Spectro Cloud Blog the company blog of Spectro Cloud: latest posts and feed

Nov 5

Banking on tokenomics: how banks can cut AI costs

Token bills are climbing as banks put AI agents to work. How financial services firms can match models to tasks, route calls and keep spending in check.

Oct 20

Benchmarking GLM 5.3 on AMD Instinct Coder

One 8-GPU AMD Instinct Coder appliance served GLM 5.3 to 60 developers and 15 coding agents. Our results on latency, throughput, tuning and cost vs hosted APIs.

Oct 20

Humanoid or not, physical AI is on the job

Physical AI is already hauling ore, spraying weeds and ferrying passengers. What enterprises building or buying robots need to know, beyond the humanoid hype.

Oct 14

How agencies manage tactical edge infrastructure at scale

Field sites now carry software stacks that need patching and recovering. How agencies can manage tactical edge infrastructure and edge AI at scale.

Oct 14

Federal legacy modernization: a practical path to AI

How federal agencies can add AI alongside mainframes and VM-based systems: what to modernize, what to leave in place, and where common infrastructure helps.

Oct 13

PaletteAI Integrates Open-Source NVIDIA Run:ai

Deploy open-source NVIDIA Run:ai with PaletteAI to improve GPU utilization and manage your AI infrastructure with tested stacks and lifecycle automation.

Oct 6

PaletteAI Completes NVIDIA AI Cloud Ready Validation

PaletteAI completes NVIDIA AI Cloud Ready validation, helping neocloud and sovereign AI operators deploy, govern and scale multi-tenant AI infrastructure.

Sep 25

Idle GPUs and runaway token bills: the real economics of production AI

Recap of the TeraSky x Spectro Cloud webinar on GPU utilization, tokenomics and inference tuning, with advice from Scott Rosenberg and Pedro Oliveira.

Sep 25

AI ROI and token economics in financial services: NYC panel recap

Recap of the AI ROI + token economics panel at AI for Financial Services NYC, with Tenry Fu (Spectro Cloud), American Express, Silicon Data and Data Maverick.

Sep 23

41 billion tokens later: dogfooding local inference routing

85 engineers, 41 billion tokens, 97.5% served locally and Claude bills 46% lower: what we learned dogfooding PaletteAI Inference Launchpad for a month.

Sep 22

Connect Amazon Bedrock to PaletteAI Inference Launchpad

Step-by-step demo: register Amazon Bedrock as an external inference endpoint in PaletteAI Inference Launchpad, scope egress to one client and route an alias to a hosted model.

Sep 21

The control plane for hybrid AI infrastructure (part 2)

Tenry Fu on what a control plane for hybrid AI infrastructure does, why placement, economics and control are the themes that endure, and how to build a hybrid AI strategy.

Sep 21

What is hybrid AI? The seven-stop spectrum (part 1)

Spectro Cloud CEO Tenry Fu argues enterprise AI will be hybrid by default: what hybrid AI means, the seven stops inference can land on, and the forces driving it.

Sep 17

Palette VerteX achieves GovRAMP Authorized status

Palette VerteX is now GovRAMP Authorized at the Moderate impact level, giving state, local and education buyers an independently assessed security package.

Sep 16

AI Infra summit 2026: Enterprise AI takeaways

Explore three key takeaways from AI Infra Summit 2026: tokens per watt, rising agentic AI costs, and the enterprise inference control plane.

Sep 10

On-premise AI is back: what it takes to make it work

On-premise AI is back. The four reasons enterprises are bringing inference in-house, the AI server you actually need, and how to run it as a reliable shared service.

Aug 21

Why AI model routers won't solve your token cost crisis

A router on its own isn’t a complete solution to the tokenomics crisis that is on every enterprise CIO’s mind. And for regulated and sovereign teams it can leave the biggest problem untouched entirely. What you need is local inference.

Aug 5

Introducing AMD Instinct™ Coder

Instinct™ Coder is a turnkey inference solution purpose-built for the AI coding use case. It combines Spectro Cloud PaletteAI Inference Launchpad, AMD Instinct™ accelerators, and Supermicro enterprise AI systems into one validated...

Jul 29

Ai4 2026 Las Vegas: what you need to know

Local inference, sovereignty, open models: key trends from America's biggest AI show.

Jul 27

When does local inference pay for itself?

Jul 23

AMD Advancing AI 2026 day one: all about the inference

From new hardware announcements to top trends, all the highlights from AMD's Advancing AI event, day 1.

Jul 21

WEKA NeuralMesh 6 + PaletteAI

WEKA's NeuralMesh 6 pairs with PaletteAI's Kubernetes-native orchestration to solve the data and compute halves of production AI infrastructure together.

Jul 21

PaletteAI Inference Launchpad | Spectro Cloud Blog

See how Spectro Cloud's PaletteAI Inference Launchpad routes AI inference requests by policy, keeping frontier models close while cutting token costs.

Jul 17

Government IT & VMware Costs in 2026

A new white paper in partnership with GovSmart explores what federal, state and local IT leaders should plan for their VM workloads in 2026, as the Broadcom dust settles.

Jul 15

The AI Cost Problem You Can't Ban Away

Tokens keep getting cheaper. The bills keep getting bigger. A kneejerk ban isn’t the answer to the token cost crisis.