Platform Features
Every feature built around one principle: verifiable reasoning.
Claro Cambioria combines signal generation, risk controls, and public performance logging into a single workflow — so you can see not just what the system decided, but why.
Start Free TrialCore Capabilities
What's inside the platform
Each feature below addresses a specific gap in how automated decision tools are typically built: opaque logic, unverified track records, and no clear audit trail. Here's how Claro Cambioria approaches each one.
Model Reasoning Log
Every output is accompanied by a structured explanation of the inputs and weighting that produced it, so decisions can be reviewed rather than taken on faith.
Public Performance Records
Historical outputs are timestamped and retained in a format that can be checked against actual outcomes after the fact, rather than summarized after cherry-picking.
Configurable Risk Thresholds
Set parameters for exposure, sensitivity, and confidence cutoffs so the system's output aligns with your own tolerance rather than a fixed default.
Scenario Replay
Step back through prior periods to see how a given configuration would have responded, helping you understand behavior before relying on it live.
Data Source Transparency
Inputs feeding each model are documented and versioned, so you always know what the output is actually responding to.
Exportable Audit Trail
Decision histories can be exported for your own records or independent review, rather than remaining locked inside a closed interface.
Under the Hood
Transparency isn't a dashboard add-on — it's structural
Most tools bolt on a "performance" tab after the fact. Claro Cambioria was built the other way around: the logging and explanation layer is part of how the system generates output in the first place, not a separate reporting step applied afterward.
That means the reasoning you see attached to a decision is the same reasoning the model actually used — not a simplified summary generated for display purposes.
Workflow
From signal to decision, in three visible steps
STEP 01
Ingest & Normalize
Incoming data is standardized and checked for consistency before it reaches any model, with the source and timestamp of every input preserved.
STEP 02
Generate & Explain
The model produces an output alongside a structured rationale — the factors considered and their relative influence — logged at the same moment.
STEP 03
Record & Review
The decision, its rationale, and the inputs behind it are stored in the public log, available for later comparison against actual outcomes.
Verification
Performance you can check, not just read about
Instead of a curated summary, Claro Cambioria publishes a running log of past outputs. The chart below illustrates the kind of period-by-period breakdown available inside the platform.
Illustrative output log by period — actual figures appear in your account dashboard.
Why this matters
A log you can't inspect is just a claim. By keeping decision history in a consistent, exportable format, Claro Cambioria lets you — or anyone reviewing the platform — check stated performance against the actual record, period by period.
This doesn't guarantee future results, but it does mean past ones aren't taken on trust.
Applied in Practice
How these features come together
Daily Review
Checking overnight output before the market opens
Pull up the reasoning log for anything generated outside your active hours, review the inputs that drove it, and adjust thresholds before you start your day — rather than reacting blind.
Due Diligence
Evaluating the platform before committing
Use scenario replay and the public performance log to see how the system has behaved historically under your intended configuration, before relying on it with live decisions.
Ongoing Audit
Keeping your own independent record
Export the decision history on a regular basis so you maintain a copy outside the platform — useful for your own tracking, reconciliation, or review process.
See the full feature set in your own account
Start a free trial to explore the reasoning logs, risk controls, and performance history firsthand.