[ CASE_STUDIES ]

What we have actually built

79 projects from our build history, drawn from more than 170 repositories. Every entry answers the same three questions: what it is, what we built, and how a company would use it. No mock-ups and no roadmap items — this is shipped work.

79
Projects documented
27
In-depth studies
10
Capability areas
170+
Repositories reviewed

Client engagements are described by sector rather than by name. Where a project is one of our own products, we name it and link to it.

[ CAPABILITY_AREAS ]

Browse by what it does

AI Agents & Copilots

9

Systems where a model does not just answer — it holds tools, takes multi-step action, and reports back. In-app copilots, agent runtimes, and multi-model workspaces.

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Document Intelligence

5

Turning documents nobody wants to read — contracts, scanned PDFs, regulatory filings, multilingual rolls — into structured, searchable, citable data.

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Finance & Capital Markets

10

Equity research, debt issuance, valuation, trusteeship and market data. Domain-heavy work where the schema matters more than the UI.

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Internal Tools & Admin

8

The unglamorous software a business actually runs on: CRMs, ops consoles, approval queues, billing, moderation, back-office.

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Marketplaces & Consumer Apps

6

Two-sided products with real money and real logistics — ticketing, ride-sharing, leasing, events. Web and native, payments and identity included.

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Growth & Lead Generation

6

Tools that create pipeline: audit funnels that give away something genuinely useful, outbound research assistants, and the panels that catch the leads.

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Websites & Brand Platforms

10

Corporate sites, regulated-industry content estates, product launches and waitlists — built for SEO, forms that reach a human, and content teams who are not developers.

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Developer Platforms

10

Software for people who build software: coding-agent runtimes, app builders, self-hosted control planes, project templates.

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Learning, Hiring & HR

7

Course delivery, asynchronous interviewing, skills mapping, attendance — the people side, with the compliance edges handled.

View

Data Pipelines & Automation

8

Scrapers, ingestion jobs, report generators and BI. Getting data in, keeping it clean, and getting a document out the other end.

View
Screenshot of Document-Grounded Business AdvisorLive product
AI Agents & Copilots/Advisory & consulting

Document-Grounded Business Advisor

An AI advisor that will only tell you things it can point to in your own documents.

TanStack StartConvexVercel AI SDKRAG
Read case study
Screenshot of Agentic Company-Builder PlatformLive product
AI Agents & Copilots/NeuralArc product — DoZero

Agentic Company-Builder Platform

A platform where an operator describes a business function and an agent team stands it up.

ConvexFastAPIComposioMCP
Read case study
Screenshot of AI Design CanvasLive product
AI Agents & Copilots/NeuralArc product — OpenDesign

AI Design Canvas

Prompt a screen, slide deck or wireframe; then edit it directly instead of re-prompting.

Next.js 16DrizzleNeon PostgresBetter Auth
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AI Agents & Copilots/NeuralArc product — AccessAllGPT

Multi-Model AI Workspace

One subscription and one interface across OpenAI, Anthropic, Google, Groq and xAI.

Next.js 15AI SDKPostgresVercel Blob
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AI Agents & Copilots/SME retail & distribution

Billing Workspace with an Embedded Copilot

A billing app where the assistant can actually operate the app, not just describe it.

Next.jsCopilotKitOpenRouter
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AI Agents & Copilots/Consumer / creator tools

Prompt-to-Playable Game Builder

Type a game idea, get a playable 2D or 3D game in the browser.

Next.jsPrismaPostgresNextAuth
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AI Agents & Copilots/Internal knowledge

Grounded Answer Engine

A search box that returns a written answer with the sources it read.

Next.jsOpenAICheerio
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AI Agents & Copilots/Customer operations

Real-Time Voice Agent

A spoken conversation with an AI that can take actions mid-call.

Next.jsDailyRealtime AI
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Screenshot of Multi-Model Chat DeploymentsLive product
AI Agents & Copilots/Multiple engagements

Multi-Model Chat Deployments

Branded, self-hosted chat interfaces over multiple model providers.

Next.jsViteSupabaseGemini
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Document Intelligence/Civic data & political research

Multilingual Scanned-PDF Extraction Pipeline

Indian electoral roll PDFs — Hindi, Kannada, scanned or digital — turned into searchable English records.

Next.jsMistral OCRClaudeDrizzle
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Document Intelligence/Debt capital markets

Contract Q&A and Covenant Tracker

Ask the same twenty questions of every contract that comes in, and track the obligations you find.

ConvexReact 19OpenRouterpdf-parse
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Document Intelligence/Debenture trusteeship

Offline Document Analysis Desktop Tool

A document Q&A and topic-analysis tool shipped as a Windows executable.

PythonStreamlitLangChainOpenAI
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Document Intelligence/Knowledge work

Document & Notes Workspace with Semantic Search

A team workspace where documents and notes are both searchable by meaning.

Next.jsConvexClerkOpenAI
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Document Intelligence/SME analytics

Spreadsheet Chat & Visualisation

Upload a CSV or Excel file and ask it questions in plain language.

Next.jsGeminiMongoDBClerk
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Finance & Capital Markets/Retail investing / fintech

AI Equity Research Platform

Generates full equity research reports, portfolio analysis and stock comparisons on demand.

Next.jsOpenAIPerplexitySupabase
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Screenshot of Valuation Terminal for Indian EquitiesLive product
Finance & Capital Markets/NeuralArc product — OpenThesis

Valuation Terminal for Indian Equities

A stock terminal first and an AI product second — with one-click intrinsic valuation reports.

Next.js 16OpenRouterNeon PostgresBetter Auth
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Finance & Capital Markets/Debt capital markets

Bond Issuance & Investor Platform

Onboarding, deal workspace and investor portal for private debt issuance.

ConvexReactBetter AuthVitest
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Finance & Capital Markets/Capital markets media & research

IPO & Market Data Platform

A public market-data destination fed by a fleet of automated ingestion jobs.

ReactVitePrismaPostgres
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Finance & Capital Markets/Debt capital markets

Debt Market League Tables

League-table analytics for the Indian debt market, by issuer, arranger, trustee and registrar.

Next.jsReactRechartsFramer Motion
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Finance & Capital Markets/Investment administration

Registrar & Transfer Agent Platform

Investor records, securities, transactions and compliance for a registrar operation.

ReactTypeScriptExpressTanStack Table
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Finance & Capital Markets/Debt capital markets

Multi-Organisation Bond Data Panels

Data-entry and administration panels where each organisation only sees its own submissions.

Next.jsMongoDBNextAuthRBAC
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Finance & Capital Markets/Real-estate investment

Property Tokenisation Walkthrough

A clickable end-to-end demo of a fractional property investment product.

ReactViteTailwind
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Finance & Capital Markets/Fixed income

Debt & Bond Market Dashboard

A market overview dashboard for debt and bond instruments.

ReactViteshadcn/ui
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Finance & Capital Markets/Algorithmic trading

Broker API Candlestick CLI

A command-line tool for pulling candlestick data from a broker API.

PythonKite Connect
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Internal Tools & Admin/NeuralArc internal — NeuralCRM

Agency Operating System

CRM, ERP and client portal in one, with an AI agent that can operate it.

ConvexReact 19Better AuthCopilotKit
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Internal Tools & Admin/Financial media

Editorial & Research Operations Console

The back office for a financial news operation — research, production, publishing and audio.

ReactViteExpressPython
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Internal Tools & Admin/Live events

Event Ticketing Operations Console

Everything an events team does between selling a ticket and letting someone through the door.

Next.jsConvexJWTZXing
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Internal Tools & Admin/Mobility

Ride Platform Safety & Disputes Console

The console for handling disputes, SOS alerts and KYC on a ride-sharing platform.

Next.jsSupabaseRow-Level Security
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Internal Tools & Admin/Professional services

Multi-Company Invoicing System

Invoicing across multiple companies from one login, with reminders and reporting.

ReactSupabaseChart.js
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Internal Tools & Admin/Precious metals trading

Bullion Trading Accounting System

Books for a gold trading business, in its own vocabulary.

ReactExpressMongoDB
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Internal Tools & Admin/Lending & credit

Lending Document Management System

Document control for loan accounts and deals, with encryption and role-scoped access.

ReactTypeScriptMUIAES
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Internal Tools & Admin/NeuralArc internal

Directory Content & Moderation Admin

The admin behind a public directory — submissions in, curated entries out.

Next.jsSupabase
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Marketplaces & Consumer Apps/Live events & nightlife

Event Ticketing Platform (Mobile + Web)

A full ticketing business: discovery, checkout, QR entry and a social layer.

ExpoReact NativeConvexBetter Auth
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Marketplaces & Consumer Apps/Mobility

Carpooling & Ride Management Platform

A ride-sharing app with the safety and dispute machinery a real operator needs.

ExpoIonicConvexSupabase
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Marketplaces & Consumer Apps/Community & events

City Events Platform with Feed Syndication

A city event calendar where community-posted and syndicated events live side by side.

Next.js 16DrizzleNeon PostgresBetter Auth
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Marketplaces & Consumer Apps/Mobility & leasing

Vehicle Leasing Marketplace

A two-sided vehicle leasing app for owners and renters.

ReactViteTypeScriptTailwind
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Marketplaces & Consumer Apps/Sports & community

Athlete Networking & Matching App

A network for athletes to find each other, matched by profile.

Next.jsMongoDBClerkSvix
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Marketplaces & Consumer Apps/Financial media

Community Forum Platform

A sub-community forum with rich posts, voting and threaded comments.

Next.jsPrismaPostgresEditor.js
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Screenshot of Website Audit Lead Funnel EngineLive product
Growth & Lead Generation/NeuralArc internal — BlindSpot / Faceoff

Website Audit Lead Funnel Engine

A free website audit that is genuinely useful — and captures a qualified lead to unlock the detail.

Next.js 16Neon PostgresCheerioResend
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Growth & Lead Generation/NeuralArc internal

Central Lead Attribution Panel

One inbox for leads arriving from several different funnels.

Next.jsNeon Postgres
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Growth & Lead Generation/B2B sales

Outbound Prospect Research Assistant

A guided six-step flow from a prospect name to a drafted, researched email.

ReactViteGeminiZustand
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Growth & Lead Generation/Personal branding & B2B marketing

LinkedIn Content Strategy System

A system for running LinkedIn as an experiment log rather than a vibe.

ReactGeminiRecharts
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Screenshot of Consumer AI App with Programmatic SEOLive product
Growth & Lead Generation/Consumer

Consumer AI App with Programmatic SEO

A free consumer AI tool wrapped in a content engine built to rank.

ReactGeminiVite
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Screenshot of AI Tools DirectoryLive product
Growth & Lead Generation/NeuralArc internal

AI Tools Directory

A curated, searchable directory of AI tools with an editorial layer.

ReactConvexGeminiClerk
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Websites & Brand Platforms/Manufacturing & construction staffing (Canada)

Industrial Staffing Corporate Website

A six-page recruitment marketing site built to a written PRD, with forms that reach the right inbox.

ViteReact 18Tailwind v4Framer Motion
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Websites & Brand Platforms/Trusteeship & fiduciary services

Regulated Financial Services Content Estate

A corporate site covering 25+ distinct regulated service lines, each as its own ranking page.

Next.jsReactNode CMS
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Websites & Brand Platforms/Financial media

Financial News & Research Platform

A subscription financial media property — news, research, podcasts and newsletters.

Next.jsStrapiMongoDBClerk
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Websites & Brand Platforms/Wealth management & corporate services

Multi-Jurisdiction Wealth Advisory Sites

Corporate marketing sites for a financial services group across jurisdictions.

ViteReactshadcn/uiTailwind
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Websites & Brand Platforms/Legal services (Middle East)

Legal & Consulting Practice Website

A practice-area website with attorney profiles, case studies and consultation booking.

Next.jsMUIBootstrap
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Websites & Brand Platforms/Multiple products

Product Launch Sites & Waitlists

Launch pages that capture demand before the product exists.

ViteNext.jsConvexSupabase
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Websites & Brand Platforms/Creative & technology services

Agency & Studio Brand Sites

High-production marketing sites for agencies and studios.

Next.jsReact Three FiberSplineFramer Motion
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Websites & Brand Platforms/Consultants & creators

Personal Brand & Portfolio Sites

Individual practitioner sites built to win clients, not to look like a CV.

ViteNext.jsReactTailwind
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Websites & Brand Platforms/Corporate marketing

Headless CMS Content Platforms

Marketing sites where the content model is designed, not improvised.

StrapiNext.js 14TypeScripti18n
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Websites & Brand Platforms/Creator economy

Immersive 3D Brand Experience

A brand site built around 3D scenes and video rather than sections of text.

ReactReact Three FiberSplineSCSS
Read case study
Screenshot of Background Coding Agent RuntimeLive product
Developer Platforms/NeuralArc product — Tellnova

Background Coding Agent Runtime

Runs coding agents in isolated Git worktrees so delegated work never touches your active workspace.

ElectronTanStack StartConvexBetter Auth
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Screenshot of Chat-to-App Builder with Live PreviewLive product
Developer Platforms/NeuralArc product — Tellnova Studio

Chat-to-App Builder with Live Preview

Describe an app in chat, watch it build and run in the browser.

ConvexReactWebContainerMonaco
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Developer Platforms/NeuralArc internal

Self-Hosted Server & Agent Control Plane

Control your own machine — and trigger coding agents against your repos — from your phone.

PythonFlaskReactSQLite
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Developer Platforms/NeuralArc product — NeuralCode

CLI Coding Assistant

A terminal-first coding assistant with persistent context and memory.

TypeScriptNodeOpenRouterCommander
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Developer Platforms/Developer tooling

AI Test Generation SaaS + IDE Extension

Generated test suites, delivered both as a web product and inside the editor.

Next.jsAI SDKVS Code Extension APIesbuild
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Developer Platforms/Automation

Workflow & Skills Execution Engine

Define a workflow as a set of skills and run it, with execution history.

ConvexReactshadcn/ui
Read case study
Developer Platforms/Software delivery

AI Requirements Gathering Tool

Interrogates a project idea into a structured requirements document, then generates from it.

Next.jsPrismaClerkOpenAI
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Developer Platforms/AI evaluation

Model Output Benchmark Harness

Runs the same generation prompt across many models and stores every artifact for comparison.

AI SDKExpressReact
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Developer Platforms/Content production

Frame-by-Frame Video Analysis Skill

Any video URL turned into a timestamped structural breakdown.

PythonGeminiyt-dlpffmpeg
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Developer Platforms/NeuralArc internal

Standardised Project Templates

Pre-built starting points so every new project begins the same way.

ViteReactFastAPINext.js
Read case study
Learning, Hiring & HR/Recruitment technology

AI Video Interview Platform

Asynchronous video interviews at scale, with AI assessment and its own billing.

ConvexReactViteChunked video upload
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Learning, Hiring & HR/Online education

Anti-Piracy Course Platform

A course platform designed around content not leaking.

ConvexReactReact Player
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Learning, Hiring & HR/Learning & development

Learning Roadmap Generator

Describe a skill you want and get a structured, visual roadmap to it.

ReactGeminiSupabaseClerk
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Learning, Hiring & HR/HR operations

Geofenced Attendance System

Staff clock in from their phone, but only when they are actually at the office.

ViteReactExpressNeon Postgres
Read case study
Screenshot of Clinical Posting CompanionLive product
Learning, Hiring & HR/Medical education

Clinical Posting Companion

Students log anonymised patient cases; faculty review them in a queue.

Next.js 15React 19ZodLocal-first storage
Read case study
Learning, Hiring & HR/Test preparation

Competitive Exam Study System

A study system built around syllabus coverage rather than hours logged.

ViteReactshadcn/ui
Read case study
Screenshot of Fitness & Nutrition PlatformLive product
Learning, Hiring & HR/Health & wellness

Fitness & Nutrition Platform

Workout and nutrition tracking with social challenges.

ConvexReactNext.jsOpenAI
Read case study
Screenshot of AI Business Intelligence WorkspaceLive product
Data Pipelines & Automation/Enterprise analytics

AI Business Intelligence Workspace

Upload data, get dashboards, ask questions of them in plain language.

ConvexReactAI SDKWorkOS
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Data Pipelines & Automation/Investment research

AI Research Report & Deck Generator

Source documents in; a structured research report or presentation out.

Next.jsFastAPIFAISSAnthropic
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Data Pipelines & Automation/Investment research

Drag-and-Drop Report Builder

A visual editor where analysts compose print-ready reports themselves.

Next.jsCraft.jshtml2pdfRecharts
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Data Pipelines & Automation/Financial research

Standalone RAG Service

Retrieval-augmented generation as a service another application calls.

PythonSQLiteVector search
Read case study
Data Pipelines & Automation/Capital markets

Market Data API Microservices

The data layer sitting between scraped market data and the products that consume it.

ExpressPrismaPostgresMySQL
Read case study
Data Pipelines & Automation/Manufacturing / industrial

Automation-Backed Internal Assistant

An internal chat assistant wired to the company's existing automation platform.

Next.jsn8nVitestRecharts
Read case study
Data Pipelines & Automation/Research operations

Self-Hosted Reading & Research Client

A private feed reader with full-text search and annotation.

SvelteKitDrizzlePostgresArgon2
Read case study
Data Pipelines & Automation/E-commerce / fashion

Shopify Virtual Try-On App

A merchant-installable Shopify app adding virtual try-on to a storefront.

Shopify App BridgeReact RouterPrismaLiquid
Read case study

[ HONEST_SCOPE ]

What this tells you about scope

Clients usually ask the same question in different words: can you build this? Here is the honest version of the answer.

Where we are strongest

  • Applications where a model must produce something reliable and structured — audits, valuations, extractions — not just prose.
  • Turning messy documents into queryable data, including scanned and non-English sources.
  • Regulated and finance-adjacent domains where the data model and the permission rules are the actual work.
  • Full products, not front ends: auth, roles, payments, webhooks, admin consoles and the operations surface.
  • Getting from nothing to a deployed system fast enough that you can test the idea rather than argue about it.

Where you should ask us first

  • Hard real-time or safety-critical systems — trading execution, medical devices, industrial control.
  • Work requiring a formal certification we do not hold. We build to the requirement; we do not issue the attestation.
  • On-premise deployment into a locked-down enterprise network — possible, but it changes shape and timeline.
  • Native mobile needing platform hardware APIs beyond what the cross-platform layer exposes.
  • Anything where the honest answer is to buy the existing tool. We will say so.

Recognise your problem in here?

Tell us which entry is closest and we will tell you what is different about yours.

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