What latency class does Nexus‑V target in production?

Nexus‑V ships with sub‑millisecond‑class interconnect defaults between gateways and model hosts. Tier‑1 estates can engage Bajpai Labs for kernel‑level tuning when microseconds matter.

Does Nexus‑V replace our API gateway?

It complements what you already own, normalizing serialization, batching, and queue depth so AI paths meet SLOs without a rip‑and‑replace program.

How do we observe per‑hop behavior?

Built‑in latency and saturation telemetry spans gateway hops and downstream runtimes, giving platform teams actionable traces when models appear "slow" in production.

Pilot flagship · Pilot available

Nexus-V (Industrial gateway)

Industrial gateway middleware between your legacy estate and model hosts, sub-millisecond-class AI interconnectivity ready on install, without a rip-and-replace program.

THE C‑SUITE HEADACHE

"Our AI demos fine in the lab but feels sluggish once it hits our real systems."

Sub-millisecond-class interconnectivity (production deployments)Sub-millisecond interconnectivity, ready-madeTier-1 kernel tuning available

Discuss a Nexus-V pilot Back to products

Capabilities

Ship the latency profile executives were promised in the POC, then compress it further with deep kernel work when the workload demands it.

Sub-millisecond AI interconnectivity, out of the box, production-hardened defaults

Drop-in middleware between legacy services and model runtimes

Serialization and queue-depth controls tuned for your stack

Per-hop latency observability (gateway + downstream)

Hardware-aware tuning playbooks

Tier-1 programs: bespoke kernel-level tuning available

Use cases

Mainframe + cloud hybrid inference

CRM/ERP adjacent assistants

Ticket and workflow automation bridges

Contact-center AI acceleration

Integrations

Runs between the services, gateways, and inference endpoints you already own.

KubernetesAPI gatewaysService meshesOn-prem inference hostsGPU/CPU clustersLegacy message buses

Industrial interconnectivity without the science project.

Nexus-V delivers sub-millisecond-class AI interconnectivity out of the box, consultancy expands to kernel-level tuning for Tier-1 infrastructure.

Discuss a pilot engagement See all products