AI & data consultancy, built for financial services

Governed AI and data that holds up under audit

Keyvitse Technologies helps banks, NBFCs and capital-markets firms turn data into measurable outcomes — pairing deep financial-services domain expertise with AI delivery discipline that survives real, regulated environments.

Talk to us Explore capabilities

years in data & analytics delivery: 11+years in data & analytics delivery
production deployments shipped: 40+production deployments shipped
audit-ready governance on FS engagements: 100%audit-ready governance on FS engagements
median time to first production value: 4 wksmedian time to first production value

Delivered across the modern data & cloud stack

AWSMicrosoft AzureSnowflakeDatabricksGoogle ClouddbtPower BIQlik

Capabilities

Four capabilities, one delivery standard

Each capability is named specifically — no umbrella buzzwords. We lead with AI, because that is where governance and delivery discipline matter most.

AI & Intelligent Solutions

Governed AI and GenAI systems that survive contact with regulated, legacy environments — not demos.

Agentic & GenAI assistants
ML models with evaluation harnesses
RAG over governed enterprise data
Human-in-the-loop controls

Reporting & Analytics

Regulatory and management reporting that reconciles to the source and stands up to audit.

Regulatory & MIS reporting
Self-serve BI & dashboards
Semantic & metrics layers
Data quality & lineage

Product & Data Insights

Decision-grade insight pipelines that connect product, risk and customer signals into one view.

Customer & risk segmentation
Behavioural analytics
Experimentation frameworks
Forecasting & planning

IT Resourcing & Staffing

Senior practitioners embedded in your teams with flexible, budget-aware engagement models.

Vetted data & AI engineers
Fractional architects & leads
Team augmentation
Managed pods

Inside AI & Intelligent Solutions

What “AI” actually means in delivery — four concrete sub-capabilities, each with real financial-services use cases.

Agentic AI & Assistants

Task-completing agents that route, retrieve and act inside governed workflows.

Analyst copilots for regulatory research
Operations agents for exception handling
Internal knowledge assistants

GenAI & Document Intelligence

Parsing, synthesis and drafting over dense financial documents at scale.

KYC & onboarding document extraction
Contract & policy summarisation
Disclosure & filing drafting support

Models & Decisioning

Production ML with evaluation, monitoring and explainability built in.

Credit & risk scoring
Fraud & anomaly detection
Churn & propensity modelling

Classification & Segmentation

Structuring messy data into reliable categories for downstream decisions.

Transaction categorisation
Customer & portfolio segmentation
Complaint & ticket triage

Domain expertise

Financial services is our specialism, not a vertical we dabble in

We understand regulatory review cycles, legacy data structures and the cost of a failed transformation — so engagements are built for your environment, not a generic one.

Banking & Lending

Regulatory reporting, credit decisioning and modernisation of legacy data estates.

NBFCs & Fintech

Scalable analytics and AI for fast-moving, data-rich lending and payments businesses.

Capital Markets & Wealth

Research automation, portfolio insight and surveillance-ready data foundations.

Insurance

Claims intelligence, underwriting analytics and policy document automation.

Proof

Evidence, not assertion

A selection of anonymised outcomes. Client names are withheld for confidentiality; references are available under NDA.

Leading NBFC

85% faster

Regulatory reporting cut from days to hours

Rebuilt a reconciled regulatory reporting pipeline with full lineage — replacing fragile spreadsheets and clearing audit findings.

Reporting & AnalyticsData Governance

Private Sector Bank

60% less manual review

GenAI document intelligence for onboarding

Deployed a human-in-the-loop document extraction system for KYC onboarding with confidence scoring and audit trails.

AI & GenAIRisk & Compliance

Wealth Platform

3x research throughput

Analyst copilot for investment research

Built a governed RAG assistant over internal research and market data, with citations and access controls by mandate.

Agentic AICapital Markets

How we work

Governance and delivery discipline, by default

Capability is table stakes. What sophisticated buyers reward is the ability to deliver AI safely inside a regulated environment — so trust, evaluation and transparency are built into every engagement.

Data governance by default

Lineage, access controls and data quality checks are part of delivery — not a later add-on.

Evaluation before deployment

Every model and agent ships with an evaluation harness, monitoring and clear failure handling.

Audit-ready trails

Decisions, prompts and overrides are logged so risk, compliance and audit teams can verify them.

Transparent cost & scope

We size total cost of ownership up front — no understated estimates that unravel in delivery.

Engagement models

Work with us the way your budget allows

Advisory, managed delivery or embedded specialists — flexible commitment, sized to your scrutiny on cost and scope.

Advisory

Strategy, architecture and roadmaps from senior practitioners who have shipped this before.

AI & data strategy
Architecture review
Governance design
Build vs. buy guidance

Managed Delivery

Staff Augmentation

Senior engineers and architects embedded in your teams with flexible commitment.

Vetted specialists
Flexible duration
Embedded delivery
Budget-aware scaling

Careers

Join our team

We're a lean team of senior practitioners serious about data and AI in financial services. If you want to work on real problems with real stakes, we'd like to hear from you.

Senior Data Engineer

Full-time

Remote / Hybrid — India

Build and maintain production-grade data pipelines for regulated financial services clients. You'll own end-to-end delivery from ingestion to lineage-tracked serving layers.

PythonSparkdbtCloud

AI / ML Engineer

Full-time

Remote / Hybrid — India

Design and ship governed AI systems — agentic assistants, document intelligence, and production ML models — in regulated banking and financial services environments.

LLMsRAGPythonML Ops

Data Architect

Contract / Full-time

Remote

Define data platform strategy and architecture for enterprise clients. Lead technical decisions on modern data stack adoption, governance frameworks, and migration roadmaps.

ArchitectureGovernanceCloudLakehouse

Business Analyst — Data & AI

Full-time

Remote / Hybrid — India

Bridge client business needs and technical delivery. You'll translate regulatory reporting, risk, and analytics requirements into clear, executable stories for engineering teams.

RequirementsFS DomainAgile

Engagement Manager

Full-time

India

Own client relationships and delivery excellence across active engagements. Prior experience in data, analytics, or AI consulting in financial services is essential.

Client ManagementDeliveryPre-sales

Submit your application

We review every application personally — no ATS black holes.

Contact

Let's talk about your problem, specifically

Tell us what you're trying to achieve and the environment you operate in. We'll respond with a clear, senior point of view — not a generic pitch.

Email: info@keyvitse.in
Location: India · serving enterprise clients globally