AI-Powered Web Development
Custom web applications that fit how your team works
When off-the-shelf software does not fit, we build web applications around the way your team actually works, and keep them easy to change.
The problem
The problem this solves
Every business reaches a point where spreadsheets, shared inboxes and a patchwork of apps stop working. Information lives in five places. Two people update the same record differently. Managers cannot see what is open, overdue or blocked without asking around.
Off-the-shelf tools help, but they force your process into their shape. You pay for features you never use and still work around the ones you need. Adding a field or a step means waiting for a vendor that has thousands of other customers.
A custom web application gives you one place for the work, shaped around your process. It runs in any browser, needs no installation, and can connect to the tools you keep. It is the right answer when your process is part of what makes your business good, or when the cost of workarounds has grown larger than the cost of building. Our facility management case study shows what that looks like in practice.
We are also honest when custom software is the wrong choice. If a well-known product covers ninety percent of your needs, we will say so and help you connect it to the rest of your systems instead.
What you get
What you get
-
A workflow map
A clear picture of how work moves today and how it will move in the new system, agreed before we build.
-
Designed screens for every role
Staff, managers, customers and admins each see what they need, tested with real users.
-
A solid data model
A Database designed for your records, history and reports, with backups from day one.
-
Accounts and permissions
Secure login, roles and access rules so people only see and change what they should.
-
Integrations with your tools
Email, calendars, accounting, CRM and file storage connected through their APIs.
-
Reports and dashboards
Live views of open work, bottlenecks and totals, with exports for the numbers you still need in spreadsheets.
-
Audit history
A record of who changed what and when, for accountability and easy troubleshooting.
-
Documentation and handover
Technical and user documentation, and code in a repository you own.
How we build it
How we build it
-
1
Map the work
We interview the people who will use the app and document the process, the data and the exceptions.
-
2
Prototype
Clickable screens for the main flows, reviewed with users until they make sense.
-
3
Architecture
We design the data model, permissions and integrations, and agree on hosting.
-
4
Build in releases
Working features arrive in short cycles, starting with the workflow that saves the most time.
-
5
Rollout
We import existing data, train your team and run old and new side by side when needed.
-
6
Support
We fix issues quickly after launch and plan the next improvements from real usage.
AI and people
Where AI helps, where people decide
AI makes the repetitive parts faster. The decisions that shape your product stay with experienced people.
Where AI speeds things up
-
Turning interview notes into draft user stories and screen lists.
-
Generating standard screens: lists, forms, filters, detail pages.
-
Writing API endpoints, database queries and their tests.
-
Drafting import scripts for spreadsheets and old systems.
-
Producing documentation and help text for each screen.
Where people decide
-
How the workflow should work, including the awkward exceptions.
-
The data model and the rules that keep records correct.
-
Who can see and change what.
-
Which features belong in the first release.
-
When the app is reliable enough for daily work.
Is this right for you?
When this is the right choice
A good fit when
-
Your team runs a core process on spreadsheets and email.
-
Off-the-shelf tools force awkward workarounds every day.
-
You pay for several tools that do not share data.
Consider something else when
-
A well-known product already covers nearly all of your needs.
-
The process changes every month and is not settled yet. Map it first.
Timeline and cost
What affects the timeline and cost
A first release that covers the core workflow usually takes a few weeks to a few months, depending on the number of roles, integrations and existing data. We plan it in milestones so your team starts using real features early.
We do not publish fixed prices because scope drives cost. How we estimate.
-
User roles
Each role with its own screens and permissions adds design and testing work.
-
Workflow complexity
Many approval steps, conditions and exceptions take longer to model and test.
-
Integrations
Each connected system adds build time, plus handling for when it is down.
-
Data migration
Importing years of spreadsheets or an old database needs cleanup and checks.
-
Mobile and offline needs
Field teams with poor signal need offline support, which adds complexity.
-
Security and compliance
Sensitive data brings stricter access control, logging and hosting requirements.
Keep exploring
Related services, solutions and reading
Related services
View all related services- AI-Powered Web Development Business websites, customer portals, dashboards and web applications that load fast, rank well and are easy to change.
- Admin panels The back-office screens your team uses to manage users, content, orders and settings without a developer.
- Dashboards and reporting Dashboards that pull numbers from the systems you already use and show what matters without a spreadsheet.
- Internal tools Custom software for your own team: trackers, approval flows and back-office systems that replace spreadsheets.
- Automation and Integrations CRM, payment and API integrations, MCP connections and workflows that stop people copying data by hand.
- Multi-tenant architecture One product serving many customer accounts, with each account's data kept separate and secure.
Solutions
View all solutions- Approval workflows Requests, approvals and reminders in one place, with clear owners and deadlines instead of long email threads.
- AI automation and integrations Connect the tools you already use so data moves once, correctly, and AI reads the parts that arrive as text or documents.
- Automated reporting Reports that build themselves from your systems on schedule, with a plain-language summary of what changed.
- Scheduling automation Let customers book, change and confirm appointments themselves, by web, chat or phone, with reminders that cut no-shows.
- Payroll automation Turn pay rules, attendance and leave into tested software so the monthly run becomes a review and payslips go out in one batch.
- Forecasting dashboards Forecast demand from your sales history and seasonality, and flag items to reorder before they run out.
Industries
View all industries- Construction and facilities Job tracking, maintenance requests, inspections, quotes and proof-of-work photos for builders and facility teams.
- Property management Tenant portals, maintenance tracking, owner statements and inbox automation for property managers.
- Logistics and transportation Driver apps, order and shipment tracking, document processing and integrations for logistics and delivery companies.
- Vacation rentals Booking websites, owner and guest portals, turnover scheduling and guest messaging for rental operators.
- Healthcare Patient booking, intake forms, internal knowledge assistants and admin automation for clinics and care providers.
- Education and elearning Course platforms, student portals, content workflows and AI tutoring assistants for schools and training companies.
Case studies
View all case studies- Facility management platform Every request, inspection and cost for every building now lives in one place, with a clear owner and status.
- Beach rental booking system A long-running booking system kept earning while it was extended, tested and given a safe, gradual path to a modern stack.
- Payroll system for an IT services company Payroll is calculated from recorded inputs, reviewed once and sent as payslips in a single batch, with every change logged.
- Tax filing service platform Clients upload documents and see where their case stands, and staff work from one queue with deadlines and reminders.
- Vacation rental operations system One calendar per property, cleaning tasks created from bookings, and owner statements built from the same records.
- Fashion deal aggregator Sale items from more than thirty brands are collected every night and classified consistently by a three-stage pipeline.
Guides and articles
View all guides and articles- How to write a software requirements document Write a clear requirements document that gets accurate estimates and fewer surprises during the build.
- How much does it cost to build a web app? What drives the cost of a web app, how complexity changes the budget, and how to keep spending under control.
- How long does it take to build an app? Realistic timelines for websites, web apps and mobile apps, and what speeds a project up or slows it down.
- How to choose a development partner What to look for in a software development partner, the warning signs, and how to compare proposals fairly.
- What is AI-accelerated development? How software teams use AI to plan, code, test and document faster, and where people still make every decision.
- How AI changes software development cost Which parts of a software budget AI reduces, which it does not, and how to read an AI-assisted estimate.
MCP servers
View all mcp servers- Databases Servers that let AI query and, where allowed, change data in SQL, NoSQL, analytics and vector databases.
- Airtable Airtable's official hosted MCP server lets AI list workspaces, create bases and read records, with wider read and write access to tables and automations.
- BigQuery Google's remote BigQuery MCP server lets AI list datasets and tables and run SQL, with a read-only query tool and IAM controls.
- Chroma Chroma's official MCP server lets AI create collections, add, query, update and delete documents in a Chroma vector database, local or cloud.
- Elasticsearch Elastic's Agent Builder MCP endpoint lets AI search indices, run ES|QL queries and read mappings and documents in Elasticsearch.
- Google Sheets Google's own Sheets MCP server lets AI read and update cell values and formulas, change spreadsheet structure and insert rows or columns.
Glossary terms
View all glossary terms- Frontend The frontend is the part of a website or app that people see and use, including pages, forms, buttons and how they respond.
- Backend The backend is the part of an application that runs on servers, storing data, applying business rules and serving the frontend through APIs.
- Database A database is an organized store of data that software can search, update and keep consistent, such as customers, orders or bookings.
- User authentication User authentication is how an application confirms who a user is, through passwords, sign-in links, single sign-on or other methods, before giving access.
- Deployment Deployment is the process of releasing a new version of software to the servers where users can reach it.
- Progressive web app A progressive web app, or PWA, is a website that works like an installed app, with offline use, home screen icons and notifications.
From the blog
View all from the blog- How to write a project brief that gets an accurate estimate What to put in a software project brief so teams can give an accurate estimate: goals, users, workflows, integrations, data, limits and priorities.
- What a week of AI-accelerated development actually looks like A day-by-day look at a typical week of AI-accelerated development: planning, drafting with AI, review, testing, client demos and the parts that still take time.
FAQ
Questions about web applications
Have a question that is not here? Ask us directly.
Buy when a well-known product covers most of your needs and your process is standard. Build when your process is a real advantage, when you are paying for many tools that do not connect, or when workarounds cost more than building. We will give you an honest view in discovery.
A first release that covers the core workflow usually takes weeks to a few months. We deliver in milestones, so your team uses working features long before the full scope is done. See how long an app takes to build.
Yes. Everything we build is responsive. For teams that need app-like features such as offline use and notifications, we can make it a progressive web app.
Yes. Common additions are an assistant that answers questions from your records, automatic sorting of incoming requests, and summaries of long histories. See AI copilots.