CIP

Decision Intelligence
for What Comes Next.

Pick a market, an asset, a timeframe. Four specialists build and test the strategy: paper only, on real data.

Try the prototype
Category
Fintech · quantitative research
Model
Multi-agent LLM pipeline
Stage
Pre-seed · MVP shipped
Markets
Stocks · Crypto · Forex

About us

Capital Investment Prospects (CIP)

CIP turns a plain-English idea, such as “buy the breakout when volume confirms,” into a backtested, risk-managed strategy. No code, no broker wiring, no microstructure expertise required.

Output: a strictly-typed strategy, a full distribution of results across realistic costs, and a risk report.

CIP
  1. 01 · Natural language in
  2. 02 · Backtested strategy out

Fast access to news, data and research tools that turn knowledge into action.

The strategy that lies

Almost every retail strategy looks brilliant on a naive backtest, then loses money the moment it meets a real order book.

Smoothed candles, mid-spread fills, cross-asset reuse, in-sample metrics: four “death traps,” shown at right, turn a backtest into a live loss.

Tools that catch these mistakes cost tens of thousands a year and need a quant on staff, so millions across Uzbekistan and beyond who want to invest but fear charts they can’t read fly blind. CIP turns that fear into a tested, risk-managed strategy for everyone.

+200%+200%

The gap between a naive backtest and live reality.

Every one of those four traps is made structurally impossible in CIP. Not discouraged. Made impossible.

Positioning: the next Bloomberg

Bloomberg for everyone

Bloomberg gave professionals the data to decide manually. CIP does the analysis and the strategy work automatically, for everyone.

Bloomberg Terminal
  • Manual: a cockpit you must learn to fly
  • ~$30,000 / year per terminal
  • Built for institutions and pros
  • Data & tools; you build the strategy
CIP
  • Automatic: describe the idea in plain English
  • A small fraction of the cost
  • Built for retail, individuals, and investing firms
  • A finished, risk-checked strategy

What we do

Pick & go
Select an asset and a timeframe. CIP builds and tests the strategy.
Automated pipeline
Four specialised agents research, design, backtest and stress-test it end to end.
Risk-managed output
A strictly-typed strategy, the full distribution of results, and a plain-language risk report.

The four-agent loop

A fixed LangGraph sequence. Every strategy passes through all four, none skippable.

01

Market Scout

Pulls price, order-book flow, and news / sentiment for the asset.

02

Strategy Architect

Compiles the setup into a strictly-typed strategy, never raw code.

03

Backtest Engine

Runs it on point-in-time data with realistic fills, fees and slippage.

04

Risk Cop

5,000-permutation Monte Carlo. On a breach, loops back for correction.

Risk Cop → Strategy Architect · the only feedback edge in the graph · retry cap of 3

5,000 simulations stand behind every result.

The product is built to refuse to lie to you.

Research, news, access, charts.

A workspace built for judgement, not noise: multi-asset monitors, honest charting, and market context that matters.

Principle
  1. 01 · Expectancy over win-rate
  2. 02 · Every number badged ‘simulated’
  • Risk checked, every time.
  • Every strategy stress-tested.
  • Losses modelled, not hidden.
  • Hard limits, never overridden.

Built to remove the fear from investing

Four “death traps” that fake most backtests are made structurally impossible. Not merely discouraged.

01

Smoothed candles

Heikin-Ashi and synthetic candles show fills that never existed. Rejected at the data layer.

02

Mid-spread fills

We model order-book depth, maker/taker fees and realistic slippage, never a fantasy price.

03

Cross-asset reuse

BTC parameters don’t transfer to SOL. Per-asset optimisation is enforced by the validator.

04

In-sample metrics

70 / 30 chronological split, point-in-time adjusted, no look-ahead, no survivorship cleaning.

Headline by expectancy, never win-rateAlways the full distributionAlways benchmarked against buy-and-holdEvery number badged SIMULATEDHuman approval required

By the numbers

The engineering discipline behind every strategy CIP produces.

0

Monte Carlo permutations per risk check

< 0s

to finish the full simulation, vectorised

0

specialised agents in a fixed pipeline

0

asset classes: stocks, crypto, forex

70/30

chronological train/validate split

0

automated tests, fully offline & green

Our vision

The platform to success in trading.

Bloomberg brought transparency to institutions for forty years. The next leap isn’t more data for the few. It’s honest, automated research for the millions never let in.

Younger. Simpler. Cheaper. Automatic.

Capital Investment Prospects

Younger, simpler and cheaper than Bloomberg, and automatic instead of manual.

Category
Fintech · quantitative research
Stage
Pre-seed · MVP shipped
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President Tech Award: build the next Bloomberg

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Want to see it work first? Run the prototype and pick an asset to watch the four agents.