The proposed action
A machine-readable action, target, segment, threshold or intervention appropriate to the business decision.
Decision API
Put the decision inside the workflow.
Graphite Note can deliver model outputs as machine-readable decision objects so another application can consume a recommendation, expected impact, confidence and supporting evidence without forcing users into a separate analytics screen.
Machine-readable output
A recommendation your product can consume.
The exact contract depends on the use case and integration. A decision object can carry the fields required by the receiving system, including decision context, recommendation, expected impact, confidence, evidence and governance state.
The example shown here is illustrative, not a fixed public API contract.
Illustrative decision objectJSON
{
"decision": "reduce_discount",
"segment": "high_value_repeat_customers",
"recommended_change": "-5%",
"expected_margin_impact": "+180000 EUR",
"confidence": 0.88,
"evidence": ["causal_effect", "uplift_test"],
"review_required": true
}Integration pattern
Keep your interface. Add a decision layer.
Your application
→Business context + candidate actions
→Graphite Note Decision API
→Recommendation + impact + evidence
The receiving system can be an ERP, CRM, BI product, workflow platform, vertical SaaS product or AI agent.
What can be returned
More than a score.
What is expected to change
An estimated business effect, uncertainty or confidence value when the underlying method supports it.
Why the action was selected
References to model outputs, causal evidence, constraints or other decision context required for audit and review.
Direct answers
How the API fits.
Does the Decision API replace our application UI?
No. It is designed to let an existing product keep its own interface and workflow while consuming the decision layer programmatically.
Can the output require human review?
Yes. A workflow can keep approval with the responsible user and use the API to provide the recommendation, expected impact and evidence needed for that review.
Can Graphite Note work behind an AI agent?
Yes, where the integration is appropriate. The agent can use a governed decision object as a structured tool output instead of inventing an action from free-form text alone.
Decision IntelligenceFrom signal and prediction to a governed business action.AutoMLAutomate repetitive model-building work without losing business context.Causal Machine LearningSeparate drivers from correlations and estimate intervention effects.Predictive AnalyticsForecast demand, score customers and anticipate business outcomes.Decision OptimisationCompare feasible actions and rank them by expected business impact.Decision APIDeliver recommendations, expected impact and evidence into workflows.Embedded Decision IntelligenceAdd a decision layer to ERP, CRM, BI, workflow and vertical software.Build vs BuyA practical framework for deciding whether to build, buy or embed.
Your product already has the workflow. Add the decision.
We can scope the decision object and integration around one high-value use case.