Pattern Intelligence ยท KLS

0043 quant read

The nearest historical setups point to downside risk, and the live chart evidence supports that caution.

Next week 36.4%

Unclear ยท avg analogue +6.93%

Moderate conviction
Next 4 weeks 16.4%

Likely lower ยท avg analogue -7.35%

High conviction
Live chart evidence Chart evidence challenges the read

5 of the core evidence blocks are acting as headwinds.

Quant agreement Evidence not decisive

Downside risk is confirmed while price remains below trend and relative strength keeps lagging.

Current weekly tape

Price, trend line, and fair value

Use this to anchor the probability read to the actual chart. A bearish analogue read is more serious when price is below trend or stretched above fair value.

Close
0.01
Trend Line
0.01
Fair value
0.01
Hover chart for weekly context.

Signal stack

What changed underneath price?

Each signal is standardized against its own recent history, so the lines show whether the current reading is unusually strong or weak for this stock.

Hover for standardized signal values.

Historical memory

Nearest 4-week analogue returns

Bars are the forward 4-week returns from the closest resolved examples, ordered by similarity. Red clustering is the warning sign.

Hover for analogue return and similarity rank.
Outcome frame

Range of outcomes from the nearest 4-week analogues

This is not a forecast range. It is the historical distribution of similar setups, translated into bear/base/bull context.

Bear case -23.79%

What weaker historical analogues tended to deliver.

Base analogue -0.26%

The middle outcome from the nearest resolved examples.

Bull case 0.00%

What stronger historical analogues tended to deliver.

Evidence stack

Why the model sees this setup

These are the current conditions feeding the analogue read. The point is not the number alone; it is whether the evidence agrees with the probability read.

Price vs Trend Line -28.57%

Price is below trend, which keeps pressure on the setup.

Price vs Fair Value -63.80%

Price is trading below Fair Value, which can create recovery potential if pressure improves.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.41

The stock is lagging relative strength.

Market Activity -0.25

This component is a drag.

Price Cycle -0.64

This component is a drag.

Historical rhymes

Closest resolved setups

The table keeps the model honest: these are the actual examples behind the headline odds.

Ticker Week Similarity Outcome 4W return
STOWER
SET
2026-06-12 0.6634 flat 0.00%
EMC
SET
2026-06-12 0.5945 flat 0.00%
CIG
SET
2026-06-12 0.589 flat 0.00%
594
SES
2026-06-12 0.5842 flat 0.00%
OTLK
NASDAQ
2026-06-12 0.5768 higher +28.69%
E27
SES
2026-06-12 0.5725 flat 0.00%
PMED
STO
2026-06-12 0.5572 flat 0.00%
V8Y
SES
2026-06-12 0.557 flat 0.00%
TWZ
SET
2026-06-12 0.5465 flat 0.00%
GTV
SET
2026-06-12 0.5464 lower -33.33%
PRIME
SET
2026-06-12 0.5454 lower -16.67%
TFI
SET
2026-06-12 0.5444 flat 0.00%
Distinctive drivers

What made this setup unusual

These are the largest deviations from the run baseline, renamed into plain market language.

  • Volume pressure 1.76417
  • Latest weekly return 1.00446
  • Weekly range 0.89934
  • Sector structure 0.59801
This is historical analogue evidence, not advice. It becomes more useful when probability, average return, chart evidence, and nearby examples all point in the same direction.

Evidence context