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10 Basic Database Programs for Teams Moving Beyond Spreadsheets

Compare 10 database and app-building options for spreadsheet-led teams, including where off-the-shelf tools fit and when a managed custom app makes more sense.

By Spreadsheet Upgrade 5 min read Published 16 Aug 2026

If a spreadsheet has become a shared operational system, the next step is not automatically "build custom software".

There are several sensible categories of database and app tools. The right choice depends on how specific the workflow is, how many people use it, how much control you need and who will maintain the system after launch.

Here are ten common routes.

1. Airtable

Airtable suits teams that want to keep a familiar grid while adding linked records, forms and automations.

It is often a good step up from Excel for relatively standard collaborative workflows.

The trade-off is that your process has to fit the platform's model. If the workflow becomes highly specific, you may start designing around the tool rather than around the business.

2. Baserow

Baserow offers a spreadsheet-like database experience and can suit teams that want more control over how the underlying data is hosted or structured.

It can be useful for straightforward internal tools where a technical owner is available.

3. NocoDB

NocoDB is particularly relevant when the business already has SQL data and wants a friendlier interface over it.

It is a more technical route than simply replacing a spreadsheet, so infrastructure and administration need an owner.

4. Microsoft Access

Access still has a role in some Windows-based internal workflows.

It can be practical for local databases and forms, particularly where the organisation already has expertise.

Its limitations become more visible when users need browser access, mobile use, external users or a modern managed deployment model.

5. Smartsheet

Smartsheet is useful when the process is close to project or work tracking and users value a spreadsheet-like experience.

It can solve collaboration problems without a bespoke build, but highly specific business rules may still require compromises.

6. Notion databases

Notion can work for lightweight knowledge and tracking workflows where documentation and records need to live together.

It is less suitable when the process requires strong transaction controls, complex validation or detailed role-based permissions.

7. AppSheet

AppSheet can turn structured data into forms and mobile workflows relatively quickly.

It can be a good fit where the business is comfortable owning a no-code application and maintaining its configuration.

8. Power Apps

Power Apps is relevant for organisations already invested in the Microsoft ecosystem.

It can support substantial internal workflows, but licensing, governance and ongoing app ownership still need to be understood.

9. Retool

Retool can be powerful for internal applications built over existing APIs and databases.

It generally makes more sense where the organisation has technical capability and already understands the systems behind the interface.

10. A managed custom web app

A managed custom app is the route to consider when the existing spreadsheet reflects a workflow that is specific to your business and you do not want to become responsible for building and maintaining the replacement platform yourself.

This is where Spreadsheet Upgrade fits.

The application is designed around the process rather than around the constraints of a general-purpose tool.

How to choose between them

Ask five questions.

1. Is the workflow standard?

If you need a conventional task list, simple CRM, basic inventory or straightforward project tracker, an off-the-shelf product may be the best value.

If your spreadsheet exists because your process is unusual, a general tool may create compromises.

2. Who will maintain it?

No-code does not mean no maintenance.

Someone still needs to understand:

  • fields;
  • automations;
  • permissions;
  • integrations;
  • reports;
  • user access;
  • changes.

If nobody wants that responsibility, a managed service becomes more attractive.

3. How much control do you need?

A general tool may be enough for simple collaboration.

A purpose-built app becomes more relevant where you need:

  • role-specific screens;
  • approval rules;
  • complex calculations;
  • document generation;
  • audit trails;
  • specific integrations;
  • customer or supplier access.

4. Does the team need to keep working in a grid?

Some users genuinely benefit from a spreadsheet-like interface.

Others are only using the grid because that is what the current system gives them.

If the actual tasks are "create job", "approve quote" and "complete inspection", a task-based app may be easier.

5. Are you replacing a tool or a business process?

This is the most important question.

If the spreadsheet is only a list, a basic database program may solve the problem.

If it coordinates a repeatable business process with rules, users and hand-offs, you are choosing an operational system.

When a managed custom app is the stronger fit

Spreadsheet Upgrade is aimed at businesses where the workbook already contains a process worth preserving but the team wants:

  • a proper web interface;
  • individual users;
  • permissions;
  • validation;
  • workflow;
  • reporting;
  • hosting;
  • maintenance;
  • ongoing support.

The starting point is the free fit check, not a commitment to custom development.

If the process is better served by a standard product, that should become clear during evaluation.

If it genuinely needs a purpose-built replacement, the standard Spreadsheet Assessment is £295 excluding VAT in the selected currency, followed by the recommended managed plan.

See the current pricing and examples for more context.

The best database program is not the one with the longest feature list. It is the one that fits the workflow and has a realistic owner after launch.

Ready to look at your own process?

Start with a £295 Spreadsheet Assessment

We review the spreadsheet and the work around it, then define what should stay in Excel, what should change and what a sensible first app release would include.

Book the assessment

A human development team is included

You bring the workflow. We handle the software.

Your plan includes people who learn how your business works, design and build the app, check the important details and support it after launch. You are not left to configure a builder or make technical decisions alone.

You are buying a finished app, not a software-building tool

We agree the calculations, access, wording and workflow with you, then take responsibility for turning that into working software.

Human-led delivery Custom to your workflow Support after launch

Your development team

We turn your spreadsheet process into a real app. You explain the work; we handle the design, build and technical choices.

Built around the real process

Screens, calculations, approvals and terminology are shaped around how your business actually works, not forced into a generic template.

Checked before people rely on it

Important rules, access and workflows are reviewed with you and tested before launch instead of assuming a generated first pass is correct.

The same team stays with you

Managed plans include hosting, backups, maintenance, security fixes and ongoing support from people who understand the app they built.

Your spreadsheet, your workflow

Get a clear plan before committing to a build

The £295 Spreadsheet Assessment is the planning step. We review how the file is used, the people and hand-offs around it, the important rules and data, and the practical options for replacing or improving the process.

If you go ahead with a build, the full assessment price is credited before VAT.