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Enterprise AI.
Straight talk, no slideware.

Technical deep dives, deployment patterns, regulatory alignment guides, and platform benchmarks from the team that ships enterprise AI in production for BFSI clients.

Latest articles

From the Novitates team.

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Deep Dive · Pega

Governed Agentic AI for BFSI — The Architecture That Actually Ships in Production

Why autonomous agents outside any control plane fail enterprise procurement — and what the Pega case-layer pattern looks like with 100% audit coverage.

May 12, 20268 min read
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Voice AI · Kore.ai

Pega Voice vs. Kore.ai XO — A Practical Decision Framework for Contact Centres

Two platforms, two use cases, one team. The decision tree we use with every BFSI client — plus live AHT and FCR benchmarks from production.

May 5, 20266 min read
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Technical · Pega

5 Lessons from Shipping Pega GenAI Blueprint at a Tier-1 Insurance Client

What worked, what didn't, and why "configure don't code" is both a strength and a constraint when deploying GenAI on Pega Infinity '24.

Apr 28, 202610 min read
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Cloud · AWS

Pega on AWS: The Migration Playbook That Avoids the Three Most Common Failures

Zero-downtime cutover, data residency compliance, and AI-readiness post-migration — from real Pega-on-AWS engagements using Pega Cloud Choice.

Apr 18, 20267 min read
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Compliance · BFSI

AI Governance for IRDAI-Regulated Insurers — What the Regulator Actually Wants

A practical guide to building AI governance frameworks for IRDAI-regulated insurance companies, aligned to the EU AI Act and DPDP Act.

Apr 10, 20267 min read
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Vision · Digital Workforce

The Digital Workforce — What Human-Agent Teams Look Like on a Live KYC Engagement

Moving beyond the theory. Here's what the Amicorp CLM engagement actually looked like as a human-agent team — 62% time saved, 100% audit.

Mar 30, 20265 min read
Use cases from Pega · Kore.ai · AWS

Industry use cases — from Pega, Kore.ai & AWS

Benchmarks, production deployments, and research from the platforms we implement. Novitates delivers these outcomes inside your governed enterprise environment.

Pega

Pega CLM — $128 per case → automated

Kore.ai 2025: manual onboarding costs reached $128 per case. Pega CLM agentic AI reduces this by automating document processing, risk assessment, and compliance screening.

↓90% cost per case
Kore.ai

Kore.ai — 72% agents want AI assistance

Kore.ai benchmark: 72% of contact centre agents express strong desire for AI assistance tools — understanding customer needs, reducing search time, minimising post-call admin.

Agent productivity ↑
AWS

AWS GenAI Innovation Centre — 73% POC to prod

AWS GenAI Innovation Center: 73% of customer AI initiatives moved from proof of concept to production in 2025. Some solutions ready in as little as 45 days with right delivery framework.

45 days to production
Pega

Pega — 7 of top 10 US banks, 5 of top 10 insurers

Pega's enterprise footprint: 7 of top 10 US banks, 7 of top 10 US health plans, 5 of top 10 US insurers, 4 of top 5 US telcos, 30+ major federal agencies. Platform-proven at scale.

Enterprise at scale
AWS

AWS Bedrock — Fidelity 93–95% SQL accuracy

Fidelity Investments: text-to-SQL solution on Amazon Bedrock achieving 93–95% execution accuracy with 28-second response times. Non-technical users query complex databases via natural language.

93–95% accuracy
Kore.ai

Kore.ai — Fortune 500 Healthcare, 12M members

Fortune 500 healthcare org, 12M+ members: Kore.ai unified automated self-service and human-assisted engagement. Composable architecture + enterprise governance for regulated healthcare.

12M members, live

Use cases sourced from Pega, Kore.ai, and AWS published documentation. Novitates implements these patterns inside your enterprise environment on Pega and Kore.ai.

Production proof · Not projections

Live outcomes from the field.

Every metric below is contractually committed and verified in production — not pilot projections or analyst estimates.

Insurance · Claims AI · Pega CS
Top-10 global insurer — FNOL triage on Pega Customer Service
3.4d
Claims cycle (from 9d)
62%
Cycle time reduction

GenAI document triage + fraud-aware decisioning. Sub-15-minute FNOL intake. Regulator-grade audit trail on every AI decision.

Banking · CLM · Pega CLM
Amicorp Group — OBEC compliance copilot inside Pega CLM
62%
Reviewer time saved
100%
Audit coverage

KYC remediation + beneficial ownership reasoning inside Pega CLM. Multi-jurisdiction compliant. Every agent action logged.

Insurance · Underwriting · Pega
IFFCO Tokio — Underwriting & health-claims copilot
41%
Auto-decisioned
↓65%
Review time

Multi-line underwriting AI — health, motor, property. IRDAI-aligned governance. Human decision point on all exceptions.

News & announcements

What's happening at Novitates.

May 2026

Novitates achieves Pega Specialized Partner status — expanding delivery across all Pega product areas including Constellation, Infinity '24, CLM, and Claims.

Apr 2026

Novitates recognized as Great Place to Work® Certified in India for 2026. Culture, AI-first delivery model, and outcome-based compensation cited.

Mar 2026

NovaVerse™ launched — curated library of pre-built, audit-logged Pega agents for claims triage, KYC review, document classification, and underwriting.

Feb 2026

Amicorp OBEC compliance copilot deployment completed — 62% reviewer time saved, multi-jurisdiction audit trail live. Case study published.

Jan 2026

NoviCon™ toolkit launched — Constellation migration accelerator delivering 40–50% faster classic-to-Constellation migration than manual approaches.

Dec 2025

Voice AI practice expanded with Kore.ai AgentOS certification. 11 languages now live in production across BFSI and Telco clients.

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