Renesis Insights

Renesis Team
How New Machine Learning Algos Disrupt Algorithmic Trading in Crypto
How new machine learning algos are disrupting algorithmic trading in crypto: what's changing in signals, execution, and market making.
Most institutional crypto infrastructure was built for CeFi. Connect your Binance API, pull some trades, generate a report. Done.
Then DeFi happened.
Suddenly funds weren't just trading on exchanges — they were staking on Lido, lending on Aave, providing liquidity on Uniswap, running perps on Hyperliquid, bridging through LayerZero, farming yield on Pendle. Across multiple chains. With positions that don't behave like simple buy/sell orders.
And the infrastructure? It didn't keep up.
The Real Problem
Here's what running a DeFi-heavy fund actually looks like today:
Your portfolio lives across five dashboards, three block explorers, and a spreadsheet that someone on the team "maintains." Your NAV calculation involves manually checking staking rewards, LP fees, funding rates, and bridge transfers — then praying the numbers reconcile. Your LPs ask for a performance report and you spend two days stitching one together.
The tools that exist were built for a world where crypto meant "spot trading on Binance." They bolted on DeFi support as an afterthought — wallet scanning that tells you token balances but has no idea what your Morpho lending position actually earned last month. Or what your impermanent loss was on that Curve pool. Or how your funding rate payments on Hyperliquid affected your overall P&L.
This isn't a minor inconvenience. It's an operational bottleneck that limits how funds scale, how they report to investors, and how they make decisions.
What We Built
Renesis is DeFi-native institutional infrastructure. Not CeFi tools with DeFi bolted on — the other way around.
We built protocol-level integrations from the ground up. That means we don't just scan wallets and show token balances. We understand what your positions actually are: LP fees earned, funding rates paid, yield accrued, staking rewards claimed — broken down per protocol, per position, with full historical tracking.
Portfolio Management System — a unified view across DeFi and CeFi. 80+ DeFi protocols with deep position-level tracking, 10+ centralized exchanges, 7+ blockchain networks. Institutional-grade analytics: Sharpe, Sortino, Calmar, Alpha, Beta, VaR — tracked over time, not just a snapshot. Full P&L attribution so you can see what's actually driving returns. LP reporting dashboards so your investors get real visibility, not a PDF you spent a week making.
Order Execution Management System — smart order routing across venues, a global order book that aggregates liquidity, and an advanced algo suite (TWAP, VWAP, Iceberg, and more) through a single API. Pre-trade cost estimates. Post-trade transaction cost analysis. Institutional execution without the institutional price tag.
Renesis Network (coming soon) — connecting fund managers with allocators through verified on-platform track records. No more recreating tear sheets for every LP meeting.
Why Now
The funds that will define the next cycle are already deploying on-chain. They're running DeFi-native strategies, not just holding spot on exchanges. But they're stuck using infrastructure that doesn't understand what they're doing.
There's a gap in the market — and it's not small. Funds managing $3M to $250M are too big for spreadsheets and too lean for enterprise vendors charging six figures with six-month onboarding timelines. They need real infrastructure that actually works with how they trade.
That's who we built Renesis for.
How We're Different
We're a team of 7 — DeFi-native, tech-first, no enterprise sales bloat. We've been building in crypto since 2016 and we ship fast. New integrations every week, not every quarter. When you need a protocol added, it takes days — not months and not a six-figure integration fee.
You talk directly to the people building the product. Not a sales team, not a customer success manager reading from a script. The founders, the engineers, the people who know the codebase.
And the portfolio management system is free for non-commercial use. No demo call required. Connect your accounts and go.
What's Next
We're adding ~5 new integrations every week. The execution infrastructure is live and expanding. An AI-powered interface for custom portfolio queries is in development — ask your portfolio questions in plain language and get real answers with attribution, not generic charts with a chatbot bolted on.
If you're running a crypto fund and your current setup involves too many tabs, too many spreadsheets, and too much manual reconciliation — that's exactly the problem we solve.
Renesis is the first DeFi-native institutional platform. Portfolio management, execution, and connectivity — built for how funds actually operate.
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What portfolio valuation is, who performs it, the fair value hierarchy across asset classes from listed equities to private equity and digital assets, and how valuation is becoming continuous
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See how Renesis brings continuous valuation to digital asset portfolios.
Built by builders.
For builders.
We're a DeFi-native team shipping fast. No enterprise sales cycles, no bloated pricing. Start free, talk to us when you're ready.
Sep 8, 2026
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Thomas Pratter
Portfolio Valuation: How Investment Portfolios Are Actually Valued
What portfolio valuation is, who performs it, the fair value hierarchy across asset classes from listed equities to private equity and digital assets, and how valuation is becoming continuous
Sep 8, 2026
Renesis Insights
Thomas Pratter
Portfolio Valuation: How Investment Portfolios Are Actually Valued
What portfolio valuation is, who performs it, the fair value hierarchy across asset classes from listed equities to private equity and digital assets, and how valuation is becoming continuous
Most institutional crypto infrastructure was built for CeFi. Connect your Binance API, pull some trades, generate a report. Done.
Then DeFi happened.
Suddenly funds weren't just trading on exchanges — they were staking on Lido, lending on Aave, providing liquidity on Uniswap, running perps on Hyperliquid, bridging through LayerZero, farming yield on Pendle. Across multiple chains. With positions that don't behave like simple buy/sell orders.
And the infrastructure? It didn't keep up.
The Real Problem
Here's what running a DeFi-heavy fund actually looks like today:
Your portfolio lives across five dashboards, three block explorers, and a spreadsheet that someone on the team "maintains." Your NAV calculation involves manually checking staking rewards, LP fees, funding rates, and bridge transfers — then praying the numbers reconcile. Your LPs ask for a performance report and you spend two days stitching one together.
The tools that exist were built for a world where crypto meant "spot trading on Binance." They bolted on DeFi support as an afterthought — wallet scanning that tells you token balances but has no idea what your Morpho lending position actually earned last month. Or what your impermanent loss was on that Curve pool. Or how your funding rate payments on Hyperliquid affected your overall P&L.
This isn't a minor inconvenience. It's an operational bottleneck that limits how funds scale, how they report to investors, and how they make decisions.
What We Built
Renesis is DeFi-native institutional infrastructure. Not CeFi tools with DeFi bolted on — the other way around.
We built protocol-level integrations from the ground up. That means we don't just scan wallets and show token balances. We understand what your positions actually are: LP fees earned, funding rates paid, yield accrued, staking rewards claimed — broken down per protocol, per position, with full historical tracking.
Portfolio Management System — a unified view across DeFi and CeFi. 80+ DeFi protocols with deep position-level tracking, 10+ centralized exchanges, 7+ blockchain networks. Institutional-grade analytics: Sharpe, Sortino, Calmar, Alpha, Beta, VaR — tracked over time, not just a snapshot. Full P&L attribution so you can see what's actually driving returns. LP reporting dashboards so your investors get real visibility, not a PDF you spent a week making.
Order Execution Management System — smart order routing across venues, a global order book that aggregates liquidity, and an advanced algo suite (TWAP, VWAP, Iceberg, and more) through a single API. Pre-trade cost estimates. Post-trade transaction cost analysis. Institutional execution without the institutional price tag.
Renesis Network (coming soon) — connecting fund managers with allocators through verified on-platform track records. No more recreating tear sheets for every LP meeting.
Why Now
The funds that will define the next cycle are already deploying on-chain. They're running DeFi-native strategies, not just holding spot on exchanges. But they're stuck using infrastructure that doesn't understand what they're doing.
There's a gap in the market — and it's not small. Funds managing $3M to $250M are too big for spreadsheets and too lean for enterprise vendors charging six figures with six-month onboarding timelines. They need real infrastructure that actually works with how they trade.
That's who we built Renesis for.
How We're Different
We're a team of 7 — DeFi-native, tech-first, no enterprise sales bloat. We've been building in crypto since 2016 and we ship fast. New integrations every week, not every quarter. When you need a protocol added, it takes days — not months and not a six-figure integration fee.
You talk directly to the people building the product. Not a sales team, not a customer success manager reading from a script. The founders, the engineers, the people who know the codebase.
And the portfolio management system is free for non-commercial use. No demo call required. Connect your accounts and go.
What's Next
We're adding ~5 new integrations every week. The execution infrastructure is live and expanding. An AI-powered interface for custom portfolio queries is in development — ask your portfolio questions in plain language and get real answers with attribution, not generic charts with a chatbot bolted on.
If you're running a crypto fund and your current setup involves too many tabs, too many spreadsheets, and too much manual reconciliation — that's exactly the problem we solve.
Renesis is the first DeFi-native institutional platform. Portfolio management, execution, and connectivity — built for how funds actually operate.
Sep 8, 2026
Renesis Insights
Thomas Pratter
Portfolio Valuation: How Investment Portfolios Are Actually Valued
What portfolio valuation is, who performs it, the fair value hierarchy across asset classes from listed equities to private equity and digital assets, and how valuation is becoming continuous
Sep 8, 2026
Renesis Insights
Thomas Pratter
Portfolio Valuation: How Investment Portfolios Are Actually Valued
What portfolio valuation is, who performs it, the fair value hierarchy across asset classes from listed equities to private equity and digital assets, and how valuation is becoming continuous
Most institutional crypto infrastructure was built for CeFi. Connect your Binance API, pull some trades, generate a report. Done.
Then DeFi happened.
Suddenly funds weren't just trading on exchanges — they were staking on Lido, lending on Aave, providing liquidity on Uniswap, running perps on Hyperliquid, bridging through LayerZero, farming yield on Pendle. Across multiple chains. With positions that don't behave like simple buy/sell orders.
And the infrastructure? It didn't keep up.
The Real Problem
Here's what running a DeFi-heavy fund actually looks like today:
Your portfolio lives across five dashboards, three block explorers, and a spreadsheet that someone on the team "maintains." Your NAV calculation involves manually checking staking rewards, LP fees, funding rates, and bridge transfers — then praying the numbers reconcile. Your LPs ask for a performance report and you spend two days stitching one together.
The tools that exist were built for a world where crypto meant "spot trading on Binance." They bolted on DeFi support as an afterthought — wallet scanning that tells you token balances but has no idea what your Morpho lending position actually earned last month. Or what your impermanent loss was on that Curve pool. Or how your funding rate payments on Hyperliquid affected your overall P&L.
This isn't a minor inconvenience. It's an operational bottleneck that limits how funds scale, how they report to investors, and how they make decisions.
What We Built
Renesis is DeFi-native institutional infrastructure. Not CeFi tools with DeFi bolted on — the other way around.
We built protocol-level integrations from the ground up. That means we don't just scan wallets and show token balances. We understand what your positions actually are: LP fees earned, funding rates paid, yield accrued, staking rewards claimed — broken down per protocol, per position, with full historical tracking.
Portfolio Management System — a unified view across DeFi and CeFi. 80+ DeFi protocols with deep position-level tracking, 10+ centralized exchanges, 7+ blockchain networks. Institutional-grade analytics: Sharpe, Sortino, Calmar, Alpha, Beta, VaR — tracked over time, not just a snapshot. Full P&L attribution so you can see what's actually driving returns. LP reporting dashboards so your investors get real visibility, not a PDF you spent a week making.
Order Execution Management System — smart order routing across venues, a global order book that aggregates liquidity, and an advanced algo suite (TWAP, VWAP, Iceberg, and more) through a single API. Pre-trade cost estimates. Post-trade transaction cost analysis. Institutional execution without the institutional price tag.
Renesis Network (coming soon) — connecting fund managers with allocators through verified on-platform track records. No more recreating tear sheets for every LP meeting.
Why Now
The funds that will define the next cycle are already deploying on-chain. They're running DeFi-native strategies, not just holding spot on exchanges. But they're stuck using infrastructure that doesn't understand what they're doing.
There's a gap in the market — and it's not small. Funds managing $3M to $250M are too big for spreadsheets and too lean for enterprise vendors charging six figures with six-month onboarding timelines. They need real infrastructure that actually works with how they trade.
That's who we built Renesis for.
How We're Different
We're a team of 7 — DeFi-native, tech-first, no enterprise sales bloat. We've been building in crypto since 2016 and we ship fast. New integrations every week, not every quarter. When you need a protocol added, it takes days — not months and not a six-figure integration fee.
You talk directly to the people building the product. Not a sales team, not a customer success manager reading from a script. The founders, the engineers, the people who know the codebase.
And the portfolio management system is free for non-commercial use. No demo call required. Connect your accounts and go.
What's Next
We're adding ~5 new integrations every week. The execution infrastructure is live and expanding. An AI-powered interface for custom portfolio queries is in development — ask your portfolio questions in plain language and get real answers with attribution, not generic charts with a chatbot bolted on.
If you're running a crypto fund and your current setup involves too many tabs, too many spreadsheets, and too much manual reconciliation — that's exactly the problem we solve.
Renesis is the first DeFi-native institutional platform. Portfolio management, execution, and connectivity — built for how funds actually operate.