8 min
โ€ขJanuary 13, 2026

How to Gather All Internal Information with AI

Author: ย Jarkko Oksanen

How to Gather All Internal Information with AI

The Question That Costs You Thousands

"Does anyone know where the...?"

This question gets asked 50 times a day in most companies.

Where's the latest template? Who owns this process? What's our policy on X? Where's the client presentation from last month?

Each question takes 5-15 minutes to answer. Multiply by 50. Every day.

That's 4-12 hours of productivity lost. Daily.

Why This Happens (It's Not Anyone's Fault)

Information lives everywhere:

  • SharePoint (some things)
  • Google Drive (other things)
  • Confluence (technical stuff)
  • Slack history (random knowledge)
  • Email threads (critical decisions)
  • That one spreadsheet ("only Sarah knows where it is")

Nobody has time to organise:

People are busy doing their actual jobs. Documentation is "we'll get to it later." Later never comes.

Search is broken:

Keyword search doesn't understand questions. You need to know the exact file name or phrase.

Knowledge walks out the door:

When experienced people leave, their knowledge goes with them. Unless it's documented. (It's not.)

The AI Solution: One Question, Every Answer

What if employees could ask:

  • "What's our process for client onboarding?" โ†’ Full answer with links
  • "Who's the expert on SAP?" โ†’ Contact details
  • "Where's the 2023 annual report?" โ†’ Direct link
  • "How do I expense international travel?" โ†’ Step-by-step guide

And get answers in seconds? From wherever the information lives?

That's what AI knowledge management does.

How It Works (Simple Explanation)

Step 1: Connect your knowledge sources

Wherever your information lives:

  • Microsoft 365 / SharePoint
  • Google Workspace / Drive
  • Confluence / Notion
  • Slack / Teams
  • File servers
  • Databases
  • HR systems

We connect to all of them.

Step 2: AI reads and understands everything

Not just keywords. Actual understanding.

AI reads "Q3 2024 Sales Report" and understands it contains:

  • Revenue figures
  • Regional breakdown
  • Comparison to Q2
  • Team performance

So when someone asks "How did EMEA do last quarter?", AI finds it.

Step 3: Employees ask questions naturally

"What's our refund policy for premium customers?"

"Who approved the Henderson project?"

"Where's the template for NDAs?"

"When was Dave's birthday?" (if that's in your system...)

Step 4: AI answers with sources

Answers aren't just generated โ€“ they're grounded in your actual documents.

Every answer includes "Source: [Document name]" so you can verify.

Real Example: Before and After

Before AI:

New employee: "How do I set up the VPN?"

Colleague: "I think IT sent an email... let me check. Actually, ask Dave."

Dave: "The doc is in SharePoint somewhere. HR folder maybe? Or IT?"

30 minutes later: Employee finds an outdated PDF from 2019.

After AI:

New employee: "How do I set up the VPN?"

AI: "Here's how to set up VPN:

  1. Download Cisco AnyConnect from this link
  2. Enter your employee ID and SSO password
  3. Select 'UK-Primary' for UK office

Full guide: [Current IT Document]

Still having issues? Contact: helpdesk@company.com"

Time: 30 seconds

What You Can Actually Search

Documents:

  • Word docs, PDFs, presentations
  • Spreadsheets (even data inside)
  • Wiki pages
  • Notion pages

Communications:

  • Slack messages (public channels)
  • Teams chats (if permitted)
  • Email archives (if configured)

Structured data:

  • CRM records
  • HR system (policies, org charts)
  • Project management tools
  • Custom databases

The result: One search, everything.

Security: "What About Sensitive Information?"

This is the #1 concern. Rightly so.

How we handle it:

Permission-aware: AI only shows you what you're allowed to see. Your access controls are respected.

Audit trail: Every query is logged. You know who asked what.

Data stays yours: We don't train AI on your data. It's not used for anything else.

Deployment options:

  • Cloud (secure, fast setup)
  • Private cloud (your cloud, your control)
  • On-premise (for maximum security)

Compliance: GDPR, SOC 2, HIPAA-capable, financial services ready.

Implementation Reality

Timeline:

  • Week 1: Connect primary sources (SharePoint, Drive, etc.)
  • Week 2: Index content, initial testing
  • Week 3: Refine, train on your terminology
  • Week 4: Roll out to pilot group
  • Week 5-8: Expand to full organisation

What you need to provide:

  • Admin access to connect systems
  • 30 minutes weekly for feedback
  • Internal champion to drive adoption

What we handle:

  • All technical integration
  • AI configuration and training
  • Ongoing optimisation
  • Support

ROI: The Numbers

Time saved per employee:

| Activity | Before | After | Saved |

|----------|--------|-------|-------|

| Finding documents | 15 min/day | 2 min/day | 13 min |

| Answering "where is X" | 10 min/day | 0 min | 10 min |

| Duplicated work | 30 min/week | 5 min | 25 min |

| Onboarding questions | 2 hours/week | 30 min | 1.5 hours |

Total: ~25 minutes/day per employee

For a 100-person company:

  • 25 min ร— 100 people ร— 5 days = 208 hours/week saved
  • At ยฃ30/hour average = ยฃ6,240/week
  • ยฃ325,000/year in recovered productivity

Even if the real number is half that, it's massive.

Common Concerns (Addressed)

"Our content is a mess"

AI doesn't need perfect organisation. It reads and understands content wherever it is. It actually works BETTER with messy systems than traditional search.

"We have sensitive information"

AI respects your existing permissions. If someone can't access a document normally, they can't get its contents through AI either.

"Our team won't use it"

They will if it saves time. The key is making it easy (we integrate where they already work) and proving quick wins.

"What if it gives wrong answers?"

All answers include sources. Employees can verify. And AI is trained to say "I don't know" rather than guess.

Is This Right for Your Organisation?

Good fit if:

  • You have 50+ employees
  • Information spread across multiple systems
  • Frequent "where is X?" questions
  • New employee onboarding takes too long
  • Key knowledge locked in people's heads

Maybe wait if:

  • You're a very small team (under 20)
  • Most information is in one, well-organised system
  • You're in the middle of a major IT migration

Ready to See How It Works?

We can show you a demo with sample content similar to yours.

Or, if you're comfortable, a proof-of-concept with your actual systems.

30-minute call. Let's see if this makes sense for your organisation.

Jarkko Oksanen

Jarkko Oksanen

Co-Founder & CTO