Engineering the intelligent systems enterprises depend on.
MappOptimist designs, builds and supports AI agents, document intelligence, identity security, enterprise platforms and blockchain infrastructure for organisations in 15+ countries. Engineered in New Delhi, delivered worldwide.
- Projects delivered
- 0+
- Clients worldwide
- 0+
- Countries served
- 0+
- Founded
- 2019
Organisations we have worked with
- Talaura.ai
- Healthkart
- Bobble.ai
- DCV
- Hexaware
- TenantEV
- Iterate Technologies
- Visaflow
- Typelense
- 6116
- InnovationDB
- Deloitte
Eight capabilities. One engineering standard.
From the systems of record your business already runs on to the AI and applications built on top of them. Each capability is delivered as a project, a dedicated team or individual specialists.
Production AI agents, RAG and LLM applications, built with evaluation, guardrails and human review from the first release.
AI agent development →OCR, ICR and LLM-based extraction with validation and human review for banking, insurance and logistics documents.
Document AI & IDP →SailPoint IdentityIQ and Identity Security Cloud: joiner-mover-leaver automation, connectors, SoD and audit-ready certifications.
SailPoint identity governance →Salesforce and Microsoft Dynamics 365 implementations that replace spreadsheets and inboxes with one governed system.
Salesforce →Settlement networks, real-world asset tokenization and trading systems, with contracts reviewed before launch.
Blockchain development →Marketplaces, multi-tenant business platforms and native or cross-platform mobile apps, built end to end.
Web & mobile development →Data engineers, Snowflake, Databricks and Informatica developers, and DevOps and cloud engineers who join your team.
Hire data engineers →Vetted engineers across nine role families, dedicated teams, and white-label delivery for IT consultancies.
Hire developers →
AI & Intelligent Systems
Production AI agents, RAG and LLM applications, built with evaluation, guardrails and human review from the first release.
What we solve
- Support and operations work that grows with headcount
- LLM prototypes that never make it to production
- Knowledge trapped across documents and systems
Technology
What we have actually built.
Production systems for banks, insurers, enterprises and high-growth companies. Clients are anonymised; we are happy to walk through the detail on a call.
On-chain settlement network
Challenge
Cross-border settlement is slow and expensive on traditional rails — intermediaries, delays, and fees that punish small transactions. The client wanted to move settlement on-chain to collapse both cost and time, but at a throughput most chains struggle to sustain.
What we built
We engineered settlement infrastructure tuned for throughput and cost — batching, efficient contract design, and an architecture that keeps per-transaction overhead minimal while preserving on-chain finality. Off-chain systems integrate through a clean settlement layer.
- 2.4M
- Transactions / day
- $0.001
- Cost per transaction
- 24/7
- Availability
Document Intelligence (BFSI)
Reads, classifies, extracts and validates documents end to end — with a human only where it matters.
- Up to 80%
- Less manual work
- 35%
- Accuracy improvement
Identity governance for a global miner
SailPoint Identity Security Cloud automating identity lifecycle and access governance across the enterprise for one of the world's leading mining organisations.
- Automated
- Joiner-Mover-Leaver
- Audit-ready
- Compliance & certification
Field service optimization
Dynamics 365 Field Service that automated scheduling and routing for hundreds of technicians at a utilities and energy company.
- 30%
- More field productivity
- 25%
- Lower travel cost
Depth across the stack, not just a list of logos.
The technologies our engineers deliver in production, grouped by the layer of the system they serve.
AI & ML
Models, agents and the evaluation around them
- LLMs
- RAG
- Agentic AI
- Multi-agent systems
- LangChain
- CrewAI
- Fine-tuning / LoRA
- Vector search
- MLOps & evals
- Computer vision
- OCR / ICR
Data
Pipelines, platforms and analytics
- Snowflake
- Databricks
- Informatica
- Spark
- Kafka
- PostgreSQL
- SQL Server
- Power BI
- Tableau
Cloud & DevOps
Infrastructure and delivery
- AWS
- Azure
- GCP
- Kubernetes
- Terraform
- CI/CD
- Observability
Engineering
Languages and frameworks we ship in
- Python
- TypeScript
- Node.js
- Java
- .NET
- React
- Next.js
- Angular
- Swift
- Kotlin
- React Native
- Flutter
Enterprise platforms
Systems of record we implement and extend
- Salesforce
- Microsoft Dynamics 365
- Power Platform
- SailPoint IdentityIQ
- SailPoint Identity Security Cloud
- Microsoft Entra ID
Blockchain
Chains and tooling in production
- Ethereum
- Solidity
- Layer 2
- Solana
- Rust
- Polygon
Engineered in New Delhi. Delivered worldwide.
Our engineering base is in India. Our clients are not. We work inside your tools, ceremonies and time zone, and we have delivered for organisations across four continents.
- 1 business day
- to confirm resumes, availability and rates
- ~1 week
- average onboarding for a vetted engineer
- Your tools
- your time zone, your delivery process
- Monthly
- rolling engagements for individual experts
United Kingdom
Identity governance on SailPoint ISC · multi-vendor marketplace · agentic AI platform
United States
SailPoint ISC for a Fortune 500 distributor and a cybersecurity firm · healthcare AI systems
United Arab Emirates
SailPoint IdentityIQ for a bank and a healthcare provider
Luxembourg
Multi-tenant property management platform, delivered with a US engagement
India
Document intelligence for banking groups · logistics platforms
Start where it makes sense for you.
Whether you need a system delivered, engineers on your team or a partner for your own clients, the first conversation is with someone who understands the engineering.
Have a project to deliver?
AI agents, document intelligence, identity, CRM or a new product. We scope it, build it and support it in production.
Discuss your project →Add engineersNeed people on your team?
Vetted engineers across nine role families, on published hourly rates, typically onboarded in about a week.
See roles and rates →PartnerDelivering for your own clients?
Contract engineers and white-label capacity for IT consultancies, system integrators and staffing firms.
Partner with us →- 01
Discover
Goals, data and constraints mapped, so we build where it creates real value.
- 02
Architect
Systems, models and infrastructure designed as one coherent plan.
- 03
Engineer
Built in short iterations with testing, review and evaluation on every change.
- 04
Operate
Deployed, observed and improved, or handed over cleanly to your team.
A technical founder, involved in the work.
MappOptimist is led by Yashvant Sikarvar, Founder & CEO. Previously Engineering Manager at DCV, and Manager and iOS Tech Lead at Bobble. You can speak with him directly about architecture, delivery and commercial decisions.
- Yashvant SikarvarFounder & CEO
- ArchanaDirector of Sales
- Anubhav AhujaVP, Business and Collaboration