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Software · AI · Hardware — one engineering team

AI, SaaS and IoT systems for businesses that run on operations.

From factory sensors and AI inspection to SaaS platforms and mobile apps — one team takes the product from idea to deployment, and keeps it running afterwards. Software, hardware, cloud and support, under a single delivery plan.

  • Reply in 1 working day
  • Source code and IP yours
  • GSTIN 09CPBPD9064H1ZS
  • Lucknow, India
console · thegradlew

Signal path

Sense

Sensors & data in

Decide

AI on the edge

Connect

Cloud & APIs

Use

Apps & dashboards

Deploy · api-gatewaylive
Model · vision-v3live
OTA · fleet-batch-12staged

The stack behind the products we ship

ReactNext.jsTypeScriptNode.jsPythonGoReact NativeFlutterSwiftKotlin.NETGraphQLReactNext.jsTypeScriptNode.jsPythonGoReact NativeFlutterSwiftKotlin.NETGraphQL
OpenAIClaudeGeminiLangChainPostgreSQLMongoDBAWSAzureGoogle CloudDockerKubernetesESP32Jetson NanoMQTTCADCNC-ready3D printingSEOPerformance adsOpenAIClaudeGeminiLangChainPostgreSQLMongoDBAWSAzureGoogle CloudDockerKubernetesESP32Jetson NanoMQTTCADCNC-ready3D printingSEOPerformance ads

What we build

One partner for the entire product.

Twelve capabilities that usually live in as many different vendors. We keep them under one plan — so the design, the code and the silicon are decided together, not in sequence.

Web & SaaS Platforms

Custom web apps, multi-tenant SaaS, admin dashboards, CRMs, ERPs and internal tools — built around the person who opens them every morning.

  • SaaS platforms
  • Enterprise apps
  • Dashboards & portals
  • CRM / ERP
Learn more

Mobile Applications

Native iOS & Android and cross-platform apps with device pairing, offline behaviour and clean store releases that pass review the first time.

  • iOS & Android
  • React Native
  • Flutter
  • Wearable & tablet
Learn more
New

Games, 3D & Interactive

Unity and Unreal games, 3D art and character work, architectural visualisation, VR / AR / XR, 3D animation video and motion graphics — art and code from one studio, playable prototype to store release. There is a playable demo on the page.

  • Unity & Unreal Engine
  • 3D art & ArchViz
  • VR / AR / XR
  • Character, animation & video
See the page & play the demo
New

AI & Intelligent Systems

Applied AI that decides, not just displays — assistants grounded in your own documents with citations, document intelligence, agents that take actions, computer vision and on-device AI. Claude, GPT and Gemini behind one interface. There is a working demo on the page.

  • Assistants on your documents
  • AI agents & RAG
  • Computer vision / OCR
  • Evaluation & guardrails
See the page & try the demo

Cloud & Backend

REST and GraphQL APIs, scalable cloud architecture and the DevOps to ship it — on AWS, Azure, GCP or Firebase, containerised and observable.

  • REST & GraphQL APIs
  • AWS / Azure / GCP
  • Docker & Kubernetes
  • CI/CD & DevOps
Learn more
Our edge

Hardware & Embedded

The part most software teams can't do: custom PCBs, C/C++ firmware, sensor integration and edge AI on real silicon — designed to be manufactured.

  • Custom PCB design
  • Firmware (C/C++)
  • Edge AI on device
  • DFM & production
Learn more

3D & CAD Modelling

Precision 3D design for engineering, manufacturing and visualisation — models built to real tolerances, ready for CNC, 3D printing or tooling.

  • Product design & CAD
  • CNC / 3D-print ready
  • 3D visualisation
  • Enclosure design
Learn more

Digital Marketing

Once it is built, the right people have to find it. Technical SEO, performance campaigns and content — measured against leads and sales, not impressions.

  • Search engine optimisation
  • Social & performance ads
  • Content strategy
  • Analytics & tracking
Learn more

Business Platforms

Marketplaces, booking, FinTech, healthcare, logistics, e-commerce and POS — domain-shaped products with the compliance and scale they demand.

  • Marketplaces & booking
  • FinTech & HealthTech
  • E-commerce & POS
  • Logistics & EdTech
Learn more

Product & UI/UX Design

Research, wireframes, interactive prototypes and design systems that make complex operator tools feel effortless — not just demo-pretty.

  • UX research
  • Interactive prototypes
  • Design systems
  • Branding
Learn more

Desktop Software

macOS, Windows and cross-platform Electron applications for teams that need real desktop power, not a browser tab.

  • macOS & Windows
  • Electron
  • Cross-platform
  • Native performance
Learn more

Support & Maintenance

Long-term technical partnership: feature development, store deployment, performance and security hardening at a predictable monthly cost.

  • Feature development
  • App / Play Store
  • Performance & security
  • Long-term support
Learn more

Why teams choose us

Built to remove the seams that break products.

Most product failures happen at a handover — design to engineering, software to hardware, launch to maintenance. We're organised to make those seams disappear.

One team, no handover gap

The expensive failures in digital products happen at the seam between disciplines. Design, software and hardware sit in the same review here.

Agile, ship-early delivery

Working units and release candidates early, so decisions are made against something real instead of a slide.

Scalable architecture

We build the version that survives your fiftieth thousand user — clean data models, observability and staged releases from day one.

Real AI expertise

Dedicated AI engineers deploying LLMs, RAG and edge vision in production — not bolted-on wrappers, but systems that make decisions.

Transparent communication

An engineer reads your brief, not a form queue. Clear scope, honest trade-offs, and a reply within one working day.

Enterprise-grade security

Role-based access, audit trails, secure firmware update paths and data handling built to stand up to an audit.

Modern technology stack

Current frameworks and platforms chosen for the next five years of the product, not the last five.

Long-term partnership

Most clients stay on a maintenance retainer. We optimise for the second year of the relationship, not the invoice.

Selected work

Real shapes of projects we're called in to build.

Each is a genuine class of product we deliver, shown as a demonstration build we own rather than as a client engagement. The client work itself sits under NDA and is walked through on a call.

Industrial · IoT

Remote machine & asset monitoring

Retrofit sensor nodes, a gateway that logs through outages, and a dashboard with threshold alerts to the supervisor's phone.

STM32MQTTNode.jsTime-series
98%
Quality · Edge AI

Edge-AI visual inspection on the line

A Jetson station beside the conveyor runs the model on-device — pass/fail in milliseconds, keeping only images of rejects.

Jetson NanoComputer VisionPython
Startup · Full product

Connected product, breadboard to app store

Custom PCB, enclosure, OTA firmware, the pairing flow, the mobile app and the cloud behind it — plus a pilot batch.

Custom PCBiOS & AndroidCloudOTA
SaaS · Web platform

Operations platform with roles & audit

One web panel with role-based access, scheduling and an action log — replacing a drawer of single-purpose apps.

Next.jsPostgreSQLRBAC
98%
Compliance · Cold chain

Environment logging that survives an audit

Sealed multi-sensor loggers, excursion alerts and one-click export of a signed report for any date range.

I2C sensorsLow-power FWAudit export
Fleet · Migration

Better software for hardware already shipping

A device-management layer with fleet grouping and staged OTA releases, migrated without taking the fleet offline.

See the platform
Fleet mgmtOTA pipelineAPIs

Live builds

35 real applications, open in your browser.

Not screenshots — the actual production bundles, built and owned by us to demonstrate a class of product. Grouped by the kind of business each one was built for, so you can go straight to the row that looks like yours. Client engagements are under NDA and are talked through on a call.

In build

Two products of our own, on the way.

Client work pays for these. Each page below says what the product is and deliberately not how it works — design partners see the rest under NDA.

STELLIXNetwork Intelligence
In build · Edge appliance

Stellix — the network engineer that never sleeps

A box that sits on a network, notices the fault before anyone rings in, and says in one sentence what broke and where. Built for the layers nobody else instruments — the cable, the switch, the link to the ISP — and it runs entirely on site, air-gapped if that is what the building needs.

On-premRuns air-gappedFor MSPsDesign partners open
APPEALIQDenial Appeals Agent
In validation · US healthcare

AppealIQ — the appeals department that never writes a claim off

Most denied medical claims are never fought, because fighting one costs more in staff time than the claim is worth. AppealIQ reads the denial, works out why it happened, drafts the appeal with the payer's own policy cited, files it and chases it to a decision — with a human approving every letter before it leaves.

Human approves every appealHIPAA posture day oneFor billing companiesDesign partners open

Technology

A modern stack, chosen for the next five years.

Current frameworks and platforms picked for where the product is going — from the browser all the way down to the microcontroller.

Frontend

06
ReactNext.jsVueAngularTypeScriptTailwind

Mobile

04
React NativeFlutterSwiftKotlin

Backend

05
Node.jsPythonGoJava.NET

AI

07
OpenAIClaudeGeminiLangChainVector DBsRAGVision

Cloud & DevOps

06
AWSAzureGoogle CloudFirebaseDockerKubernetes

Data

05
PostgreSQLMongoDBMySQLRedisSupabase

Embedded

06
ESP32STM32Raspberry PiJetson NanoC / C++MQTT

Design

04
FigmaDesign systemsPrototypingMotion

3D & CAD

05
Parametric CADCNC-ready output3D printingEnclosuresRendering

Marketing

05
Technical SEOGoogle AdsMeta AdsAnalyticsContent

How a project runs

Eight stages, each with something you can hold or open.

A predictable delivery rhythm with a decision point you control at every step — from the first sketch to the retainer that keeps it running.

01

Discovery

We pin down what the product must do, cost and survive — the constraint that worries you most first.

02

Research

Users, domain, technical feasibility and the competitive edge worth building toward.

03

Strategy

Scope, architecture and a delivery plan with decision points you control.

04

UI/UX Design

Wireframes, interactive prototypes and a design system your product grows into.

05

Development

Software, cloud and — where needed — firmware and hardware, built against one plan.

06

Testing

Automated and real-condition testing; we fix what only the field reveals.

07

Deployment

Store releases, cloud rollout and staged over-the-air updates without downtime.

08

Maintenance

Ongoing releases, monitoring, security and features on a predictable retainer.

By the numbers

A focused team, structured to avoid the handover.

0

Core engineers

0

Software developers

0

Hardware & embedded engineers

0

Divisions, one delivery plan

Industries

Domain-shaped products, not generic templates.

We adapt to the compliance, data and scale each sector demands — carrying the constraints into the architecture, not bolting them on later.

Healthcare
Finance & FinTech
Retail & E-commerce
Travel & Hospitality
Gaming & Interactive Media
Education
Manufacturing
Logistics
Real Estate
Food Delivery
Construction
Energy & Utilities
AI Startups

The people behind it

Who you are actually hiring.

A small team, named in the proposal, with the engineer who scoped the work still on it when it ships.

Sourabh

Founder · TheGradleW Technologies

Most agencies that say “end to end” mean they will subcontract the half they do not do. We started this one because the handover between the firmware team and the app team is where connected products quietly fail — and nobody owns that seam.

So we own it. The board, the firmware, the cloud, the app and the dashboard are one plan with one team answerable for all of it. When something does not work at the boundary, there is no second vendor to point at.

The other thing we decided early: say the unprofitable thing out loud. If a rule engine beats an AI model for your problem, we will tell you, and we will lose the bigger project. Roughly a third of our discovery calls end with us recommending something smaller than the client came in asking for. The ones that go ahead after that conversation tend to stay for years.

— Sourabh

The engineer who scoped it

Whoever runs your discovery call stays on the project. Scope is written by the person who will have to build to it, which is the cheapest way we know to keep an estimate honest.

Hardware and firmware

Schematic, PCB layout, C/C++ firmware and the bring-up. The part most software shops subcontract and most hardware shops will not pair with an app team to do.

Product and platform

Design, front end, backend, cloud and the admin surface — built as one system rather than as three handovers.

A named owner after launch

On a retainer you get a specific engineer who knows your system, not a shared queue. You will have their name before you sign.

Instead of testimonials

We would rather publish commitments you can hold us to than quotes you cannot verify.

Client work sits under NDA, and a quote without a name and a company is worth nothing to you. Named references are available on request at proposal stage — the people who would give them are the reason we are careful about asking.

We will talk you out of it

About a third of our discovery calls end with a smaller recommendation than the one the client arrived with — a rule engine instead of a model, an integration instead of a rebuild, or nothing at all this quarter.

Fixed price against a written scope

Not a day rate that drifts. Change requests are quoted and approved before they start, and the rate card for every capability is published on this site.

Your code, your cloud, from day one

Source in your repository from the first commit and infrastructure in your account. There is no part of what we build that you have to keep renting from us.

We write down what we are not

No SOC 2, no ISO 27001, no regulatory submissions, no criminal-record checks. Where a vendor would stay quiet, we put it on the page.

  • Udyam UDYAM-UP-50-0280551
  • GSTIN 09CPBPD9064H1ZS
  • Lucknow, Uttar Pradesh
  • Source code and IP yours
  • Reply in 1 working day

FAQ

Questions we hear before the first call.

If yours isn't here, send it in your brief — an engineer will answer it directly.

Digital products, end to end: web and SaaS platforms, mobile apps, AI systems, cloud backends — and, when the product needs it, the custom hardware and firmware beneath. Most software teams stop at the API; we can take a product from a breadboard to the app store.

Tell us what the product has to do. We'll tell you what it takes.

Startups, enterprises and product teams — from a napkin sketch to a fleet in the field. One team, concept to production.

  • Udyam UDYAM-UP-50-0280551
  • GSTIN 09CPBPD9064H1ZS
  • Lucknow, Uttar Pradesh
  • Source code and IP yours
  • Reply in 1 working day

Start a project

Come with a problem. We'll scope it before we quote it.

Send us the constraint that worries you most. An engineer reads it — not a form queue — and replies within one working day.

Under NDA already? Say so in the brief and we'll send ours before you share anything technical.