You've sold too early, then watched stocks multiply without you.
You've recognized the winners only after they became headlines.
You've chased momentum instead of understanding what changed underneath.
Imagine holding Tesla during its scaling years but not after the $1,000 headlines. Recognizing Netflix's streaming dominance while it was still dismissed as a DVD company. Understanding Amazon's cloud pivot before AWS became consensus.
That's the investor you'll become. Calm, informed and early.
You'll see transformations forming 3-5 years before they become obvious. You'll hold with conviction because you'll understand the shift underneath, not the noise on top.
NVDA
2023-2024 Cycle
DAVE
2023-2024 Cycle
UBER
2024-2025 Cycle
I know that feeling — selling too early, then watching the chart go vertical.
For years I kept recognizing transformation after it was priced in. Tesla's production scaling. Netflix's streaming dominance. Amazon's cloud infrastructure. The winners were always obvious in hindsight.
But by the time these stories made headlines, those quiet, critical moments when everything fundamentally shifted had already passed.
The question kept nagging me: what if I could systematically identify these inflection points as they were forming, not years later?
So I built the framework I wish I'd had: a systematic, transparent way to study companies at the start of their transformation cycles. Not for day trading. Not for hype. For clarity.
I'm not trying to time entries to the day or week. I'm not offering advice or promising results. I'm simply providing a structured, repeatable way to identify fundamental shifts across public companies. The kind that take three to five years to unfold but define entire cycles of value creation.
Ola, Founder
The transformation from reactive investor to systematic detector of inflections
While markets obsess over quarterly beats and daily moves, you'll track the quiet multi-quarter shifts that actually change a company's trajectory.
You'll recognize those moments as they form, not years later. Tesla's inflection wasn't at $1,000 — it was when production finally scaled. You'll spot the pattern before the headlines.
What changes:
That sick feeling of selling too soon ends here. You'll know why you own what you own, because the data will show the improvement continuing beneath the surface.
Conviction replaces confusion. When others panic during volatility, you'll understand whether the thesis remains intact. You'll hold through noise because you'll see the signal.
What changes:
By the time CNBC calls it a breakout, you'll already understand the story. By the time analysts upgrade, you'll already know why.
You'll be years ahead of consensus — not reacting to it. The frenzy becomes confirmation, not your entry signal. You'll recognize the inflection long before the crowd arrives.
What changes:
We provide systematic research. You make investment decisions. This is education, not advice.
While markets fixate on quarterly results and daily moves, lasting transformations begin quietly when a company’s fundamentals start improving beneath the surface.
Tesla's inflection wasn't when it hit $1,000 per share. It was years earlier when production finally scaled. Netflix's inflection wasn't at $400—it was when streaming adoption reached the tipping point. Amazon's retail inflection happened long before most investors recognized e-commerce dominance.
Scydar’s framework tracks these fundamental shifts across public companies, revealing how change takes shape before it becomes consensus.
View research accessMarkets are slow to recognize fundamental shifts. Here's how inflections typically develop:
Quarters 1-2: Early Signals
Metrics begin improving, but may still be noise
Our system tracks the data but does not alert yet
Quarters 3-4: Inflection "Arms"
Multiple consecutive periods start confirming the shift
This is when Scydar alerts you (subject to tier delay)
Months 6-12: Early Recognition
Institutional investors begin noticing
Price can move within a 15-30% range, but the thesis is often still early
Year 1-2: Broader Awareness
Mainstream coverage, analyst upgrades
The Inflection thesis gains wider validation.
Years 3-5: Full Realization
Fundamental transformation becomes broadly recognised.
Historical range: Multi-year compounding
Key insight: Even with our longest delay (90 days), you're still catching inflections in their early stages, months or years before full market recognition. The "arming" process itself takes multiple quarters, making tier delays small in real terms.
Past performance does not guarantee future results. For illustrative purposes only.
Historical examples where Scydar’s framework detected inflection points before broader recognition.
AI Infrastructure Inflection
Detected: April 2023 at adjusted $30–$40 range
Market lag: Immediate (mega-cap)
Key signal: Q2 guidance beat consensus by 57%
Illustrative outcome: Subsequent price appreciation reflected the market’s repricing of long-term earnings power.
"AI compute demand would exceed supply for multiple years"
Neobank Platform Profitability
Detected: March 2023 at $8-12 range
Market lag: 3-4 quarters (micro-cap)
Key signal: EBITDA -$25M → +$10M over four quarters
Illustrative outcome: Significant market re-rating followed as financial performance improved.
"Neobank could reach profitability without massive dilution"
Ride-Share Platform Scale Economics
Detected: September 2024 at $60-$70 range
Market lag: 1-2 quarters (large-cap)
Key signal: First sustained profitability after 14 years
Illustrative outcome: Share performance reflected growing confidence in operating efficiency.
"Platform leverage would drive 40%+ margin expansion"
Smaller capitalisations have generally shown longer recognition periods, allowing fundamentals to mature before widespread market attention.
Scydar’s methodology also analyses the full cycle including when inflections stabilise or reverse. Long-term tracking across companies such as Chipotle and Caterpillar shows recurring detection over multiple decades.
See full methodology breakdown, timelines, and transparency report
⚠️ These examples are provided solely to illustrate our research methodology. They are not current recommendations or solicitations to buy or sell any securities. Past detection or historical performance does not guarantee future results. All investment decisions remain entirely your own.
Our research is designed for patient, research-driven investors who think in years, not days
We're researchers, not advisers. We identify and study inflection points; you make all investment decisions. If you're looking for someone to manage your money or tell you exactly what to do, we're not the right fit. If you want systematic and transparent research to enhance your own investment process, welcome to Scydar.
Choose the outcome you want — from learning our method to seeing inflections early and acting with conviction.
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Contact salesWe use a three-layer systematic process: (1) Quantitative screening monitors thousands of companies for improving fundamentals across multiple quarters, (2) Pattern validation ensures signals are durable and have structural support, and (3) Historical pattern matching compares current inflections to past precedents.
We track four types of inflections: revenue trajectory shifts, operational leverage improvements, market position gains, and strategic business transformations. An inflection becomes "armed" only when multiple metrics improve consistently over several periods and reach thresholds that historically correlate with sustained multi-year performance.
Finally, we manually validate every armed inflection for competitive positioning, management quality, industry context, and risk factors before it reaches you. This hybrid approach combines algorithmic pattern detection with human judgment.
Our tiered delay system (90D/35D/14D/7D) ensures regulatory compliance by positioning our work as research and education rather than real-time investment advice. This keeps the platform accessible without requiring investment advisor registration across multiple jurisdictions.
Importantly, when targeting 3-5 year investment horizons, delays of days or weeks become statistically insignificant. Our "arming" process already requires multiple consecutive quarters of improving fundamentals before we flag an inflection—the additional tier-based delay is minimal in the context of multi-year thesis development.
The delays also align philosophically with patient, long-term investing. If you need real-time alerts, you're likely trading rather than investing in fundamental inflections that take years to fully materialize.
We don't provide short-term trading signals, hot stock tips, or "buy now" commands. Our research focuses exclusively on systematic identification of fundamental inflection points that may precede multi-year appreciation cycles.
Stock tips say: "Buy XYZ now!" Our research says: "Company XYZ appears to be undergoing a revenue trajectory shift. Here's our three-layer analysis, historical precedent, competitive context, cyclicality assessment, and key metrics to monitor. Now conduct your own due diligence and make your own decision."
We're researchers showing you where to look, not advisors telling you what to do. You're responsible for all investment decisions, risk assessment, and position sizing.
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