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Work

Systems in production, and the numbers they moved.

26builds and solution blueprints. Client work is labelled “case study”; a “blueprint” is a reference architecture we can build for your business, with benchmark figures cited rather than claimed.

FeaturedFintech · Remittance · South Asia / Nepalblueprint

Real-time fraud and AML screening for cross-border remittances

A blueprint for scoring every remittance for fraud and AML risk in real time — clean payments settle instantly, only the risky ones reach a human. Fewer false alarms.

~60%
Typical cut in false positives with ML (industry benchmark)
Read the build

Financial services · Rural Nepal

blueprint

A voice-first Nepali helpline that answers members over an ordinary phone call

A blueprint for a member helpline that works in Nepali and Maithili over a normal phone call - fine-tuned speech recognition, answers grounded in the institution's own rules, and a warm handoff to staff the moment confidence drops.

~55%
Share of Nepalis whose mother tongue is not Nepali (Census 2021)
Fine-tuned Whisper-family ASRLanguage identificationIntent classification

Professional services · Trading & contracting

blueprint

Quotations that go out the same day, not three days later

A blueprint for turning hand-built quotations and tender packs into a governed quoting system — current prices, your margin rules, your document format, assembled in minutes instead of days.

28%
Share of a sales rep's week actually spent selling (Salesforce)
Governed price list + rate card (single source)Line-item quote builder with live pricingMargin floors + approval thresholds as rules

EdTech / Learning & Development

case study

A custom, multi-tenant SCORM LMS on the cloud for a UK client

Our founding team built a custom, multi-tenant Learning Management System for a UK-based client — cloud-hosted, SCORM-compliant, and today serving 1,000+ real-time users across 2 institutions.

1000+
Real-time concurrent users on the platform
Cloud hostingSCORMMulti-tenant architecture

Education

case study

Bringing 20+ far-west institutions online through the Covid-19 lockdown

When Nepal closed every school in 2020, our founding team (operating as Promethean Technologies) stood up online teaching and administration infrastructure for more than 20 educational institutions across Kailali and Kanchanpur — reaching over 10,000 students and teachers in one of the country's most remote regions.

20+
Educational institutions taken online during the 2020 lockdown
Cloud hostingVirtual classroomsLMS / content delivery

Finance Operations · Back office

blueprint

A multi-agent back-office blueprint for touchless invoice and reconciliation processing

A blueprint for agentic automation of accounts-payable and reconciliation work: agents extract, validate, match and post the routine majority straight through — while genuine exceptions are routed to a human with full context.

up to 85%
Invoices processed touchless with agentic automation vs ~25–35% industry average (industry benchmark)
Document-extraction agent (OCR + LLM)Validation agent (PO / tax / duplicate rules)Reconciliation & matching agent

Customer Support · SaaS

blueprint

An agentic support desk that resolves routine tickets end-to-end

A blueprint for a customer-support agent that understands a ticket, retrieves the answer from your own help centre and systems, takes the safe action, and resolves — escalating only genuine edge cases to a human.

~60%
Routine tickets an AI agent can resolve end-to-end before a human is needed (leading platforms, vendor-reported)
LLM planner (frontier or open-weight)RAG over help centre + policiesScoped account/order tools

Travel & Tourism · Nepal

blueprint

A multilingual AI trip-planner and concierge for Nepali travel operators

A blueprint for a 24/7 AI concierge that answers travellers in their language, plans itineraries from your real trips and live availability, and hands warm leads to your team.

30%
Typical conversion lift from AI personalisation

Retail

blueprint

Replacing spreadsheet reporting with a live executive dashboard

Consolidating a retailer's scattered spreadsheet exports into a single governed, live executive dashboard — cutting the reporting cycle from days to minutes.

5.5 hrs/week
Weekly hours lost to spreadsheet version-control errors, per team member
Next.jsPostgreSQLdbt

Public-facing digital services

blueprint

Bringing a public-facing app up to WCAG 2.1 AA

Auditing and remediating a customer-facing application against WCAG 2.1 AA, cutting legal exposure and reaching the audience most sites currently lock out.

94.8%
Home pages with a detectable WCAG failure, industry-wide
ReactTypeScriptRadix UI

Travel & Reservations

blueprint

Rebuilding a booking platform mobile-first

Rebuilding a desktop-era reservation system as a mobile-first, cross-platform experience to match where booking traffic and revenue actually happen today.

52.23%
Global web traffic from mobile devices (StatCounter, 2026)
React NativeTypeScriptNext.js

B2B Services

blueprint

A self-serve analytics rollout for sales and marketing

Giving a growing B2B services firm's sales and marketing teams the ability to build their own reports, removing a standing dependency on a small central BI team.

47%
Orgs citing data literacy as a top-3 analytics challenge (Gartner)
Next.jsPostgreSQLdbt

Fintech · Nepal

blueprint

AI invoice and reconciliation automation for fintech

A blueprint for how we would automate invoice matching and reconciliation so a finance team spends minutes reviewing, not days re-keying.

50%
Manual effort typically removed
Next.jsDocument AI / OCRPython

Digital Health

blueprint

A vertical healthtech SaaS MVP, HIPAA-aware from day one

A clinical-workflow MVP for an early-stage digital health founder — built on HIPAA-eligible infrastructure from the first commit to compete in a capital-concentrated market.

$14.2B
2025 US digital health venture funding (Rock Health)
Next.jsTypeScriptPostgreSQL (HIPAA-eligible hosting)

SaaS · United Kingdom

case study

From concept to launch-ready SaaS in nine weeks

A founder came to us with a concept; we shipped a validated, launch-ready product in nine weeks.

9
Weeks to launch
Next.jsTypeScriptLLM integration

Agritech / Cooperatives · Nepal

blueprint

Crop advisory and price-forecast assistant for cooperatives

A blueprint for an assistant that turns weather, soil, market and pest data into plain-language advice a farmer can act on, delivered by SMS, voice or app.

25%
Typical yield increase from advisory tools
Next.jsPythonTime-series forecasting (LSTM/GRU)

Fintech · Singapore

case study

Document & reconciliation automation that saved a day a week

We built a document-and-reconciliation pipeline that removed a recurring weekly bottleneck.

12
Hours saved weekly
Document AIAutomation pipelinesPython

Fintech / Transaction Processing

blueprint

Re-architecting a single-region system for high availability

Moving a fintech's core transaction processing off a single availability zone with no automated failover, onto a multi-AZ architecture with a measurable uptime SLO.

$300K+
Average cost of one hour of downtime, mid-size/large enterprises
AWS (multi-AZ/multi-region)Kubernetes (EKS)Terraform

Public Sector & E-Governance · Nepal

blueprint

An AI citizen-services assistant grounded on public datasets, with governance built in

A blueprint for an AI assistant that answers citizen questions from approved government policies and datasets, cites its source, and records every step in an audit log.

80%
Faster responses on common enquiries (public-sector avg)
Next.jsHybrid retriever (graph + vector)Vector store (pgvector)

Banking & NBFIs · Nepal

blueprint

KYC and loan-file document AI for banks and NBFIs

A blueprint for a document-AI system that reads KYC and loan files, verifies them, and auto-approves the clean ones while routing risky files to a compliance officer.

70%
Typical cut in KYC cycle time
Next.jsOCR / Document AIPython

Logistics · Kathmandu

case study

Rebuilding an ordering system with automation at its core

We rebuilt an internal ordering and dispatch system, automating the manual steps that slowed every order.

58%
Less manual processing
Next.jsPostgreSQLAutomation pipelines

SaaS / Cloud Infrastructure

blueprint

A cloud cost audit and FinOps re-architecture

Auditing and re-architecting cloud spend for a growing SaaS company whose infrastructure bill was outpacing its user base, with no per-team cost visibility.

27%
Average cloud spend that goes to waste, industry-wide
AWSTerraformKubernetes (EKS)

Retail / E-commerce

blueprint

Re-platforming a legacy storefront for speed and conversion

Migrating an aging monolithic storefront onto a modern, performance-first stack to recover conversion revenue lost to slow page loads and mounting technical debt.

8.4%
Conversion lift per 0.1s mobile LCP improvement (retail)
Next.jsTypeScriptNode.js

Manufacturing / Logistics

blueprint

A real-time operations dashboard for the production floor

Replacing end-of-shift paper logs with live OEE, downtime, and throughput monitoring for a regional manufacturer's production floor.

up to 50%
Downtime reduction after adopting real-time analytics (McKinsey)
Python (FastAPI)TimescaleDBGrafana

Fintech / Engineering Operations

blueprint

Modernizing a fragmented CI/CD pipeline

Rebuilding a fintech engineering team's ticket-driven, manual deployment process into an automated pipeline benchmarked against DORA's elite-performer metrics.

5% or less
Elite performers' change failure rate (DORA)
GitHub ActionsDockerKubernetes

Marketplace / Two-Sided Platforms

blueprint

An AI-native two-sided marketplace MVP

A concierge-style MVP for an early-stage two-sided marketplace, built to solve the cold-start liquidity problem before automating matching.

8 weeks
Time to validate manual-to-automated matching (concierge MVP pattern)
Next.jsTypeScriptSupabase
12+
Projects delivered
12
Clients · multiple countries
3×
Faster via automation
96%
On-time delivery

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