How Kepler Built Verifiable AI for Financial Services
Conference Context
- Date/time: 2026-07-01 · 12:05pm-12:25pm
- Track/room: AI in Finance · Track 3
- Speaker(s): Vinoo Ganesh
- Session type/status: session · confirmed
- Track: AI in Finance
- Room: Track 3
- Session type: session
- Status: confirmed
Session Description
Financial answers have to be auditable. Vinoo Ganesh (CEO, Kepler) shows how Kepler Finance pairs Claude's reasoning with deterministic verification infrastructure to index 26M+ SEC filings across 14,000+ companies and 27 markets — and validate every number back to the exact filing, page, and line item. A look at trust, provenance, and content engineering for AI in regulated finance.
Media Evidence
No related AI Engineer channel video found yet.
Evidence Graph
This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.
Media Signals
No linked video, transcript, or slide source has been attached yet.
Agent Reading Notes
Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.
Transcript Status
No official session recording transcript was found by exact title match on the AI Engineer YouTube channel during this run.
People
Notes
- Pending transcript synthesis when an official recording or confirmed matching video is available.
Synthesis
Synthesized Breakdown
How Kepler Built Verifiable AI for Financial Services ## Conference Context - Date/time: 2026-07-01 · 12:05pm-12:25pm - Track/room: AI in Finance · Track 3 - Speaker(s): Vinoo Ganesh - Session type/status: session · confirmed - Track: AI in Finance - Room: Track 3 - Session type: session - Status: confirmed ## Session Description Financial answers have to be auditable. Vinoo Ganesh (CEO, Kepler) shows how Kepler Finance pairs Claude's reasoning with deterministic verification infrastructure to index 26M+ SEC filings across 14,000+ companies and 27 markets — and validate every number back to the exact filing, page, and line item. A look at trust, provenance, and content engineering for AI in regulated finance. ## Media Evidence No related AI Engineer channel video found yet.
Speaker And Company Context
- Vinoo Ganesh — CEO & Co-Founder at Kepler.
Topics Covered
Derived Links And Source Material
Novel Concepts / Clever Methods
- No highlighted novel concept has been detected yet.
Evidence Boundary
This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.