Technology & SaaS
Your Team Spends 30% of Their Time
Searching for Context.
The PRD is in Confluence. The decision is in Slack. The implementation is in a PR from 6 months ago. Your engineers aren't coding — they're searching. RetrieveIT gives them answers in seconds.
You've Normalized This. You Shouldn't.
These aren't minor annoyances. They're expensive problems you've learned to live with.
Your $180K hire just spent a month in Slack
"Why did we build it this way?" They're not ramping up — they're playing archaeologist. The answer exists in a PR from 8 months ago that nobody can find.
Your senior dev quit. Now her code is a black box.
She wrote the payment service. It "just works." Nobody else understands it. Your team is afraid to touch it. Every change is a production incident waiting to happen.
It's 2am. Production is down. The expert is on vacation.
You're grepping through Slack history hoping someone mentioned why this service behaves this way. The CEO is asking for updates every 15 minutes.
"Why don't we just..." — for the 8th time this week
Your new PM keeps proposing things you already tried and rejected. The decision is buried in a Confluence page from 2022 that nobody can find. So you relitigate it. Again.
Your best engineer spends 15 hours/week answering questions
She's not building — she's a walking search engine. Every "quick question" in Slack is a context switch. You're paying $200K/year for someone to be interruptible documentation.
Customer claims SLA breach. Can you prove otherwise?
Incident logs are in Datadog. The retrospective is in Confluence. The SLA is in the contract Legal has. Sales needs to respond by EOD. Good luck getting everyone in a room to piece it together.
One Search. Full Engineering Context.
Stop opening 6 tabs. Ask a question, get an answer with links to the source.
How It Works
- 1
Connect your dev tools
OAuth into GitHub, Confluence, Jira, Drive. Takes 5 minutes, no IT tickets.
- 2
We index your engineering knowledge
Semantic search understands code context. "Auth flow" finds "JWT implementation" too.
- 3
Ask questions like you'd ask a senior engineer
Get synthesized answers with citations to the original PR, RFC, or Confluence page.
High-Stakes Moments. Instant Context.
When it matters most, you shouldn't be digging through Slack history.
Production incident at 2am. You've never touched this service. CEO wants updates.
"Why does the payment service retry 3 times before failing?"Finds the original PR with the retry logic, the RFC explaining the decision, and the Confluence page where they debated timeout values — in 30 seconds instead of 3 hours.
→ Generate incident post-mortem with cited decisions
Week 3. You're still asking basic questions. Starting to feel like a burden.
"How does our billing system work and who owns it?"Surfaces the billing service README, the product spec, the team ownership doc, and recent PRs — without interrupting a single senior engineer.
→ Generate onboarding summary with architecture overview
Exec asks why we haven't shipped X. You need to explain the tradeoffs. Fast.
"What was the original scope for the reporting dashboard and why did we cut features?"Returns the original PRD, the engineering RFC with technical constraints, the Jira comments about scope cuts, and the release notes — your answer in minutes, not days.
→ Generate stakeholder brief with scope and tradeoff analysis
Enterprise customer escalation. Contract renewal next week. Is this a bug or expected?
"What's the expected behavior when a user exceeds their API rate limit?"Returns the rate limiting RFC, the implementation PR, the product spec, and customer-facing docs — everything to give a confident answer before they churn.
→ Generate customer response with documented behavior
Your Entire Dev Stack. One Search.
The tools you actually use — not just the ones that look good on a pitch deck.
GitHub
LiveRepos, PRs, issues, discussions, READMEs, code comments
Confluence
LivePRDs, RFCs, ADRs, runbooks, onboarding docs, meeting notes
Jira
LiveEpics, stories, acceptance criteria, sprint retros, roadmaps
Google Drive
LiveProduct specs, design docs, architecture diagrams, research
Gmail
LiveCustomer feedback, vendor communications, stakeholder threads
Microsoft Teams
LiveDecision threads, incident responses, cross-team discussions
Enterprise-Ready Security
Your source code and internal docs are sensitive. RetrieveIT is built with security-first architecture — not bolted on after the fact.
- Permission-aware: respects GitHub org, repo, and file-level access
- No training on your code — your IP stays private
- Data encrypted in transit (TLS 1.3) and at rest (AES-256)
- SOC 2 Type II compliance (in progress)
Unlike ChatGPT or Copilot:
"Your proprietary code never trains our models."
Search it. Don't surrender it.
Your Next Production Incident Is Coming.
Will You Be Ready?
Connect GitHub in 2 minutes. Next time, you'll have answers.