NEWSCloudsineAI’s TraceCtrl LLM Guards has been approved for the IMDA Spark programme
TraceCtrlTraceCtrl
USE CASE · MICROSOFT FOUNDRY

Enterprise-grade assurance for Microsoft Foundry.

Foundry is where your agents go to production: hosted runtimes, toolboxes, memory, any model in the catalog. TraceCtrl inventories that fleet, proves which agents are exploitable, and guards them at runtime.

OTEL-NATIVE · ANY MODEL · ANY FRAMEWORK

Microsoft Foundry
TRACECTRL + MICROSOFT FOUNDRY
  • AGENT SERVICE
  • TOOLBOXES · MCP
  • FOUNDRY IQ
  • MEMORY

HOSTED AGENTS · CONNECTED AGENTS
GPT · CLAUDE · PHI & THE FULL CATALOG

Foundry makes agents easy to ship. Fleets are what you have to secure.

01

The fleet outgrows the review process

A hosted agent goes from template to production in an afternoon, with a model, toolbox and memory attached. Twenty prototypes become a fleet before security sees one of them.

02

Every connection is a new path

MCP servers, connected agents, grounded knowledge and agent identities all extend what one prompt can trigger. A poisoned document steers tool calls made with real credentials.

03

Traces exist; assurance doesn't

Foundry emits OTEL traces and eval scores built for engineering teams. Your auditor asks a different question: what data could these agents reach, and did the controls operate?

AI-SPM · POSTURE

Inventory the fleet, side projects included.

A continuous map of every Foundry agent across projects and regions: which model it runs, which toolboxes and MCP servers it can call, which knowledge and memory it reads, and who owns it. Graded against the frameworks your auditors use.

Explore AI-SPM →
  • Every hosted and connected agent inventoried across every connected project

  • Reach mapped as a live topology: toolboxes, MCP servers, knowledge sources, memory and agent-to-agent links

  • Posture scored against OWASP, NIST AI RMF, MAS and IMDA guidance, with owners assigned

AI RED TEAMING · VALIDATION

Prove what a poisoned document can trigger.

Automated red teaming plays the adversary against your Foundry agents: injected knowledge, over-scoped toolboxes, cross-agent handoffs. You get proven exploit paths with evidence, not a theoretical severity list.

Explore AI Red Teaming →
  • Injection, tool abuse and exfiltration scenarios run safely against your live agent topology

  • TAGAAI chains minor findings into the cross-agent kill chains an adversary would actually walk

  • Every finding ships with the full exploit transcript and a mapped remediation, ready to re-test

AI-DR · RUNTIME PROTECTION

Stop the bad tool call before it runs.

Foundry is OTEL-native and so is TraceCtrl. AI-DR reads the same telemetry your agents already emit, detects injections and anomalous behavior live, and blocks the dangerous action in line before it completes.

Explore AI-DR →
  • Plugs into Foundry's OTEL pipeline: a few lines of instrumentation, no agent rewrite

  • Prompts, retrievals and tool calls checked in line, with a kill switch per agent

  • Detections land in the SIEM your SOC already watches

Ship on Foundry at full speed.

Microsoft ships the agent factory. TraceCtrl ships the independent assurance layer that lets your CISO sign off on scaling it.

Foundry runs your agents

  • Managed runtime for hosted, production agents
  • Any model from the catalog, any framework
  • Toolboxes, MCP, knowledge and memory built in
  • OTEL traces and evals for engineering

TraceCtrl assures the fleet

  • Continuous inventory across every connected project
  • Exploit paths proven by automated red teaming
  • Runtime blocking on prompts, retrievals and tool calls
  • Audit-ready evidence for your board and regulator
  • MAS TRM
  • IMDA MGF
  • CSA Securing Agentic AI
  • NIST AI RMF
  • OWASP Top 10 Agentic
  • PDPA

See what your Foundry agents can reach before someone else does.

Book a demo and we'll map your Foundry fleet's topology and exposure, project by project.