Engineering for banks, insurers, payments and digital-asset firms
We build the systems regulated financial firms run on: document processing with an audit trail, identity governance, settlement infrastructure and tokenized assets with compliance built into the code.
MappOptimist builds software for financial services: document AI for banking and insurance groups, SailPoint IdentityIQ identity governance for a bank, on-chain settlement infrastructure for a cross-border payments provider, real-world asset tokenization for an asset manager, and trading automation for Web3 platforms. Our India-based engineers have delivered this for clients in India, the UAE, the GCC, Singapore and the United States.
Delivered for clients in: India, UAE, GCC, Singapore, United States
What we build
Document AI for KYC, loans and financial statements
OCR, a transformer-based validation model and a generative AI extraction layer for Indian banking and insurance groups. Extraction accuracy improved 35% and processing time fell 45%, with compliance maintained throughout.
Identity governance for regulated banks
SailPoint IdentityIQ for a leading UAE banking organisation: segregation-of-duties controls, automated access certifications and stronger governance across core applications.
Cross-border settlement infrastructure
Blockchain settlement for a payments infrastructure provider, built for throughput and cost: millions of transactions a day at a fraction of a cent each, with every settlement final and auditable on-chain.
Real-world asset tokenization
On-chain representation, custody and settlement for an asset-management firm in the GCC and Singapore, with transfer rules enforced in the contracts and an independently audited contract surface.
Trading automation with risk controls
Low-latency copy-trading bots in Rust on Solana for a US Web3 trading platform. Users keep custody of their funds, and risk limits, filters and kill switches prevent runaway exposure.
Claims document processing for insurers
Handwriting OCR and medical NLP for health insurers' claims documents: 40% less manual review time and 25% faster claims processing, on a HIPAA and GDPR compliant pipeline.
Case studies
Anonymised client work. Names are shared in meetings, not on the website.
Document Intelligence (BFSI)
Reads, classifies, extracts and validates documents end to end, with a human only where it matters.
Read the case study →SailPoint IIQ · Banking & FinanceCompliance-grade IAM for a bank
SailPoint IdentityIQ delivering identity governance, regulatory compliance and access management for a leading banking institution.
Read the case study →Web3 · InfrastructureOn-chain settlement network
High-throughput blockchain infrastructure that settles cross-border payments at scale for a fraction of a cent per transaction.
Read the case study →Web3 · TokenizationReal-World Asset Tokenization System
On-chain representation, custody and settlement for real-world assets, with compliance built in.
Read the case study →Web3 · TradingOn-Chain Copy-Trading Bots
High-performance bots that mirror leading wallets on-chain with disciplined risk controls.
Read the case study →Frequently asked questions
What financial services work has MappOptimist delivered?
Document extraction for Indian banking and insurance groups, SailPoint IdentityIQ for a UAE bank, on-chain settlement for a cross-border payments provider, real-world asset tokenization for an asset manager in the GCC and Singapore, and copy-trading automation for a US Web3 platform. Client names are shared in meetings only.
Can you automate KYC and loan document processing?
Yes. The pattern we built for banking and insurance groups (classify, extract, validate against rules and records, route doubtful fields to a reviewer) applies to KYC packs, loan files and financial statements. Every field keeps an audit trail, and reviewers handle exceptions instead of keying data.
How do you handle compliance in blockchain and tokenization projects?
Compliance is enforced in the contracts, not only in policy: transfer restrictions on who may hold a token, traceable custody and settlement, and independent audits of the contract surface before launch. For settlement systems, every transaction stays final and auditable on-chain.
Do you work with banks on identity and access governance?
Yes. For a UAE banking organisation we delivered SailPoint IdentityIQ with segregation-of-duties controls and automated certifications. We also implement and support SailPoint Identity Security Cloud.
How do engagements with financial firms usually run?
As a fixed-scope build, a dedicated team, or individual engineers on a monthly rolling basis with published hourly rates. Your first call is with the founder, and you get an answer within one business day.
Planning a financial services project?
Tell us what you need to build or who you need on the team. Your first conversation is with the founder, and you get an answer within one business day.