Train AI that thinks.

KriyagniAI builds AI Knowledge Workers that explain every claim, cite every source, and highlight uncertainty before decisions are made.

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Intellectual Performance

The Intelligence Trade-off

Where generalist models optimize for speed, Kriyagni prioritizes defensible, jurisdiction-aware reasoning with transparent verification.

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Reasoning Pipeline Telemetry
Live Synthesis active
1
Regulatory IngestStep 01
2
Cross-SynthesisStep 02
3
Dual-Layer VerificationStep 03
4
Defensible SynthesisStep 04
Dual-layer verification
Continuous feedback loop
Export-ready defensible reports
Confidence Modeling
Overall92%Optimal
Retrieval Quality95%
Logical Consistency90%
Factual Grounding96%
Transparent Reference Citations
Report Preview

SEBI Digital Lending Master CircularVerified

Verified compliance guidelines under Clause 4.2 for secure onboarding.

RBI Prudential Norms on FinTech PartnershipsVerified

Sec 12.3 capital adequacy structure successfully mapped and parsed.

NCLT Precedent: Kriyagni vs Union of IndiaVerified

Precedents on digital escrow and liability models cross-validated.

Zero hallucination guaranteeFull Methodology
Confidence-native

From probabilistic answers to
verifiable intelligence.

Structured evidence. Real-time evaluation. Absolute clarity. Kriyagni builds foundational guardrails directly into retrieval models, transforming uncertain outputs into explainable, structured facts.

Guardrail Signal Map
Active Guardrails Verified
1. Source AuditingCross-Check 70+ Sources
2. Uncertainty CheckIdentify Gaps First
3. Verifiable OutputDefensible Facts
Confidence Score matched. Verified structured lineages linked to primary regulations.
Toggle states to visualize signal guardrail behaviorLearn lineage models
Transparency First

Verify every claim.

Never accept black-box AI outputs. Kriyagni exports comprehensive, fully cross-referenced intelligence briefings detailing exact regulation clauses, legal precedents, and source reliability levels.

Defensible Decision Packages

Ready for general counsels, risk committees, and executive directors.

Transparent Lineage Tracking

Trace back every sentence to verified primary sources and official gazettes.

Kriyagni Intelligence Briefing

Verified • 12 Sources • High Confidence

Page 01 // Executive Brief92% Defensibility Index

Structured Compliance & Strategic Risk Assessment on FinTech Onboarding

Following a dual-layer analysis of current legal frameworks, Kriyagni has parsed key bottlenecks regarding customer acquisition rules under modern digital lending frameworks.

Escrow models mapped to partner banking structures conform to SEBI Clause 4.2 parameters.

Customer protection guardrails verified across 4 judicial precedents in NCLT and appellate bodies.

Authorized Signature: Kriyagni AI Auditor
Verified
System Utility

Built for humans.

Structured for machines.

Our confidence-aware research doesn't just help your team make better decisions today—it teaches your AI to make better decisions tomorrow by outputting dual-utility parallel structures.

Human Experience

A Parallel Intelligence

Analysts & Execs

Use our reports as-is for due diligence, risk assessment, and market intelligence. Kriyagni structures prose like a seasoned McKinsey analyst, highlighting critical inflection points instantly.

C-Suite Ready Summarizations
Defensible Strategic Guidelines
Prose formatted for immediate alignment
Machine Experience

Deterministic Metadata

Structured RAG & LLMs

Every report includes both the analysis your team needs and the training data your AI requires. Clean JSON keys representing the defensible reasoning footprint feed directly into your local vector nodes.

JSON-LD compliance schemas
Clean Token Linage Attributions
Telemetry structured for database ingestView JSON Schema
Investment Memorandum

AJVC closed maiden fund at INR 200+ crore, exceeding target by 2x.

[Key Risk]Single-founder dependency with unproven track record (no exits yet).

Strategic Action Recommendation

PROCEED WITH CAUTIOUS OPTIMISM.

Highly verified3 sources
JSON-LD Metadata Block
Attribution active
{
  "entity": "AJVC",
  "target_multiplier": 2.0,
  "risk_assessment": {
    "type": "Single-founder dependency",
    "track_record": "No exits"
  },
  "recommendation": "CAUTIOUS_OPTIMISM",
  "audit": {
    "status": "HIGHLY_VERIFIED",
    "source_count": 3
  }
}
Standard schema compliant for prompt context trainingCopy Schema
Proven Scale

Trusted by analysts.

High-volume pipeline. Human-caliber rigor. Kriyagni structures massive amounts of unstructured data into deterministic facts daily.

Volume

978+

Reports Generated

Synthesized across compliance audits, risk mapping, and executive briefings.

Domain

15

Sectors & Industries

LegalFintechM&A due diligence+12 More
Deep regional regulatory intelligence coverage
Quality

One

Defensible Standard

Uncompromising factual verification directly linked to official regulatory gazettes.

Zero-hallucination model
Customer Validation

Industry Professional Validations

See how lead analysts and executives utilize Kriyagni's grounded intelligence to execute high-stakes due diligence.

Jio acquired
Verified

“Highly detailed and accurate intelligence.”

VY

Vijender Yadav

CEO, Accops

The Math Co
Verified

“Precise structuring of complex subsidiary networks.”

PL

Piyush Lakhani

Finance Head

Appellate Audit Expert
Verified

“3–5 days of work delivered as an end-product.”

CC

CA CS Swanand Dharmadhikari

Finance Controller

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