ABOUT SINTINEL

AI-powered trading intelligence,
built for retail traders.

Sintinel combines real-time sentiment analysis from news, social media, and SEC filings with quantitative models to surface actionable trading signals. The platform uses a multi-agent AI architecture — where specialized models for sentiment, quant analysis, and risk assessment cross-check each other — to give retail traders the kind of signal intelligence that used to require a quant desk. Every signal is scored, tracked, and held accountable against actual market outcomes.

BUILD LOG
Feb 2026 · Week 1🚀
Core Platform Launch
Live Alpaca integration (paper + live), Supabase auth, watchlist management, and real-time market data from Finnhub.
AlpacaSupabaseFinnhub
Mar 2026 · Week 1📡
Sentiment Engine v1
Keyword-based sentiment scoring across Finnhub news, Reddit (WSB, r/stocks, r/investing), and Google Trends. Cron pipeline every 15 min during market hours.
NLPRedditCron
Mar 2026 · Week 1🧠
AI-Powered Scoring
Claude Haiku replaces keyword matching with LLM-powered sentiment analysis. ~$0.015/day for 5 tickers.
ClaudeAIAnthropic
Mar 2026 · Week 1📊
Quant Models + Position Sizing
Kelly criterion, EV gap, KL-divergence scoring. Persisted quant scores with daily signal accuracy evaluation.
KellyEV GapKL-Div
Mar 2026 · Week 1💹
Fundamentals & Trade P&L
Finnhub fundamentals (P/E, market cap, 52-week range), timeframe selector, and trade P&L with sentiment correlation.
FundamentalsP&LCharts
Mar 2026 · Week 1⚗️
Models Lab & Pricing
19 pluggable indicators with configurable weights. Tiered pricing with Stripe billing and 7-day free trials.
ModelsStripeSaaS
Mar 2026 · Week 2
Quant Signals Dashboard
Signal Rankings, Model Accuracy, and Score Trends tabs with 30-day sparklines, gauge bars, and signal accuracy log.
DashboardSparklinesUX
Mar 2026 · Week 3💬
Plain-English Explainer
Click any symbol for narrative analysis. Position Intelligence replaced with contextual prose instead of raw numbers.
UXNLPExplainer
Mar 2026 · Week 3📈
Portfolio Benchmark
Equity curve with SPY overlay, cumulative P&L, rolling win rate, Sharpe ratio, drawdown, and daily returns distribution.
BenchmarkSPYSharpe
Mar 2026 · Week 3🤖
Multi-Agent AI Scoring
Four specialized agents via OpenRouter: Sentiment (Claude Sonnet), Quant Analyst (Gemini Flash), Risk Check (DeepSeek V3), Summarizer (Claude Sonnet).
Multi-AgentOpenRouterLLM
Mar 2026 · Week 3🔐
Tier Gating + BYOK + Cost Budget
Feature-gated scoring by plan. BYOK unlocks full pipeline on any plan. Daily/monthly cost budgets with auto-fallback to Haiku.
BYOKBudgetTiers
BUILT BY
TN
Timothy Nichols
Founder / CEO

Avid technologist, basic trader. Sintinel was born from a personal interest in applying AI and quantitative methods to retail trading — combining sentiment analysis, multi-agent LLM scoring, and rigorous signal accountability into a platform that holds itself to the same standards as the trades it recommends.