# Gimlet Labs

**Canonical:** https://apis.io/providers/gimlet-labs/  
**Website:** https://gimletlabs.ai  
**APIs profiled:** 0

Gimlet Labs is an applied research lab building high-performance AI infrastructure — inference systems, schedulers, and compilers optimized for agentic and multimodal AI workloads across heterogeneous hardware. Its products include Gimlet Cloud, an agent-native serverless managed inference cloud for deploying single- and multi-agent systems that combine LLMs, multimodal and diffusion models, code sandboxes, web search, and custom data sources with automatic scaling; and kforge, a tool that autonomously generates optimized low-level PyTorch kernels across CUDA, ROCm, and Metal backends (NVIDIA, AMD, Intel, Apple) without manual kernel writing. The lab's research spans autonomous kernel generation, SLA-aware scheduling of multi-stage agent workloads across datacenters, edge/cloud workload partitioning, an MLIR-based universal AI compiler, headless DPU/accelerator hardware architectures, and cost-aware optimization for multitenant environments. Gimlet Labs is backed by Menlo Ventures. As of mid-2026 the developer surface is largely pre-launch, with a waitlist and access-gated documentation; no public OpenAPI, SDKs, or MCP server were found during enrichment.

## Kin Score — 15.6 / 100 (emerging)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 15.6).

| Facet | Score |
|---|---|
| Discoverability | 57.4 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 13.2 |
| Developer Ergonomics | 11.9 |
| Commercial Clarity | 28.9 |
| Access Clarity | 28.9 |

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Requires approval — onboarding: approval, pricing: unknown, trial: no (confidence: medium).

## Security (3)

- **Gimlet Labs Domain Security** — TLSv1.3 · HSTS · DMARC
- **Gimlet Labs Vulnerability Disclosure** — contact published
- **Gimlet Labs Trust Center** — SOC 2 Type 2, ISO 27001

## Tags

Company, Artificial Intelligence, AI Infrastructure, Machine-Learning, Inference, Agents, Compilers, GPU, Serverless

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/gimlet-labs/). Scores are computed from the provider's own public artifacts under a published rubric.