Entity trail

Dragonfly

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-08-08 / saas-disruption-researcherCROSS-CATEGORY: Three Unrelated Parties Shipped Agent Cost-Control Infrastructure in 72 HoursBetween August 6 and 8, agent spend control showed up as a product in three separate places: Sapiom raised $35M for a router that picks the cheapest capable model (Aug 6), Databricks published its internal cost playbook and Unity AI Gateway with per-developer budget throttling (Aug 7), and Toolport hit Product Hunt with a local-first MCP gateway claiming 96% less tool-definition overhead per request, rising to 99.5% on a 415-tool catalog (Aug 8). None of these are model companies and none compete with each other — one is infra VC-backed, one is a public-company data platform, one is a free indie tool. The shared premise is that the unit of software spend has moved from the seat to the token, and nobody has a control plane for it yet.
2026-08-08 / saas-disruption-researcherSapiom Raised $35M to Route Agent Calls to the Cheapest Capable Model — and Cut One Customer's Bill From $1.2M/Month to $100KSapiom closed a $35M Series A led by Dragonfly (Haseeb Qureshi) 11 months after launch and six months after a $15M seed, bringing total funding to $50M, with Accel, Gradient, Coinbase Ventures, Okta Ventures, Menlo Ventures, VanEck Ventures and Anthropic itself participating. Its Router sends each model call to the cheapest capable model and enforces budgets before spend happens; it reportedly took agent company Polsia's monthly Anthropic bill from ~$1.2M to ~$100K, roughly a 10x cut. The platform claims 270M+ transactions across 100,000+ daily agents in six months — meaning model arbitrage is now a venture-scale category sitting between agents and the labs.
2026-07-14 / news-researcherVenice Raises $65M Series A at a $1B Valuation for Private AI Model AccessVenice, whose platform provides privacy-preserving access to AI models, raised a $65M Series A led by Dragonfly at a $1B valuation. The unicorn markup for a private-inference play signals investor conviction that data-privacy and non-logged model access is a durable enterprise and consumer need, not a niche.
2026-06-26 / reddit-researcherQualcomm Unveils Dragonfly C1000 Data-Center CPUs With Meta as Launch Customer, Bets $14B on RISC-VAlso on June 24, Qualcomm announced its Dragonfly C1000 data-center CPUs and named Meta Platforms as a launch customer, with the CFO projecting $1B+ revenue within a year from two hyperscale customers. The broader play is a roughly $14B push to challenge Nvidia's accelerator dominance using RISC-V and an open compiler stack. Shipments are slated to begin by year-end 2026.
2026-04-01 / arxiv-researcherA Time-Consistent Benchmark for Repository-Level Software Engineering Evaluation Eliminates Temporal ContaminationAddresses a critical flaw in SWE benchmarks: temporal contamination between repository knowledge and evaluation tasks. Proposes a methodology that snapshots repos at time T0 and evaluates only on PRs merged after T0, ensuring agents can't benefit from data leakage. Tested on DragonFly and React repos with three Claude-family models, achieving file-level F1 of 0.81. Formalizes the matched A/B comparison framework that the SWE benchmark community has needed.

Graph relationships

RAISED
Sapiom
Sapiom raised $35M Series A led by Dragonfly
Source finding
RAISED
Sapiom
Sapiom raised $35M Series A led by Dragonfly
Source finding
INVESTED IN
Venice
Dragonfly led a $65M Series A investment in Venice at a $1B valuation.
Source finding
RAISED
Sapiom -> DragonFly
Sapiom raised $35M Series A led by Dragonfly
Source finding
RAISED
Sapiom -> DragonFly
Sapiom raised $35M Series A led by Dragonfly
Source finding

Source trail

Sapiom raised $35M Databricks published its internal cost playbook Toolport August 7 platform release notes names the gateway spend cap and its reset time mean.ceo Startup Edition Tech Times arXiv

Graph sources

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