The tech company with hundreds of docs — and one place to ask
Josh's engineering team had process docs, runbooks and resources scattered across tools. Now the documentation answers back.
Josh leads engineering operations at a software company that did everything right: they wrote things down. Hundreds of process documents, runbooks, architecture notes, onboarding guides, post-mortems. The problem wasn't writing the docs — it was that nobody could find the right one when it mattered, and the person who wrote it had usually moved teams.
Connect, don't migrate
The docs didn't have to move. ManuFind connects to Confluence, Google Drive and OneDrive and reads everything where it lives — wiki pages, specs, slide decks, all of it — and keeps reading as new documents land. No migration project, no "new wiki" that becomes the fourth place to look.
From searching to asking
The difference shows up the first time someone stops searching and just asks: "what's our process for rotating database credentials?" "who do we page when the queue backs up?" "is there a runbook for the failover?" ManuFind answers from the team's own documentation, with the source cited — so the answer is one click from the full document, and stale docs get caught instead of trusted.
More than process docs
The same library holds everything else the team runs on: vendor contracts, security policies, design resources, meeting notes, API references. Role-based access keeps it safe — a contractor sees the docs for their project and nothing else, and the AI obeys exactly the same boundaries, so it can never answer from a document the asker couldn't open.
Onboarding in days, not months
New engineers used to spend their first weeks asking seniors questions the docs already answered. Now the first thing a new hire gets is access to the organization's memory. They ask the basics without embarrassment, get cited answers without interrupting anyone, and ramp on real work faster. And when a process changes, Josh asks ManuFind to draft the updated SOP from the existing one plus the post-mortem that prompted the change — then saves it back, so the memory stays current instead of drifting.
It works with the tools developers already use
Because ManuFind speaks the open Model Context Protocol with scoped API tokens, the team pointed their coding assistants at it too — minting a key took a minute, and the same questions now get answered inside the editor, mid-task, with the same role-based permissions. ManuFinder AI works inside those same walls. And for everything else there's a full REST API and webhooks, so the docs bot in the team's chat channel is an afternoon project, not a quarter's roadmap.
Built the way Josh's team builds
What won the engineers over wasn't a slide — it was the architecture. Traffic is routed securely through AgentCore Gateway and API Gateway, fronted by best-practice network infrastructure, and the entire platform is defined as infrastructure-as-code in Terraform — reviewable, repeatable, and rebuilt the same way every time. It's the stack Josh's team would have designed themselves, which made the security review refreshingly short.
Audit-ready, from the ground up
Tech companies live and die by documentation and audits, so this matters: ManuFind was developed from the ground up on enterprise-secure infrastructure concepts. Every release passes application code scans, infrastructure code scans, pipeline security gates and thorough QA testing before it ships. When the compliance team asks "how is this built?", there's a real answer — in writing. Request a demo.