Featured Projects
Three delivered systems, and the kinds of builds we take on next.
Backlight AI · 2025
Municipal Inspection Report Automation
Inspector
AI Processing
Structured Report
AI-powered system that automates municipal housing inspection reports. Inspectors narrate findings on-site via voice recordings, which are then processed by LLM agents to fill a structured report. The app validates completeness against a mandatory checklist, flags missing items, and lets inspectors supplement via chat or manual edits.
Backlight AI · 2025
Business Case Brainstorm Platform
We lose 2 hours daily on manual data entry
What's the business impact of this?
About €3K/month in wasted labor
How feasible is automation here?
We already have the data in a CRM
Good, let me complete the case
Business Case
Data Entry Automation
Employee
AI Dialogue
Validation
Output
Interactive workshop tool for IT consultants to guide company teams through structured business case development. A chatbot walks participants through pain points, feasibility, and impact. Completed cases are posted to a shared board for voting, and a full workshop report is generated automatically.
Backlight AI · 2025
AI-Powered Performance Dialogue Coach
SarahLet's review last quarter's KPIs
LisaI think we should focus on retention
JamesThe numbers show a 15% drop
SarahGood point. Let's set action items
MarkI can own the follow-up report
Meeting
AI Transcript
Performance
Multi-layered coaching platform that helps organizations improve meeting facilitation. Records and transcribes meetings with speaker identification, then generates personalized feedback with actionable tips and scores. Insights are cumulative across sessions to track facilitator progress, with team-level dashboards for overall performance trends.
Backlight AI · 2026
AI Translation Tool
Upload
Segment
AI Translate
Translated File
Upload a document and get it back translated: the file is segmented, each segment is translated by AI grounded in your terminology, then recomposed into one file. Replace with the real problem, approach, and outcome once ready.
IronFox AI · 2026
AI Support Desk
AI Triage
AccessP1
BillingP3
BugP2
Tickets
AI Triage
Brief & Route
Customer tickets and emails come in, get classified and prioritised, and the assistant writes a short brief with clear next steps, routed to the right team (IT, support, or management). Replace with the real problem, approach, and outcome once ready.
IronFox AI · 2026
Internal Data Assistant
AI Analysis
+24%revenue vs Q2
How did Q3 revenue do?
Revenue grew across all regions, led by EU.+24% vs Q2
Database
Analysis
Ask your data
An internal assistant over the company's own files and database: it analyses the data, surfaces and explains the key metrics, and lets anyone ask questions in plain language and keep the analytics. Replace with the real problem, approach, and outcome once ready.