Software and AI services
Build something new, improve and protect what you already run and put AI to work, with one team across all of it.
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Good places to start
AI Services
Find the right use cases, build them into your systems and measure what they change.
AI & AutomationPut AI to workWeb & App Development
Websites and web apps designed and built together, connected to your systems.
Software DevelopmentBuild something newLegacy Modernization
Older software modernized a piece at a time, while the old system keeps running.
Modernization, Cloud & DataImprove what you already run
Software DevelopmentBuild something new
Web & App Development
Websites and web apps designed and built together, connected to your systems.
Mobile Apps
iOS and Android apps, native or cross-platform, on the same back end as your web product.
Custom Software
Internal tools, portals and operational systems, built around how you work.
UI/UX & Product Design
Research, interface design and design systems from a team that also builds the software.
E-commerce
Storefronts, checkout and the integrations behind them, built for real traffic and payments.
Systems & API Integration
Your CRM, ERP and finance connected, so everyone works from the same information.
Platform Engineering
Ready-made environments and pipelines, with security and monitoring built in.
Discovery & MVP
A short discovery to test the idea and the approach, then a first release real users can try.
SaaS Development
Subscription products with accounts, billing and admin built in, and each customer’s data kept apart.
QA & Test Automation
Automated tests in your release pipeline, so releases stop depending on manual checks.
Modernization, Cloud & DataImprove what you already run
Legacy Modernization
Older software modernized a piece at a time, while the old system keeps running.
Cloud, DevOps & Security
Hosting, release pipelines and security, so releasing is routine and systems stay reliable.
Data Engineering
Pipelines, warehousing and data modeling that bring your data into one reliable place.
Data Platforms & MLOps
Models taken from experiment to production, with tested releases and live monitoring.
Performance & Optimization
Speed and stability measured for real users, with the biggest causes of slowness fixed first.
Support & Maintenance
Software in production kept updated, patched and monitored, with an agreed response time.
Cloud Migration
Systems moved to the cloud in planned stages, each step tested, with a way back.
Cloud Cost Optimization
Cloud spending tracked by team and product, with waste removed and costs kept in view.
Observability & SRE
Logs, metrics and traces in one place, with useful alerts and agreed reliability targets.
Dashboards & BI
Dashboards and reports with each metric defined once, so every team reads the same numbers.
Accessibility
Audits against WCAG, with the fixes made in your code and checks added to every release.
Technical Due Diligence
An independent review of a codebase, its architecture, security and delivery, with a written report.
Technical Advisory
Senior guidance on architecture, technology choices and your roadmap, part time or for a project.
AI & AutomationPut AI to work
AI Services
Find the right use cases, build them into your systems and measure what they change.
AI Chatbots & Assistants
Answers from your knowledge and systems, with handover to a person when needed.
AI Agents
Tasks completed across your systems, with controlled access and human approvals.
Voice Agents
Calls answered naturally and handled with the tools you use, following your rules.
Workflow Automation
Manual steps between your tools automated, with clear rules and human approvals.
AI Product Engineering
AI features built into your own product, tested before release and measured once they’re live.
Machine Learning Development
Forecasting, scoring and anomaly detection models, trained on your own data.
Private AI & Custom Models
Open models fine-tuned on your data and run in your own environment, so the data stays with you.
Computer Vision
Images and video analyzed to find, count or inspect what matters to your operation.
AI Document Processing
Invoices, forms and contracts read by AI, with the data checked and passed to your systems.
MCP & Agent Integration
Your product and data made usable by AI agents through MCP, with sign-in and scoped permissions.
Agentic Commerce
Product data and checkout prepared for people who shop through AI assistants.
AI-Assisted Engineering
Coding agents rolled out across your engineering team, with review rules and a measure of what changes.
CybersecurityProtect what you run
Security Assessment
Your security reviewed against a recognized framework, with risks ranked and a plan to fix them.
Penetration Testing
Your applications, APIs and cloud tested as an attacker would, with clear findings and a retest.
Application Security
Security built into how your software is written and released, from code review to dependency checks.
Cloud Security
Cloud accounts checked for risky settings and access, with the fixes made and checks left running.
Identity & Access Management
Sign-in, single sign-on and permissions set up so each person reaches only what they need.
Data Protection & Privacy
Personal and sensitive data mapped, encrypted and kept only as long as it’s needed.
Vulnerability Management
Systems scanned on a schedule, with each weakness ranked by risk and fixed in order.
Compliance Readiness
The controls, policies and evidence auditors ask for, built into how your team already works.
Security Monitoring & Response
Your systems watched for signs of attack, with each alert investigated and acted on.
Incident Readiness & Response
Response plans and practice before an incident, and help on the day to contain it and recover.
Backup & Recovery
Backups kept apart from your live systems and restored in regular tests, so recovery isn’t assumed.
AI Security & Governance
AI features and agents tested against misuse, with clear permissions and a record of what they do.
Post-Quantum Readiness
An inventory of where your systems use encryption, and a plan to move to quantum-safe algorithms.
Virtual CISO
Part-time security leadership, with a strategy, policies and reporting your board can follow.
Security Awareness Training
Short training and phishing exercises that help your team spot and report attacks.
PlatformsBuild on your platform
- CMS
WordPress Development
Custom WordPress themes, blocks and plugins: fast, kept up to date and easy for your team to edit.
- CMS
Development for Webflow
Webflow sites built as one system, with new pages your marketing team makes from approved components.
- CMS
Drupal Development by Webair
Drupal sites built, upgraded and supported, including moves from older versions.
- DXP
Development for Sitecore sites
Sitecore sites kept on a supported release, with components your team arranges itself and moves to SitecoreAI on your own timing.
- DXP
Development for Adobe Experience Manager sites
Adobe Experience Manager sites kept on a version Adobe supports, with tests that run before each update and moves to the cloud service on your own timing.
- DXP
Development for Optimizely® CMS sites
Optimizely CMS sites kept on a version Optimizely maintains, with CMS 13 upgrades, search rebuilt on the Optimizely Graph service and pages your editors build.
- CMS
Development for Umbraco sites
Umbraco sites upgraded to Umbraco 17, with custom backoffice tools rebuilt, every package checked and blocks your editors arrange.
- Headless CMS
Contentful Development
Contentful content models and front ends, so one set of content feeds every channel.
- Headless CMS
Sanity Development
Sanity Studio set up for your team, with content delivered to sites and apps.
- Headless CMS
Strapi Development
Strapi back ends set up, extended with plugins and hosted where you need them.
- Headless CMS
Storyblok Development
Storyblok spaces and components built, so editors see changes as they make them.
- Commerce
Shopify Development
Shopify and Shopify Plus stores with custom themes, apps and checkout extensions.
- Commerce
Development for WooCommerce
WooCommerce stores on WordPress, with custom features and links to your stock and finance systems.
- Commerce
Development for Adobe Commerce
Adobe Commerce and Magento Open Source stores upgraded, extended and supported, or moved to a new platform.
- Commerce
Development for BigCommerce stores
BigCommerce stores built and extended, with headless storefronts, B2B buying and several storefronts on one store.
- Commerce
Storefront development, built on the Agentforce Commerce platform
Storefronts built on the Agentforce Commerce platform, moved to Storefront Next a page at a time, with B2B stores and integrations kept current.
- Commerce
Development for Shopware stores
Shopware stores run by rules and flows, with apps, plugins and integrations kept ready for each major release.
- CRM
CRM development, built on the Salesforce platform
Your org set up and extended with custom objects, automation and links to your other systems.
- CRM
Development for HubSpot® users
HubSpot CRM and Content Hub set up, customized and connected to your product and data.
- CRM and ERP
CRM and ERP development, for Microsoft Dynamics 365 apps
Your Microsoft Dynamics 365 apps set up and extended, from sales and service to Business Central.
- CRM
Customization and integration, for Zoho software
Zoho CRM software and the Zoho One suite set up, customized with Deluge scripts and connected to your product.
- ERP
Extension development, for SAP® software
Extensions built on what SAP has released, and moves to the SAP S/4HANA® suite planned with you.
- ERP
ERP development, for Oracle NetSuite
NetSuite customized with SuiteScript and SuiteFlow, from scripts to custom records.
- ERP
Module development, for Odoo
Odoo modules built and customized, so the ERP fits how your business works.
- Low-code
Low-code development, for Microsoft Power Platform apps
Apps, flows and sites on Microsoft Power Platform, each in the environment its work needs, with a tested path to production.
- Service desk
Zendesk Development
Zendesk set up and extended with apps, so support has the context it needs.
- Collaboration
Atlassian Jira & Confluence
Jira and Confluence apps, automations and moves to Atlassian Cloud.
- Payments
Stripe Integration
Stripe payments, subscriptions and invoicing built into your product.
- Communications
Twilio Development
SMS, voice and verification built on Twilio, with delivery you can track.
TechnologiesWork in your stack
- Front end
React & Next.js
Web apps and sites in React and Next.js, quick to load and straightforward to build on.
- Front end
Angular Development
Angular applications built and upgraded to current versions, with tests in place.
- Front end
Vue.js & Nuxt
Web apps and sites in Vue.js and Nuxt, quick to load and simple to maintain.
- Front end
Development for Svelte and SvelteKit apps
Apps and sites in Svelte and SvelteKit, moved to Svelte 5 and SvelteKit 3 a step at a time, each page rendered the way it needs.
- Front end
Tailwind CSS
Interfaces styled with Tailwind CSS, on a design system your team can extend.
- Language
Software development, in TypeScript
Codebases in TypeScript or moved to it from JavaScript, with strict checks turned on one at a time and the move to TypeScript 7 planned.
- Front end
Astro
Content-heavy sites built with Astro, fast by default and simple to edit.
- Front end
3D web development, with three.js
Interactive 3D for websites and web apps, with models made ready for the phones people use and each scene described in words.
- Desktop
Desktop app development, with the Electron framework
Desktop apps for Windows, macOS and Linux, built on the Electron framework, signed, and moved forward one major version at a time.
- Design
Figma
Design systems and prototypes in Figma, handed over ready to build.
- Back end
Node.js Development
Node.js APIs and back-end services, tested and built to hold up under load.
- Back end
Python Development
Python back ends and AI services, from APIs to background jobs.
- Back end
.NET Development
Applications built on current .NET, including moves from the older .NET Framework.
- Back end
Java Development
Java applications built, modernized and kept on supported versions.
- Back end
PHP & Laravel
Laravel applications and APIs, and older PHP code brought up to date.
- Back end
Software development, in Go
Back-end services and tools in Go, kept on a supported release, with a time limit on every call and every change tested first.
- Back end
Development for Ruby on Rails applications
Rails applications built and upgraded, one release at a time, from new products to long-running codebases.
- Back end
Software development, in Rust
Services and tools in Rust, C and C++ components moved one at a time, and the unsafe parts kept small and reviewed.
- Back end
Supabase
Supabase back ends set up with auth, storage and the database underneath, ready to grow with you.
- APIs
GraphQL
GraphQL APIs designed and built, so each app asks for exactly the data it needs.
- Back end
App development, on Firebase
Web and mobile apps on the Firebase platform, with sign-in, Security Rules tested on every change and data shaped for each screen.
- Mobile
Flutter Development
Apps for iOS and Android from one Flutter codebase, with native features where they matter.
- Mobile
React Native Development
iOS and Android apps in React Native, sharing code and skills with your React web app.
- Cloud
Software development, built on AWS
Software built on AWS, with accounts set up from the start, access kept to what each needs and everything defined in code.
- Cloud
Software development, on the Microsoft Azure cloud
Software on the Microsoft Azure cloud, signed in through the accounts your people already use, with each role granted only where it’s needed.
- Cloud
Software development, with Google Cloud services
Software built with Google Cloud services, with projects set up for each system, access without key files and a line around sensitive data.
- Cloud
Oracle Cloud
Applications and databases on Oracle Cloud Infrastructure, moved and run with care.
- Infrastructure
Engineering for Kubernetes® clusters
Kubernetes clusters set up for what runs on them, with every change made one reviewed way and upgrades on a schedule.
- Infrastructure
Infrastructure as code, with Terraform
Infrastructure kept in Terraform code, every change planned and read before it runs, and renamed or moved without replacing what runs.
- Infrastructure
Docker
Applications packaged in Docker, with small, secure images and local setups that match production.
- Infrastructure
Ansible
Server setup and changes automated with Ansible playbooks you can review.
- Infrastructure
Argo CD
GitOps deployments with Argo CD, so clusters match what is in Git.
- DevOps
GitHub Actions
CI/CD pipelines in GitHub Actions, fast, secure and easy to follow.
- DevOps
GitLab
GitLab CI/CD pipelines and runners set up, with security scans built in.
- DevOps
Jenkins
Jenkins pipelines cleaned up, secured or moved to a newer CI system.
- Monitoring
Datadog
Datadog dashboards, alerts and tracing set up around what your users feel.
- Monitoring
Grafana
Grafana dashboards and Prometheus metrics set up, with alerts that matter.
- Testing
Playwright
End-to-end tests in Playwright that run on every change, across browsers.
- Testing
Cypress
Cypress tests for your key journeys, stable enough to trust.
- Identity
Okta
Okta sign-in, single sign-on and user provisioning set up for your apps.
- Identity
Auth0
Customer sign-in on Auth0, with social login, MFA and roles.
- Edge
Cloudflare
Sites and apps on Cloudflare, from Workers and caching to firewall rules.
- Hosting
Vercel
Next.js and front-end projects deployed on Vercel, with a preview for every change.
- Hosting
Netlify
Sites and front ends deployed on Netlify, with forms, functions and previews.
- Cloud
DigitalOcean
Apps and databases on DigitalOcean, set up simply and sized to your traffic.
- Data
Data engineering for Snowflake accounts
Data engineering for Snowflake accounts, with a role for each job, a warehouse for each workload, and sensitive columns masked by policy.
- Data
Data engineering for Databricks workspaces
Data engineering for Databricks workspaces, with every table in one catalog, the notebooks that matter run as reviewed jobs, and each job on a supported runtime.
- Database
Engineering for PostgreSQL databases
Engineering for PostgreSQL databases, with each on a supported version, backups restored on a schedule, the slowest queries fixed and a standby kept in step.
- Database
Engineering for MongoDB® databases
Engineering for MongoDB® databases, with documents shaped by how each screen reads them, rules on each collection, the slowest queries fixed and upgrades taken one version at a time.
- Search
Search engineering for Elasticsearch clusters
Search engineering for Elasticsearch clusters, with results matched to how people search, ranking checked on real searches, indexes planned for change and upgrades taken through each last minor version.
- Database
Engineering for Redis® databases
Engineering for Redis® databases, with each job given rules of its own, cached copies kept only as long as they’re true, restarts rehearsed and upgrades taken replicas first.
- Database
Database engineering for MySQL
Database engineering for MySQL databases, with table changes planned before they run, slow queries fixed, text kept as it’s typed and each long-term release taken in turn.
- Database
Database engineering, for Microsoft SQL Server databases
Database engineering for Microsoft SQL Server databases: the server moved to a supported release first and each database’s query behavior after, with failovers rehearsed and restores timed.
- Data
Event streaming engineering for Apache Kafka®
Event streaming engineering for Apache Kafka: topics and keys planned for how they’re read, consumers watched as they keep up, and each upgrade taken a step at a time.
- Data
Pipeline orchestration for Apache Airflow®
Pipeline orchestration for Apache Airflow: each task waiting for what it needs, reruns that give the same answer, and the move to Airflow 3 rehearsed on a copy.
- Data
dbt
Data models built and tested in dbt, documented so analysts can trust them.
- Analytics
Analytics development, for Microsoft Power BI reports
Analytics development for Microsoft Power BI reports: semantic models many reports share, refreshes that reload only what changes, row-level access, and the move to a Microsoft Fabric capacity planned.
- Analytics
Dashboard development, built on the Tableau platform
Dashboard development built on the Tableau platform: shared data sources that keep each table at its own level, dashboards quick to open, and each upgrade tried on a copy first.
- AI
AI development, built on the OpenAI API
AI development built on the OpenAI API: replies in the shape your code expects, a test set run before every model change, and requests built to reuse what repeats.
- AI
Anthropic Claude
Products and agents built on Claude, with evaluation and guardrails in place.
- AI
AI development, built on the Hugging Face Hub
AI development built on the Hugging Face Hub: open models compared on your own cases, each model’s page read first, pinned to the commit you tested and run where your data allows.
- AI
AI development, built on the Gemini API
AI development built on the Gemini API: each document, photo and video read at the detail it needs, replies your code can use, and a test set run before every model change.
- AI
AI development, built on Mistral AI models
AI development built on Mistral AI models: data settings chosen on purpose, replies your code can read, and models run on the API or your own servers.
- AI
AI development, built on Llama models
AI development built on Llama models: run where your data may go, tuned only where tests allow, and shipped with what the license asks of your product.
- AI
Agent development, built on LangChain and LangGraph
Agent development built on LangChain and LangGraph: progress saved at every step, pauses placed before the actions that matter, and traces your team can read.
- AI
Vector search, built on Pinecone
Vector search built on Pinecone: a namespace for each customer, documents stored so they can be replaced, and results tested on your own questions.
GrowthHelp what you build perform
SEO & AI Search
Technical SEO, content and structured data, so your site is easier to find in search and AI answers.
Analytics & Tracking
Product and site events tracked properly, with consent respected and the numbers checked.
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Work the way the project needs
Dedicated teams, defined projects or a mix of both, shaped around what you’re building.
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A few of the companies we’ve worked with.
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