst drawing on parsed device state, still answering only from verified facts.

Synapse Alert

Smarter escalation, bigger maps

Next

Escalation policies

If nobody acknowledges, the right next person is paged — automatically.

Next

New check types

WebSocket and database checks for the systems your business depends on.

Later

Enterprise scale

Maps of 10,000+ devices and container-platform deployment.

Next

Map editor upgrades

Connection labels, auto-routing, layers, templates and version history.

Later

Auto-layout and minimap

Large networks laid out cleanly and navigated at a glance.

Later

Tablet-optimized

The live map, built for the tablet in an engineer's hand.

PTO Central & Tech Track

More automation, more intelligence

Next

Carryover requests

A full request-and-approval workflow for carrying time into the new year.

Next

More holiday sources

Additional official market-holiday sources for even more certainty.

Later

A newer AI model

Upgrading the Smart Scheduler — only after its own full testing pass.

Now

Tech Track private beta

Daily use by our own leadership while we refine it.

Next

Wider availability

Opening Tech Track to more organizations as the beta matures.

Later

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