Explainable AI Infrastructure

AI outputs you can explain and verify

Not just answers. Reasoning chains. Confidence scores. Audit trails. Build AI applications where you can see how conclusions were reached.

Explainable Outputs

See reasoning chains, not just answers

Confidence Scores

Know when to trust the output

Multi-Model Evaluation

Cross-check with multiple perspectives

Audit Trails

Full logs for compliance and debugging

Simple API

Queries that show their work

Ask questions in natural language. Get answers with explanations, confidence scores, and the reasoning steps that led to each conclusion.

Natural Language Interface

Query with plain English, get structured results

Reasoning Chains

See the steps that led to each answer

Calibrated Confidence

Probabilistic scores for output reliability

example.ts
import { LucidityDB } from '@luciditydb/client';

const db = new LucidityDB({ apiKey: 'your-api-key' });

// Query with explanation
const result = await db.query({
  question: 'Summarize the key risks in this contract',
  context: contractText,
  options: {
    explain: true,      // Return reasoning steps
    confidence: true,   // Include confidence score
  }
});

console.log(result.answer);      // The summary
console.log(result.confidence);  // 0.87
console.log(result.reasoning);   // Step-by-step explanation
How It Works

Structured outputs with provenance

Every query returns not just an answer, but the reasoning that produced it.

Structured Reasoning

Queries return step-by-step reasoning alongside results

Calibrated Confidence

Probabilistic scores indicating output reliability

Multi-Perspective Validation

Optional cross-checking from different model viewpoints

Constraint Enforcement

Define rules that outputs must satisfy

Why LucidityDB

Build AI you can debug and audit

Audit-Ready

Full logs of every query, response, and reasoning step. Export for compliance reviews.

Data Isolation

Your data stays in your environment. Self-hosted options available.

Low Latency

Explanations add minimal overhead. P95 response times under 500ms.

Standard APIs

REST and SDKs for Python, JavaScript, Go. OpenAPI spec available.

Configurable

Control explanation depth, confidence thresholds, and validation rules per query.

Usage-Based Pricing

Pay for queries processed. No per-seat licensing. Free tier available.

Use Cases

Where explainability matters

Healthcare

Clinical decision support with documented reasoning. Audit trails for regulatory review.

Financial Services

Credit decisions and risk assessment with explainable factors. Model governance support.

Legal & Compliance

Document analysis with citation chains. Contract review with flagged reasoning.

Start building with explainable AI

Free tier available. No credit card required.