Systima
systima.ai
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Overview
Systima builds production-grade agentic AI systems for UK and EU businesses operating in regulated environments. We specialise in LegalTech.
News
Systima Closes $153M Tax-Exempt CMBS Affordable Housing Deal
The private label bond transaction for the 1,272-unit portfolio spurred more than $1.2 billion in orders from 19 institutional investors.
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Report
The Subagent Tax. Claude Code Fan-Outs Cost Up to 5.9x the Tokens, and Were Never Faster
We measured Claude Code subagent fan-outs against sequential runs across three model families. Two subagents cost up to 5.9x the tokens, parallelism never won on speed, and pinning subagents to Haiku cut the bill by 37 per cent.
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Claude Code Sends 4.7x More Tokens Than OpenCode Before Reading Your Prompt
Claude Code vs OpenCode token overhead measured at the API boundary. Out-of-the-box baselines, instruction file weight, MCP schema tax, subagent multipliers, and cache-write behaviour.
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Report
Delve Generated 494 Fake Compliance Reports. The EU AI Act Was Designed to Prevent Exactly This.
A leaked spreadsheet revealed that GRC platform Delve generated 494 near-identical SOC 2 reports with pre-written auditor conclusions. The EU AI Act's conformity assessment framework was designed to prevent exactly this.
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