Turn prompt chaos into a
predictable system for agent behaviour
At scale, prompt tweaks create fragmentation, blind spots and risk. Prompt Manager centralises control with a single, governed view of what's running and why.
47 ad-hoc prompts→
Behaviour aligned to real context
Create prompts that align with your business rules, user roles and domain specifics. Agents respond differently when required never a single generic instruction.
Evidence-driven improvements
Shared playbooks across agents
Treat prompts like product assets, not strings
Prompts as part of the workflow definition, not hidden in code
Inside elsai Foundry, prompts sit alongside Guardrails and ARMS so engineers and operators see behaviour, safety and performance in one place.
Tracable
Named, versioned references
Agents reference Prompt Manager, not hard-coded strings. Each agent or workflow step points to a named template and version, so you always know which instruction is running.
Governed
Works with Guardrails
Prompts and Guardrails work together: prompts define desired behaviour, Guardrails enforce safety and policy. When a run misbehaves, ARMS shows the prompt version and guardrail outcome side by side.
Observed
Attached to every run
ARMS adds full operational context. When you inspect a run, you see the prompt template and version alongside tokens, latency, tool calls and safety events.
Outcome line :
If a reconciliation, support, or clinical workflow starts giving unexpected answers, you can trace it back to a specific prompt change instead of just saying “the model did something weird.”
What does the elsai Prompt Manager unlock for your team?
Engineering & AI teams
Use a single template to manage behaviour classification, escalation rules and summaries.
Quickly test and refine configurations without complex setup.
Instantly roll back underperforming experiments.
No need for code changes or infrastructure updates.
Operations & business owners
Keep agents consistent — same workflow, tone and decisions.
No variation regardless of the editor.
Improve prompts instantly in Prompt Manager.
Skip engineering tickets for prompt tweaks.
For risk, audit & governance
Make reviews and audits faster with clear prompt-to-action mapping.
Store prompt history centrally in elsai Foundry.
Capture safety checks and run-level traces automatically.
Simplify debugging and investigation with end-to-end visibility.
ARMS is the observability layer of elsai Foundry giving you the structured visibility to operate, optimize, and defend every agent workflow in production, at every step, across every model and tool your agents use.
Embed AI agents into your existing systems
Seamlessly integrate AI agents into your current platforms to elevate capabilities, optimize workflows, and accelerate innovation.
