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04 / AI Apps & Internal Tools

From business problem to working application.

When spreadsheets and off-the-shelf software stop fitting, we design and build focused applications around a measurable workflow: portals, dashboards, document tools and AI-assisted internal systems.

Builds from $5,000 · $750 diagnostic, credited within 60 days · Pricing

Pathfinder Ops overview: lead, reply-time and workflow KPIs, a live activity feed, the sales pipeline and automation health, on fictional demo data.
Demo data

01 / Sound familiar?

What this fixes.

  1. 01

    The spreadsheet became the system

    Critical work runs in a sheet that only one person truly understands.

  2. 02

    Software that almost fits

    You pay for tools that cover 70% of the job and work around the rest.

  3. 03

    An idea without a build partner

    You know the product you want but need someone to scope and ship it properly.

02 / In practice

Pathfinder Ops · demo workspace
Pathfinder Ops overview: lead, reply-time and workflow KPIs, a live activity feed, the sales pipeline and automation health, on fictional demo data.
Demo data

Example: a client submits a document.

  1. 01

    Portal accepts the upload and identifies the type

  2. 02

    AI extracts the fields and flags anything uncertain

  3. 03

    Reviewer approves or corrects in one screen

  4. 04

    Result syncs to your systems and the client is notified

03 / What we build

Typical solutions.

01

Internal tools

Purpose-built apps for the workflows your team runs every day.

02

Client portals

Secure places for customers to submit, track and receive work.

03

AI dashboards

Live views of the business with AI summaries of what changed.

04

Document systems

Upload, extract, analyse and route documents with review steps.

05

AI product prototypes

A working first version to test with real users before a larger build.

06

Integrations

Apps connected to your CRM, payments, email and data sources.

04 / Everything included

The full list of what we build under AI Apps. Not sure where yours fits? Ask.

  • 01AI web applications
  • 02Internal business tools
  • 03Client portals
  • 04AI dashboards
  • 05AI SaaS prototypes & MVPs
  • 06Document-analysis systems
  • 07Research tools
  • 08Reporting applications
  • 09AI productivity tools
  • 10AI intake systems
  • 11Recommendation engines
  • 12Custom business applications
  • 13No-code apps (Bubble)
  • 14Branded course & community apps (Passion.io)
Typical stackNext.jsReactTypeScriptPythonSupabasePostgresOpenAIClaudeVercel

05 / Proof

Real builds, not mockups.

App screens are from Pathfinder Ops, an original build running on fictional demo data that you can try yourself.

pathfinder-ops / demo workspace
Pathfinder Ops overview: lead, reply-time and workflow KPIs, a live activity feed, the sales pipeline and automation health, on fictional demo data.
Open live demo

Overview: Screens from Pathfinder Ops, an original build running on fictional demo data. The live demo is fully interactive.

Silent · 41 s
DEMO DATAPathfinder Ops walkthrough, 41 seconds, silent. Walkthrough of Pathfinder Ops: an AI inbox handoff is approved, a workflow is run, a lead record is opened, a call transcript is reviewed and a weekly report is regenerated.

■ Walkthrough

Forty seconds through the app: an AI handoff approved, a workflow run, a lead opened, a call reviewed and a report regenerated. Silent; the live demo is one click away.

→ / Next step

Let's scope your ai apps project.

Share what you're trying to fix. We reply within one business day with questions and a suggested approach.

06 / Questions

Common questions.

01How do you scope an app?

We start from the workflow and the people who use it, define what a successful first version must do, and build that. Extras wait until the core is proven.

02Do we own the code?

Yes. Code lives in your repository and deploys to accounts you control.

03Can you build a prototype first?

Often the right move. A focused prototype tests the idea with real users before committing to a full build.