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F68 ANALYTICAL DATA
7 min read
A human looks at a chart and sees a trend.
AI does not read charts with its eyes the way humans do.
An analyst can look at a chart and almost instantly recognize where price sits within a wave. Whether momentum is strengthening or weakening. Whether volume is confirming the move or revealing traces of distribution. Whether a breakout is opening a new price zone — or starting to fail right after it appears.
For humans, these things show up as images.
For AI, those relationships need to be encoded as structured data.
So the question is not only how strong the AI is.
It is:
How has the market been turned into data so that AI can read and understand it?
That is the role of F68 Analytical Data — a financial data layer built to convert what analysts see on charts and in market information into a data language of its own that AI can read and understand in the right context.
F68 ANALYTICAL DATA
2,000+ parameters and indicators extracted, standardized and organized into data series.
Not to create a bigger indicator table.
But to turn what an analyst sees on a chart into data structured enough for AI to analyze.
Price is more than a level — it has a place within the market structure.
Momentum is not just a value — it has a trajectory.
Volume is not just large or small — it has to be read together with the result it produces on price.
A breakout is not just the moment price clears a high — it is also what the market does after that move.
From isolated, scattered numbers — through F68 Analytical Data, the market begins to appear as a structured state.
How is F68 Analytical Data different from feeding data into AI yourself?
You can certainly give the AI:
RSI = 78.
Volume = 2.4 times the average.
MACD positive.
Price just broke out.
All the numbers are correct.
But they are still just pieces of information at a single point in time.
Data is extracted, standardized and organized into series before being fed to the AI Agent, helping the AI understand position and trajectory for deep analysis.
And that very context can completely change the meaning of the same indicator.
Take an RSI of 78.
At the start of a new trend, when the breakout holds and volume shows demand expansion, an RSI of 78 can be a sign of strength.
Yet after an extended advance into a supply zone, the same RSI of 78 — with rising volume but little price progress — may point to exhausted buying pressure.
The same RSI of 78.
The same volume: 2.4 times the average.
The same breakout.
But one side may be continuation.
The other may be distribution.
The number does not change. The context changes — and the meaning of the signal changes with it.
That is the difference between feeding a number to the AI and giving the AI the context to understand that number.
Standalone data gives the AI a number. F68 Analytical Data puts the number in context, helping the AI analyze in depth.
Because the market is not a photograph.
It is a movement in progress.
An indicator at the present moment tells you the state.
F68 Data tells the AI the trajectory — and whether that movement is accelerating or fading.
A stock can be near its 20-session high yet still sit deep inside a year-long downtrend structure.
Momentum can be strengthening while money flow has not confirmed.
Volume can surge while price makes almost no progress.
A breakout can have happened — but the market fails to hold the zone it just broke.
Each individual fact is correct.
But only when they are placed side by side does the market's true state begin to show.
What analysts see on a chart, the AI needs to read in a data language of its own.
Start of a wave or end of a wave.
Compression or expansion.
A break of a swing high or low — or a liquidity sweep.
A breakout confirmed or already turned into a failed break.
Volume driving price progress — or producing little movement.
The current price zone is support, balance or where supply starts to appear.
These are relationships analysts read by eye on a chart.
F68 extracts, standardizes and organizes them into data so the AI can bring them into its reasoning.
Not so the AI has a great many more indicators.
But so the AI has a data language deep enough to understand the relationships among them.
From a chart made for human eyes — into market data that AI can read and understand in depth.
And when data is organized that way, the AI's questions change too.
Not just:
“What is the RSI right now?”
But:
“Where in the trend is this RSI appearing?”
Not just:
“Is today's volume large?”
But:
“What price result did that effort produce?”
Not just:
“Has price broken out yet?”
But:
“Is the breakout holding and confirmed — or failing?”
The AI no longer reads each number alone.
It begins to read the relationships between the numbers.
Data is the foundation. Methodology creates depth.
F68 reports do not reason from a single indicator. F68 Analytical Data organizes data into series, helping the AI determine the current state, read the supply–demand interaction through price and volume, and identify the role of each price zone.
This data layer gives F68’s specialized agents a deeper, more consistent basis for analysis.
But F68 Analytical Data does not lock the data into F68's methodology.
Because for the same market, an investor may have a different way of reading.
A different framework.
A different trading system.
Experience built up over many years of watching the market.
Standardized data is the foundation. How the AI reads and understands the data determines the depth of analysis.
Analysis with your own methodology
Use F68 data to analyze the market with AI, following your own methodology.
You can use F68's data layer as the foundation to build and configure a stock analysis AI Agent that thinks the way you do.
The principles you believe in.
The signals you watch.
The way you read Supply–Demand.
The way you define a trade-worthy opportunity.
Turn years of methodology and experience into an AI agent that follows your approach.
F68 provides the data.
You decide how the AI learns to read the market.
F68 ANALYTICAL DATA MCP — Bring F68 data into your own system
F68 Analytical Data is not limited to the F68 AI platform.
Through F68 Analytical Data MCP, users can connect the market data layer that F68 AI has extracted and standardized to their own applications, AI Agents or working environments that support MCP.
That lets you use the same F68 data foundation while applying:
your own model · your own Agent · your own analytical methodology · your own working system
No need to export data and feed it back into the AI by hand after every use.
F68 Analytical Data provides the data layer.
MCP brings that data layer to wherever your AI is working.
Guide to connecting F68 Analytical Data MCP →
F68 ANALYTICAL DATA
From charts built for human eyes to structured market data AI can understand.
Standardized data is the foundation. How the AI reads and understands the data determines the depth of analysis.
For AI to analyze more deeply, the market must first be organized into data the AI can read and understand.
