We design, build and run AI systems, identity and enterprise platforms, blockchain infrastructure and digital products, and we provide engineering teams to companies in the UK, US, UAE and beyond. Founded in 2019, engineered in New Delhi.
Most organisations do not need another isolated software project. They need systems where data, models, applications and people work as one, and a partner who can build them properly and keep them running. That is the work MappOptimist was set up to do.
We keep the list focused on work we have delivered. Each area links to the detail and the case studies behind it.
AI that reads, decides and acts inside real workflows, with the data and cloud work underneath it.
Production AI agents, RAG and LLM applications, built with evaluation, guardrails and human review from the first release.
OCR, ICR and LLM-based extraction with validation and human review for banking, insurance and logistics documents.
Data engineers, Snowflake, Databricks and Informatica developers, and DevOps and cloud engineers who join your team.
Identity, CRM and ERP platforms that large organisations run on and auditors look at.
SailPoint IdentityIQ and Identity Security Cloud: joiner-mover-leaver automation, connectors, SoD and audit-ready certifications.
Salesforce and Microsoft Dynamics 365 implementations that replace spreadsheets and inboxes with one governed system.
Customer-facing products and on-chain infrastructure, built end to end.
Settlement networks, real-world asset tokenization and trading systems, with contracts reviewed before launch.
Marketplaces, multi-tenant business platforms and native or cross-platform mobile apps, built end to end.
Engineers and teams who join yours, from the same bench that delivers our projects.
Clients are anonymised on this site. We are glad to walk through any of this work on a call.
Whether we deliver a system end to end or add one engineer to your team, the standard does not change.
Goals, data and constraints mapped, so we build where it creates real value.
Systems, models and infrastructure designed as one coherent plan.
Built in short iterations with testing, review and evaluation on every change.
Deployed, observed and improved, or handed over cleanly to your team.
Your first conversation is with the founder, who stays close to technical decisions and delivery after the contract is signed.
Evaluation, monitoring, access control and audit trails are planned in the first week, not added before launch.
Five SailPoint and five Dynamics 365 implementations, plus AI and blockchain systems running in production.
The engineers who join your team come from the same bench that delivers our own projects.
Profiles and availability within one business day. A vetted engineer typically starts in about a week.
We work in your repositories, ceremonies and time zone, on monthly rolling terms for individual experts.
Only sectors where we have delivered work. Each line is a real engagement, described without the client's name.
Document intelligence and identity governance with separation of duties
Claims document extraction, including handwritten medical notes
Agentic hospital operations, clinical decision support, identity governance
Document automation, tracking bots and support agents
Settlement networks, tokenization and trading systems
Enterprise identity governance on SailPoint ISC
Field service scheduling for large technician teams
Finance and supply chain on Dynamics 365
Sales pipeline and forecasting on Dynamics 365
Access governance for a global security firm
Multi-vendor B2B and B2C marketplace platforms
Learning analytics that flag at-risk students early
When your roadmap is ahead of your hiring, we place engineers from our bench who work inside your tools and hours. IT consultancies use the same bench as delivery capacity for projects they have already won.
Selected engagements by region. We keep client names confidential on this site and share references and detail in conversation.
Identity governance on SailPoint ISC · multi-vendor marketplace · agentic AI platform
SailPoint ISC for a Fortune 500 distributor and a cybersecurity firm · healthcare AI systems
SailPoint IdentityIQ for a bank and a healthcare provider
Multi-tenant property management platform, delivered with a US engagement
Document intelligence for banking groups · logistics platforms
A small leadership team that stays close to client work. Your first conversation is with someone who understands the engineering.
IIT Roorkee alumnus with 12+ years in IT, having built and delivered across AI, healthcare, blockchain, fintech, medical and share-market platforms before founding MappOptimist. Runs delivery, technology decisions and client relationships directly, not handed off after the sales call.
LinkedIn →
business@mappoptimist.com
+91 70115 29345
32392 Coast Hwy, Suite 170
Laguna Beach, CA 92651, USA
A short call with someone who understands the engineering. You will leave with a view on approach, team and timeline.