Every employee gets instant answers from your engineering documents.
RevLine is built to read your drawings, specs, and manuals so your team can ask a plain-English question and get a sourced answer in seconds — instead of losing hours searching folders and archives.
Free 30-minute call to assess your engineering needs — no obligation.
Concept preview
Outperforms manual search, every time
Three ways document search changes when your team can just ask.
Speed
Cost
20 technical staff losing 5 hrs/week to document search
£216,000
per year, in fully-loaded engineering time
Recovering half that time back
£108,000
per year, reclaimed
Availability
Manual search
Business hours only, one person, one query at a time.
RevLine
Answers every question, for every employee, any time.
Your engineers already know this problem
Independent research on knowledge work and design engineering both point to the same thing: a huge share of the working week disappears into looking for information, not using it.
0.0 hrs
lost per week, per knowledge worker, just searching for information
Source: McKinsey Global Institute
0%
of a design engineer's time can go to locating and organizing information instead of engineering
Source: engineering productivity research, widely cited in design-engineering literature
Estimate your reclaimed time
Adjust the numbers to match your team.
Assumes each technical employee loses ~5 hrs/week searching for drawings, specs, and documentation — a conservative mid-point between the two research figures above.
Reclaimable value per year
£0
≈ 0.00 FTEs worth of capacity back
Hours lost / week
0
Annual cost of lost time
£0
Cumulative reclaimed value over 12 months
Illustrative estimate based on published knowledge-worker and design-engineering research; your results depend on your team size and document volume.
From scattered documents to instant answers
Four steps, no restructuring of how your team already stores files.
Connect your existing document store
Shared drives, PLM, drawing archive — connected as-is, no restructuring required.
The system indexes and understands your documents
Drawings, specs, and manuals are processed so questions can be matched to the right content.
Employees ask questions in plain English
Via chat, Slack/Teams, or a simple search bar — no special syntax to learn.
Answers come back in seconds, fully cited
Every answer points to the exact source document or drawing it came from.
Built to answer questions like these
A look at the kind of exchange RevLine is designed to handle across different industries.
Concept preview
Built by an engineer, for engineers
- CEng MIMechE — Chartered Engineer, Institution of Mechanical Engineers
- 10 years' experience in automotive and manufacturing engineering
- 5 years as a Systems Engineer for a Tier 1 automotive company
- Multiple IMechE engineering awards
- Led military test and development projects, each spanning a year or more, producing technical reports and complex data analysis across a range of industries
“Why not just use ChatGPT?”
General AI tools don't know your drawings, your revision history, or your specs — and anything you paste in may be used to train someone else's model. RevLine is grounded only in your own documents, every answer is cited back to its source, and nothing you upload is ever used to train external models. Your data stays private to your business.
RevLine is the flagship product from AI for Engineers — see below for custom automation work too.
AI infused across your engineering operations
RevLine solves document search because nearly every engineering business has that problem. Beyond it, custom AI automation is built around whatever your operation actually needs — designed and delivered by an engineer who understands both the AI and the domain.
What I work with
LLM APIs & RAG systems
Custom AI assistants and retrieval systems — the same approach RevLine itself is built on.
Workflow automation platforms
n8n, Zapier, Make, Power Automate — connecting your systems and automating multi-step processes.
Custom data & ML pipelines
Python-based analysis and predictive models, drawing on a background in test & development data analysis.
Enterprise system integration
PLM, ERP, and ops software — wiring AI into the tools your business already runs on.
Example use cases
Predictive maintenance & monitoring
Built to flag equipment issues before they cause downtime, using data you already collect.
Automated reporting & compliance docs
Generate technical reports and compliance paperwork automatically, instead of writing them by hand.
Process automation
Automate repetitive operational workflows — quoting, scheduling, approvals — so your team spends time on judgement calls, not admin.
Data integration & dashboards
Pull data scattered across multiple systems into a single live view.
None of this is off-the-shelf. Tell me what's slowing your operation down, and we'll scope what AI could realistically do about it.
Client testimonial coming soon
Client testimonial coming soon
Start with a pilot, or go further
A fixed-price pilot proves the value fast. If your business needs more, custom AI automation and integration work is scoped around what you actually have.
RevLine Pilot Program
£500
- Full ingestion of your drawings, specs, and technical documents
- Custom Q&A trained on your own document set
- Team access via a simple chat interface
- 2–3 week delivery
- Case study included in exchange for feedback
Custom AI Automation
Custom
Priced around the scope of work
- Integration with your existing PLM, ERP, or shop-floor systems
- Automations designed around your specific workflows and data, not a template
- Scoped, built, and supported directly by a chartered engineer
- Covers anything from a single workflow to AI infused across your operations
Common questions
Stop losing hours to document search. Give your team a faster way to find answers.
Book a free audit call and we'll assess your engineering needs together.