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Notes from field

Research, engineering insights and product notes from Actioneer.

22 articles

Multi-agent critique layers: the architecture that makes AI auditable in BFSI

Multi-agent critique layers are the architecture standard for AI auditability in BFSI, backed by IEEE P8000.1 and IETF draft protocols for agentic AI.

Sashank VandrangiAug 30, 2026

How to deploy AI on sensitive financial data in India: DPDP Act, RBI guidelines, and what they actually require

Sashank VandrangiAug 27, 2026

Read-only AI architecture for BFSI compliance: what the RBI audit trail actually requires

Sashank VandrangiAug 24, 2026

How to eliminate context retrieval latency in a BFSI voice agent

Sashank VandrangiAug 21, 2026

Heterogeneous retrieval: when the answer requires both a query and a document

Sashank VandrangiAug 18, 2026

How to build automated root cause analysis for revenue using AI: a step-by-step guide

Sashank VandrangiAug 15, 2026

Text-to-SQL vs BI dashboard: when to use which for business data questions

Sashank VandrangiAug 12, 2026

The voice agent latency budget: a practical breakdown with real numbers

Sashank VandrangiAug 9, 2026

Why a semantic layer is not optional for enterprise text-to-SQL

Sashank VandrangiAug 6, 2026

Why 86% accuracy doesn't survive your database?

Sashank VandrangiAug 3, 2026

AI context store vs vector database: what a context store actually is, and what it isn't

Sashank VandrangiJul 31, 2026

How to evaluate a voice AI system for BFSI in India: the 7-criteria checklist

Sashank VandrangiJul 28, 2026

The three walls every team hits when building text-to-SQL internally

Sashank VandrangiJul 25, 2026

How voice AI agents get memory of past customer calls in BFSI

Sashank VandrangiJul 22, 2026

Can Indian financial institutions use overseas AI providers? Reading RBI's FREE-AI framework

Taha TinwalaJul 19, 2026

Actioneer ranked #1 on DABstep: what multi-step data reasoning accuracy actually means

Sashank VandrangiJul 16, 2026

Actioneer vs Kore.ai for enterprise AI: different categories, different buyers

Sashank VandrangiJul 13, 2026

Harness design beats model scale: how Actioneer achieves state-of-the-art accuracy at lower cost

Sashank VandrangiJul 10, 2026

Build vs buy AI platform for companies: the framework

Sashank VandrangiJul 7, 2026

Content is cheap. Authority is scarce.

Sashank VandrangiJul 4, 2026

AI on sensitive data: how to deploy without exposing what you can't afford to lose

Taha TinwalaJul 1, 2026

Build vs buy enterprise AI: the decision most companies get wrong

Sashank VandrangiJun 28, 2026

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