Prizmal provides managed inference services that let developers run AI agents without handling infrastructure, offering a unified interface for token streams and frontier-level reasoning at reduced cost. The platform includes governance features such as token audit trails, policy controls, and CI/CD gates, and can lower annual inference expenses by up to 65% compared to standard frontier APIs.
Funding
Funding not disclosed
Founders
Product
Problem
Developers building AI agents face high inference costs and complex infrastructure management when using frontier language models, making it difficult to scale token‑intensive workloads while maintaining governance and compliance.
Solution
Prizmal offers a managed inference platform that routes token streams from any AI agent through a single API, automatically selecting the most suitable model to balance reasoning depth and cost. The service provides serverless pricing that can reduce annual API expenses by up to 65% compared with direct frontier model usage. Built-in token‑level governance records every routing decision, supports allowlists/blocklists for external tools, and generates exportable audit trails. CI/CD integration enforces policy compliance before agent‑generated code is merged. The platform also includes region‑aware routing to meet data‑residency regulations such as the EU AI Act.
Target Audience
Primary customers are software development teams and enterprises that deploy AI‑driven coding assistants, work‑day agents, or other token‑intensive AI applications and need cost‑effective, governed inference at scale.
Features
- Unified API key that abstracts multiple model providers and handles routing, scaling, and SLA enforcement
- Token‑level governance with exportable audit logs, token dispersion tracking, and policy‑driven allowlist/blocklist controls
- CI/CD gating that validates agent‑generated changes against governance policies before merge
- Serverless inference pricing at $0.20 per million tokens, with optional seat‑based plans starting at $29/month
- Automatic region and residency enforcement to comply with regulatory frameworks (EU AI Act, ISO 42001)
- High availability routing layer with 99.9% target uptime and custom SLA options for enterprise customers