AI Knowledge Automation
Our client's team was losing hours every week digging through PDFs, training manuals, and scattered internal docs just to answer routine questions. We built a 24/7 knowledge agent that lives where the team already works — Slack, WhatsApp, or Telegram — and answers in plain English.
Rapid Build
AI Knowledge Automation
Live In Production
The Challenge
Every routine question — a policy detail, a step from an SOP, a figure buried in a training manual — meant someone stopping what they were doing to dig through files, or worse, interrupting a colleague who happened to remember. Onboarding new staff made it worse, with constant hand-holding just to point people at the right document.
The client didn't want to force their team onto new software to fix this. Whatever we built had to work inside the channels people were already using every day.
How It Works
Every question is answered from the client's own documents, retrieved and delivered without leaving the chat app it was asked in.
The client uploads PDFs and SOPs through a simple submission form
Documents are split, embedded, and stored in Pinecone so the AI can search by meaning
An employee asks a question in plain English in Slack, WhatsApp, or Telegram
The AI retrieves the exact matching information from the company's own documents
A real-time answer is sent back in the same channel the question was asked in
What We Shipped
Rather than build a new destination nobody would remember to check, we routed the same AI knowledge base into the messaging tools already open on everyone's desk and phone.
The Impact
3
Channels answered instantly
Repetitive questions to senior staff dropped sharply once the team could get an instant, accurate answer themselves instead of interrupting someone else's day.
24/7
Internal knowledge availability
New hires lean on the bot during onboarding instead of requiring constant hand-holding, cutting down the ramp-up time before they're working independently.
“The team no longer hunts for files — they just ask, and the AI retrieves the exact answer straight from the company's own documents.”
“Document turnaround dropped 65% in the first month — Docu Genie now runs as the operational backbone for teams processing thousands of documents a month.”
“Completed applications are up 40% since launch, with new users landing a personalised roadmap in as little as 12 minutes.”
“99.9% platform uptime across 1,000+ coordinated shipments — the reliability a two-sided marketplace moving real cargo and real payments depends on.”
“What used to be a slow, manual grind is now a pipeline that runs on its own and delivers structured, enriched leads on demand.”
“Leads are answered instantly, meetings are booked on autopilot, and no customer falls through the cracks.”
Ready when you are
Let's make something happen together.
Whether it's a new product, a platform rebuild, or AI woven into your workflow — we design, build, and ship as one team.
Share your brief and we'll get back within one business day. hello@earhartlabs.com
