Institutional memory
Own the learning loop.
Elendil helps capital markets firms turn judgment, workflows, and decision context into firm-owned intelligence that compounds over time.
Meet With Us
Private partners · 2026
Institutional memory
Elendil helps capital markets firms turn judgment, workflows, and decision context into firm-owned intelligence that compounds over time.
The shift
Frontier models are becoming broadly available. The durable edge is the proprietary context around how a firm researches, debates, decides, and acts. Elendil preserves that context as governed institutional memory, so every workflow strengthens the next one.
The layer
Preserve the reasoning, assumptions, dissent, and source material behind investment and operating decisions.
Connect AI outputs to filings, memos, notes, data rooms, market data, and internal firm knowledge.
Turn repeated workflows into a learning loop that reflects how your firm thinks, not how a generic model guesses.
The outcome
Elendil gives teams a governed foundation for AI-native research, diligence, trading support, investor communications, and operations. The result is not just saved time. It is a firm that gets smarter every time work happens.
Architecture
Elendil sits beneath the agents and workflows your firm uses, connecting external sources, internal knowledge, and institutional memory into one governed context layer. Bring the models and systems you choose. Keep the intelligence inside the firm.
Founders
Former VP of AI Memory, MemVerge · 2026 LinkedIn Top Voice, Finance & AI
linkedin.com/in/jingxie ↗Former Quant Hedge Fund CTO · Head of Investment Analytics, Techstars
linkedin.com/in/oleifrking ↗Proof
“Oliver takes his proprietary models, adapts them to your firm, and runs the operations. He baselines everything, builds a systematic process, sets a target, and lets you layer in around it. It's a great approach — and others are starting to pick up on it.”
“For anyone looking to master AI automation and modern coding practices, Jing is the go-to expert. He stays ahead of the curve, consistently delivering insights that are both innovative and practical.”
“Oliver is wildly capable on AI and process improvement. He's core to the team that's going to get things done over the next year. The tools and workflows he brings are an accelerant — operational velocity and technology you can really leverage.”
“Jing advised me on building out agentic workflows for securities research to augment my trading. He has substantial AI knowledge, especially when it came to building agents, and architecture patterns, given the specializations some of the agents have. I highly recommend him for any business looking to develop their AI capabilities.”
“Oliver came in with no context and inside two weeks delivered a strategy and operations memo that was genuinely impressive — spot on in places where I'd been thinking the same thing but hadn't put it down. He brings experience you can really respect.”
“Jing is relentless in pursuit of business objectives, quick in absorbing new technologies, and is capable of juggling many balls at the same time… loyal, passionate for the cause, and exceptionally dedicated. Any high-tech organization would be lucky to have a leader like Jing!”
“We've had nothing but a positive experience — in fact, some of our own clients have ended up engaging Oliver directly. He's been the secret sauce in getting us from ideas in our heads to actually executing, and doing it right.”
“I had a very productive chat with Jing about using AI for investment management purposes. He is amazing at explaining complex ideas in a simple way.”
Private partners
We are working with a select group of capital markets firms in 2026.