The platform unifies intelligent model routing, runtime policy enforcement, and event-level observability, so every AI interaction is visible and governed.
Give every employee one approved desktop for AI, with persistent context that carries across sessions and enterprise policy applied to every prompt, tool call and agent. Real work gets done in collaboration with teammates leveraging the most appropriate models, useful AI workflows, and full visibility into business impact.
One access, translation and routing layer for every model your teams use: third-party frontier models, on-premise private models, open source, and models at the edge. Add or swap models through a single standard API, without impacting employee experiences, refactoring agentic workflows or changes to policy enforcement.
Define enterprise policy once and enforce it in the request itself, across users, agents, and tools. Sensitive IP, PII, and regulated data are caught before ever leaving the enterprise. Allow work to continue with obfuscation and routing to private or on-premise models when policy requires it.
Turn natural-language goals into governed, deterministic workflows that run the same way every time, with full enterprise context and humans-in-the-loop as required. Every agent and connected tool has an owner, enforced policy at each step, and an immutable audit record.
Test and evaluate models side-by-side by replaying your organization's real prompts, agents, and workloads against new versions or providers. Capture detailed evaluation of performance, cost, and quality of responses before easily adding or switching models to avoid strategic vendor lock-in.
Every AI interaction becomes a structured, immutable record: what user initiated a request, what data was accessed, what policy applied, what the agent did at every step, and why. Capture that evidence for insights into adoption, performance, and cost, attributable by team, agent, and use case.
Use Holokai as SaaS with AWS Bedrock and similar managed platforms or direct flagship model APIs for fast rollout.
Connect private-cloud, third-party, and open-source models while keeping enterprise policy and routing consistent.
Run in controlled environments and govern models deployed on premises, at the edge, or on employee laptops.
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