Your AI infra,
tested inside a real financial institution.
IOSG is the financial-institution design partner for AI-native teams. We deploy your product in our daily venture and liquid workflows, handle compliance, ship instrumented feedback reports, and open doors into 300+ financial institutions across the US and Asia.
The financial-institution design partner most VCs cannot be.
We run a production AI stack inside a venture + liquid workflow. Your product gets tested in a real institutional environment, with compliance, telemetry, and a network of 300+ financial customers attached.
We run a real production AI stack. Yours runs inside it.
One engineer for every two investors on our team. Most VCs have none. We ship our own AI stack daily: custom plugins, MCP servers, automation, telemetry. Your product runs inside our actual workflow, not a sandbox. That's why our feedback is instrumented, our reports are signal, and our compliance instincts come from doing the work.
/ What we built
- Self-evolving Slack agents
- Custom plugins (Skills, Hooks)
- Custom MCP servers
- Automation workflows
- Telemetry pipelines
- Compliance-aware adoption
A direct path to 300+ financial institutions.
We share our CRM. We make warm introductions. We co-pitch into procurement.
Custom benchmarks. Continuous performance monitoring.
We design a custom evaluation suite for your product: latency, accuracy, agent task completion, retention, cost-per-task. We run it every cycle and ship a monthly performance report. You ship a feature, we measure if it moved the metric.
A developer audience most VCs can't reach.
We collaborate closely with the Newlearner channel, 62K verified developers in the largest high-quality overseas Chinese tech community, and connect founders directly into open-source model frontier labs. Offices in NYC and Hong Kong. Asia FI pilots close two to three times faster than US pilots.
/ What we built
- Newlearner channel (in-house collab)
- Open-source frontier labs
- 63 partner media outlets
- NYC + HK offices
The IOSG Founder Kit.
A coupon book for founders. We have negotiated exclusive discounts from service providers across infrastructure, tooling, and operations. Your runway stretches further.
Active design partners. Shipped.
Three teams currently inside our network. Two with revenue traction, one in flight.
Track record that closes.
How It Works
Three phases. Six months. Flagship FI logo + benchmark track record by the end.
Process designed by buildersUse cases + benchmark co-design
Define use cases, provision access, and co-design a custom benchmark suite for your product: the metrics that matter for your category.
Weekly feedback + monthly performance
We use your product daily across venture and liquid workflows. Every cycle, a structured feedback report. Every month, a performance report against your benchmark suite.
Open the doors
CRM access, warm introductions, co-pitching into procurement, and distribution through our developer channels. By the end: flagship FI logo, public case study, benchmark track record.
Who We Back
Building agent infra, dev tools, or AI productivity products
Tools, frameworks, agents, or applications that ship to real users.
Targeting SMBs, developers, or financial institutions
Your end customer is a builder or an institution. We have both audiences.
Builders Only
Tell us what you are building.
> Email yiping@iosg.vc with one paragraph on what you are shipping, a demo link, and your current traction. 72hr response.
Email Yiping