How it works
KriyagniAI: Traceable Business Intelligence
From ingestion to defensible decision.
Ingest & Link
Connect public datasets, filings, and signals into a unified source graph.
Verify & Score
Cross-check facts across tiered sources. Track contradictions, freshness, and gaps. Score confidence transparently.
Deliver & Defend
Every output includes source-based summaries, audit trails, and actionable insights.
Powered by our Intelligence Orchestration: Multi-source validation. Temporal awareness. Tier-weighted truth estimation.
Measured uncertainty.
Evaluates evidence strength. Assigns confidence bands. Explainable outputs.
- • Automated provenance
- • Bias detection
- • Compliance documentation
High Confidence
Based on analysis.
Workflow Logic
Intelligence Orchestration
A 7-layer pipeline designed for high-fidelity research.
Request Intake & Scope Definition
Entity identification, research goal, depth, geography, time window.
Multi-Domain Research Engine
6 parallel intelligence tracks run simultaneously.
Source Reliability Tiering
4-tier trust hierarchy with weighted confidence scores.
Evidence Validation & Contradiction Engine
Multi-source cross-check, temporal freshness, conflict detection.
Intelligence Synthesis
Analyst-grade reasoning: fact vs inference, skepticism by default.
Structured Report Output
4-level output stack from exec summary to raw sources.
Prioritised Recommendations
4-tier action stack with owners, timelines, and verification methods.
Solutions
High-stakes research.
Aligning analysts and executives.
Confidence scoring
Highlights claims requiring review.
Evidence tiering
Trust levels for every source.
Analyst workflows
Review queues. Redline feedback. Templates.
Secure deployment
Private cloud or on-prem. Enterprise access controls.