For hedge funds.

Vendor failover and vision-LLM input
at quant-desk latency.

200 charts. 47 ms p50. Byte-identical frames.

Brief our capital-markets team →

Quant desks integrate Maatsii in two patterns. The first is vendor failover: when the primary chart vendor flickers, Maatsii is the second-source feed already wired up. The second is vision-LLM input: Maatsii frames are fed directly into Claude or GPT-4V tool calls, replacing the brittle in-house renderers most teams maintain.

Both patterns share a constraint — the chart must be reproducible, the latency must be bounded, and the redistribution rights must be unambiguous. Maatsii is built around all three.

Five proof points

1. 47 ms p50, 200 ms p99 from market to frame.

   Histogram published at /sla, updated nightly.

2. 200 charts across 35 asset groups.

   Index futures, Treasuries, FX, commodities, crypto, vol, credit, macro, equity ETFs. See coverage →

3. Byte-identical, server-timestamped frames.

   Same ticker plus same timestamp returns the same JPEG. Audit-grade reproducibility.

4. Private deployment available.

   Your VPC, your egress, your network ACLs. Enterprise tier.

5. AI-agent native.

   Every endpoint is one Claude or GPT tool call. /llms.txt publishes the full discovery surface.

Objections we expect

Can we redistribute frames inside LP letters and research notes?

Yes. Frames are owned by the requesting account. Attribution is optional, not required. See terms.

What happens if your origin goes down?

Multi-region failover with DNS-level health checks. Histogram of incidents at /sla. The streamer is independently monitored by a status-page subdomain.

How do we know your latency is real?

Public histogram, third-party measurement, methodology documented. A live counter sits at metrics.maatsii.com. We will provide raw measurement data on request.

Can we run this in our VPC?

Yes. Enterprise tier includes private deploy. We supply container images; your team operates the cluster; we provide the streaming pipeline as a managed service or hand off the binaries.

Who is running this?

Founder bio, prior firms, capital sources at /manifesto. We answer email.

Brief our capital-markets team