Banking & Financial Services
AI and engineering for regulated finance.
From governed Copilot adoption to Azure AI Foundry platforms, we help banks and fintechs realise productivity and innovation benefits without increasing exposure to confidential data or regulatory risk.
- Copilot transformed from a licensed tool into an enterprise AI operating model for a UAE bank
- GovernedCopilot transformed from a licensed tool into an enterprise AI operating model for a UAE bank
- Azure AI Foundry environment separating AI experimentation from live services for a UAE fintech
- Production-readyAzure AI Foundry environment separating AI experimentation from live services for a UAE fintech
The problem set
What keeps Banking & Financial Services leaders up at night.
These are the constraints that shape every technical decision in this sector. We design around them rather than discovering them at go-live.
Sensitive financial information distributed across SharePoint, Teams, OneDrive and email with inconsistent access controls
Regulatory expectations around data confidentiality, model governance and audit traceability
Fragmented, uncoordinated demand for generative AI across business teams
Need to separate AI experimentation from production-grade, customer-facing systems
Strict financial-sector security, privacy and audit requirements
How we help
What we build for Banking & Financial Services
Sector-specific delivery, not a generic capability deck reskinned with your logo.
Discuss your banking & financial services estateGoverned Copilot and Copilot Studio adoption
Security-led readiness assessment, information-protection remediation and role-based Copilot scenarios for relationship managers, risk, compliance, finance and legal — with custom Copilot Studio agents for policy discovery and controlled document summarisation.
Azure AI Foundry innovation platforms
Isolated development, testing and production environments with managed identity, secrets management and cost governance, so AI innovation is separated from live financial services.
Responsible AI and model evaluation
Accuracy testing, hallucination assessment, bias review, data-leakage prevention and audit logging built into every model and prompt released to production.
Identity, data protection and Zero Trust
Microsoft Entra Conditional Access, Privileged Identity Management and Microsoft Purview sensitivity labelling and DLP across the estate.
High-value use cases in Banking & Financial Services
Scored on volume, cost, error rate and data readiness — the four factors that decide whether an AI or automation project pays back.
- Internal policy discovery and regulatory knowledge assistance agents
- Employee service requests and IT service support agents
- Compliance-document analysis and transaction-exception summarisation
- Risk-control lookup and workflow approval initiation
- Customer-service and product-discovery assistance
Proof
Banking & Financial Services work we have delivered
Instrumented programmes with before-and-after numbers.
Microsoft Copilot EcosystemBanking & Financial ServicesFrom Copilot Experimentation to Governed Enterprise AI
Leading banking and financial services enterprise, UAE
- Copilot governance model spanning 9 business functions
- Enterprise-wideCopilot governance model spanning 9 business functions
- Custom agents restricted to approved knowledge sources with human-in-the-loop controls
- GovernedCustom agents restricted to approved knowledge sources with human-in-the-loop controls
Generative & Agentic AIBanking & Financial ServicesAccelerating Financial Innovation with Governed AI
Fast-growing fintech organisation, UAE
- Isolated development, testing and production AI environments
- SeparatedIsolated development, testing and production AI environments
- Every model release scored for accuracy, bias and data-leakage risk
- EvaluatedEvery model release scored for accuracy, bias and data-leakage risk
What clients say
The part of the work clients talk about.
They did not roll Copilot out and hope for the best. They fixed our SharePoint permissions and information governance first, then enabled it department by department with agents scoped to what each team was actually allowed to see.
The difference was the governance model. Every custom agent had an owner, an approval step and a retirement plan before it ever went live — that is what let us scale Copilot across ten business functions without losing control.
We went from search tools that returned documents to agents that actually retrieve and cite the right answer. The RAG grounding and audit trail were what got our risk team comfortable signing off.
Five thousand virtual machines and we never had an unplanned outage. The wave planning and rehearsed rollback at every cutover is the reason our board approved the next phase.
Data used to live in twelve different spreadsheets nobody trusted equally. Now leadership looks at one dashboard, and everyone knows where the numbers came from.
The recovery runbooks were actually tested, not just written. When we ran the simulation, the team already knew exactly what to do.
Questions we get asked
Banking & Financial Services — frequently asked questions
Yes, when information governance is remediated first. We assess SharePoint and Teams exposure, apply Purview sensitivity labels and DLP, and only then enable Copilot by department — the sequence that let a UAE banking enterprise move from fragmented interest to governed adoption.
Through isolated development, testing and production environments with managed identity and network restrictions, so an experiment can never accidentally touch a live customer-facing system.
Yes — our compliance work is built around audit logging, evidence generation and control mapping to PCI-DSS, ISO 27001 and central bank reporting mandates.
Still deciding? Book a 30-minute consultation and we will answer it against your actual environment.
Ready when you are
Working in Banking & Financial Services?
Tell us the constraint you are up against — regulatory, legacy, cost or capacity. We will tell you honestly whether we are the right team for it.
Or talk to us directly — +971 55 680 1042 (Dubai) · +91-22-3566 9393 (Mumbai). We reply the same business day.