
Aircm
Health care AI
Aircm launched on May 12, 2026.
What it does
AICLAIM provides AI-powered claims management solutions including automation, fraud detection, underwriting, and healthcare revenue cycle optimization.
Does a similar job
all alternatives →
Elder Care CheckNov 2025 · elder-care-check.vercel.app · ▲96Seniors verify online health claims using AI
Claims AIDec 2025 · contravault.com · ▲10Answer claims instantly with AI - save millions on projects


Post Submission Claim IntelligenceMar 2026 · accelirate.com · ▲2Automated claim follow-ups with AI status intelligence
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Source: Product Hunt launch ↗
Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai



Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
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