Banking and Financial Services Hero

Operationalize AI and Data across banking workflows securely, quickly, and at scale

Banks face compounding demands, Only governed AI resolves them

Revenue growth
01

Grow revenue in a competitive market

Next-best-product logic, propensity models, segmentation, and customer intelligence drive stronger bookings, retention, and product fit - but only when the data foundation supports them.

Governance & trust
02

Keep trust high under scrutiny

Stewardship, quality, lifecycle control, access governance, lineage, and auditability are not compliance overhead. They are the conditions for sustainable growth.

Build a foundation that can scale
Platform foundation
03

Build a foundation that can scale

Secure cloud and Fabric-first environments help teams move faster without compromising compliance, visibility, or operational control - giving AI use cases a platform that earns regulatory confidence.

From pressure to
production outcome

Customer growth analytics

Propensity models, CLTV segmentation, and contact strategy optimisation - activated into CRM and campaign systems to drive loan bookings, cross-sell, and retention.

Cloud data foundation

Modern Azure / Fabric data estate with full observability, medallion architecture, and production-hardened pipelines - replacing fragmented legacy infrastructure.

Risk and compliance intelligence

Governed data products, audit-ready lineage, and regulatory reporting frameworks that reduce manual effort and audit exposure.

Operational AI

AI assistants and automation in operations, customer service, and collections - with responsible AI guardrails and explainability built in.

Reusable, production-tested components built for BFSI use cases

NeoStats accelerators shorten time-to-value by bringing battle-tested patterns to the most common banking and financial services problems.

Felcix AI

AI-powered propensity and customer intelligence, production-ready.

Felcix AI is NeoStats' machine learning accelerator for financial services propensity modelling. It packages feature engineering, model training, validation, and activation pipelines into reusable patterns - shortening time-to-production for customer intelligence use cases from months to weeks.

  • Production-tested patterns
  • Governed by design
  • Azure & Fabric native
felcix ai.exe

RM360

Relationship manager intelligence - 360° customer view, activated.

RM360 delivers a unified 360° customer view for relationship managers and sales teams - combining transaction data, product holdings, interaction history, and AI-generated next-best-action signals into a single, CRM-integrated workspace.

  • Production-tested patterns
  • Governed by design
  • Azure & Fabric native
rm360.exe

Client trust at scale
One featured case, Real outcomes

Trusted by banking leaders

Mashreq
FAB Bank
Standard Chartered
Housing Bank
CredibleX
UNO Digital Bank
Letshego
Mashreq
FAB Bank
Standard Chartered
Housing Bank
CredibleX
UNO Digital Bank
Letshego
Client testimonial

Loan Retention & Growth Analytics for a UAE Financial Institution

A UAE financial institution had limited visibility into customer propensity, poor contact strategy targeting, and declining loan conversion rates - despite holding rich customer transaction and interaction data.

4×

Increase in personal loan bookings

60%

Incremental lifetime revenue uplift

Model outputs - propensity scores, CLTV tiers, and segment flags - were activated back into Dynamics 365 and the email marketing platform, enabling personalised outreach and priority-based contact strategy. A dedicated activation framework ensured scores were refreshed monthly and triggered automated campaign sequences.

View BFSI case study

Banking requires more than capability It requires delivery trust

Every NeoStats engagement comes with delivery discipline, security posture, governance depth, and a partner that understands what it means to operate in a regulated environment.

Fabric-native delivery

NeoStats builds on Azure and Microsoft Fabric - the platform most BFSI organisations are already invested in. No forced migrations, no unfamiliar stack.

Governance built in

Data ownership, quality monitoring, lifecycle management, metadata, classification, and responsible AI are part of the delivery model - not an afterthought.

ISO 27001 aligned delivery

Secure-by-design architecture, access controls, and audit-ready delivery across all engagements - aligned to regulated-sector security requirements.

Senior-led execution

Leadership with direct banking and financial services background stays close to delivery, governance, and stakeholder alignment - not just sales.

Ready to discuss a
BFSI use case?

Contact NeoStats about platform modernisation, predictive analytics, governance, or managed services in banking and financial services. Tell us the pressure - we respond with a specific recommendation.

Regulated-sector depth150+ specialistsResults, not roadmapsAzure & Fabric native