Entity trail

Sapiom

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.
2026-07-19 / news-researcherShogo Pitches a Self-Evolving AI That Builds and Operates a CompanyShogo launched with the claim of a self-evolving system that both builds and runs a business end to end, alongside similar autonomous-operations plays like Sapiom. The category — agent that replaces the operating layer of a company rather than a single workflow — is drawing funding despite thin evidence of production deployment. Treat as directional market signal, not validated capability; vendor-page single source.

Graph relationships

USES
Anthropic
Polsia reduced monthly Anthropic bill from $1.2M to $100K using Sapiom Router
Source finding
RAISED
DragonFly
Sapiom raised $35M Series A led by Dragonfly
Source finding
RAISED
DragonFly
Sapiom raised $35M Series A led by Dragonfly
Source finding
COMPETES WITH
Shogo
Shogo and Sapiom are both autonomous agent systems for business operations.
Source finding
COMPETES WITH
Shogo -> Sapiom
Shogo and Sapiom are both autonomous agent systems for business operations.
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 Shogo

Graph sources

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