Authors: Abi Komma, Charles Kim, Luffy Chen, Morteza Ziyadi Why hand-tuning agents does not scale  An agent’s behavior comes mostly from its natural-language configuration: its instructions, skil...

The setup You've built the deployment the enterprise architecture review asked for. Nothing touches the public internet. Your Microsoft Foundry resource is private — public network access disable...

The era of the single best model is over Microsoft Foundry is no longer just a shelf of foundation models. It is becoming an enterprise model portfolio: frontier models for complex reasoning, cost-...

TL; DR: Hill climbing means improving the deployable model package one measured step at a time across quality, latency, and cost. SFT made this workload cheaper, but did not transfer the teacher's pl...

As organizations race to automate decision-making, content generation, analysis, and execution at scale, the future is shifting from isolated AI agents to multi-agent workflows where specialized agen...

Organizations working with stereo audio often face a difficult choice. In many contact center, conversational AI, and communication scenarios, participants are already recorded on separate channels...

On-Device AI Inference Changes the Architecture, Not the Risk As organizations transform into Frontier Firms and integrate AI into more applications, cloud-hosted inference is not always the optima...

A transcription model hears “account number 8-4-7-2” but returns “account number eighty-four seventy-two.” A single error can break a downstream automation workflow. Developers building voice applica...

The 2 a.m. Question Nobody Wants to Answer Twice It is the night before open enrollment closes. An employee in another time zone has a question about HSA eligibility. No HR representative is availa...