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13 Years of AI for Banking. Now, Co-Building Agentic AI.
Crayon Data as Your Agentic AI Co-Builder.
Today's Conversation
13 Years. AI Systems in Production. At Scale.
We've partnered with some of the world's most demanding financial institutions — not to run POCs, but to take AI into production at scale. That experience is now available to SIB.
BANKS WE'VE BUILT WITH
- HDFC Bank, India — 8+ years, marketing AI at scale across 70 million customers
- ADIB, Abu Dhabi — AI CoE & 100+ AI Use cases in production
- KBZ, Myanmar - Data and AI platform - Scaling Their Platform from 0 to 12mn customers
- Riyad bank, Saudi Arabia - 25 AI use cases AI COE - AI Governance and adoption within the bank
SIB × Crayon: From Zero to Demos.
In just 30 days we've moved fast — from introductory conversations to working demos. Here's where we stand today.
STEP 1 · SCOPED
6 Use Cases Discussed
Aligned on priority areas across the bank's AI agenda.
STEP 2 · BRIEFED
4 Use Cases — Materials & Briefs Received
Deep-dive briefs shared by SIB; Crayon began build planning.
STEP 3 · LIVE
3 Demos Built & Presented
Working agents — not slides — already in front of your team.
Three Engines. One Mission: Production.
Tangram agents give you a head start. Catalyst services take you from prototype to production in weeks. The Tangram Store gives your growing agent catalog the governance layer it needs to scale.
THE THREE ENGINES
- Tangram — modular agents, ready to adapt to your stack
- Catalyst — Labs · Foundry · Factory services
- Tangram Store — governed agent store for the whole bank
Not Slides. Working Agents.
We want to demonstrate a few of the use cases of direct relevance to SIB — all production-ready, built for financial institutions that take governance, compliance and scale seriously.
WHAT WE'LL SHOW TODAY
- LEA Notice Management
- Death Claim Settlement Process Management
- Account Opening Processs Management
- Other Relevant Banking Operations Use Cases
Your AI Partner.
How can Crayon Data partner with SIB to build velocity, institutional AI knowledge and a governed path to scale?
Crayon Data Runs Production Systems at Scale.
AI that runs inside regulated environments. AI that integrates with real systems. AI that delivers measurable outcomes. These are not pilots. They are production systems.
Agentic Process Automations
500+ pages per document Extraction Capability
98% fill rate
<2 mins time to process
AI for Personalization
65Mn+ cardholders
165Mn+ txns/month
1.2Mn+ customer visits/month
3.5Mn+ API calls/month
AI-Analytics CoE for
~2.5Mn customers
300Mn txns/yr
50+ data system integrations
50+ AI-ML use cases
100+ anomaly controls
Data and AI platform
Scaled from 0 to ~12Mn customers
350Mn transactions p.m
$6Bn value p.m
66% of national GDP through one wallet
KSA
GLOBAL
GLOBAL
GLOBALWhat Could an AI-First Bank Look Like in 3 Years?
The "Dashboards & Meetings" Loop
You are drowning in data but starving for answers.
Static BI layers, fragmented data warehouses, and manual report cycles create a 2-3 week insight lag across business units.
The Manual Workforce Bottleneck
High-value talent spent on repetitive, rule-based processes.
Operations teams spend 60-70% of bandwidth on manual data entry, reconciliation, and compliance checks that follow deterministic logic.
Pilot Purgatory
Innovation labs full of "toys" that never ship.
Proof-of-concepts built on sandbox data, disconnected from core banking systems, with no path to production governance or scale.
The Triple-Engine Model.
Enterprise AI works only when platform and execution move together.
So we redesigned our company around a triple-engine model:
Tangram AI
An army of production-grade, agentic and generative AI solutions. Pre-built. Modular. Enterprise-ready. Model-agnostic. Vendor-agnostic. Open architecture.
Platform. Execution. Ecosystem. Together.
Days
to Demos
Weeks
to Prototypes
Months
to Production
200+ AI Use Cases Across Business Functions
Proven patterns from large-scale banking AI deployments
Sales & Revenue Growth
12Shortlisted for You
LEA Notice Assistant
Automate LEA Notice Management - Transform legal enforcement notice handling with intelligent automation.
Account Opening Automation
Accelerate Account Opening with End-to-End Automation. Reduce account opening time by 80%.
Death Claim Settlement
Deceased Claims Processing, Automated - End-to-end workflow automation with AI-powered document extraction.
Credit Agreement Writer
Automate Credit Agreement Generation - Transform proposals into polished legal agreements. Reduce prep time by 70%.
Earnings Analyst
Unlock Financial Insights Instantly - Streamline earnings analysis with AI-powered document processing.
Controls Agents Suite
Automate Transaction Reconciliation and Banking Control Monitoring. Reduce reconciliation effort by 80%.
Test Data Management
Generate Realistic Test Data Instantly - Automate synthetic test data generation while maintaining referential integrity.
AI Marketplace
Transform Transaction Data into Revenue-Driving Personalized Recommendations with ML-powered offer relevance.
Offer Management Platform
Manage Promotional Offers with AI-Powered Self-Service Platform. Reduce offer launch time by 70%.
Travel AI
Simplify Travel Planning with Intelligent Automation - Organize flights, hotels, and rental cars seamlessly.
Personal Finance Assistant
Master Your Money with Conversational Intelligence - Analyze spending patterns and receive instant financial insights.