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ANY NYC BUSINESS (10+ EMPLOYEES) MEDIUM COMPLEXITY

The Question Your Team Keeps Asking, Answered

TIME SAVED

10–15 hrs/wk

TIME TO DEPLOY

4-6 hrs

The Result at a Glance

Employee asks a question. AI answers it instantly. HR and ops stop being a human search engine.

Trigger

🎯

Employee submits a question via Slack or internal portal

1

Chatbot searches the company knowledge base in real time

2

AI generates a specific, accurate answer in plain language

3

Anything it cannot handle gets routed to the right person automatically

Output

75%+ of internal questions resolved without a human. Every time.

Step-by-Step Breakdown

How We Built It

Five steps. Deployed once. Gets smarter every week it runs.

AUDIT

We mapped every question HR and ops were answering on repeat

Before building anything, we documented every question that hit their inbox more than twice a month: PTO balances, benefits enrollment, expense deadlines, software access, payroll cutoffs, remote work policies. For most teams, 40-60 questions covered the vast majority of daily volume. That list became the foundation.

1

KNOWLEDGE BASE

Answers organized into a structured, AI-readable knowledge base

Every question got a clean, direct answer written in the company's actual voice. No corporate jargon. No circular policy language. Answers organized by category, cross-linked where relevant, stored in Notion. The knowledge base is what the AI draws from. Built right the first time so it does not need constant correction.

2

DEPLOYMENT

Custom AI assistant connected directly to Slack

A Claude-powered bot integrated into the company's existing Slack workspace. Employees ask questions the way they would ask a colleague. The bot searches the knowledge base and returns a specific answer with relevant links or next steps. No ticket systems. No waiting. Answers come back in seconds around the clock.

3

ESCALATION

Smart routing built in for anything outside the knowledge base

Anything the bot cannot resolve with confidence gets flagged and routed automatically. Benefits questions go to HR. System access issues route to IT. Policy exceptions surface to the relevant manager with full context already attached. The employee never hits a dead end.

4

FINAL OUTPUT

Unanswered questions logged and used to improve the system weekly

Every question the bot could not answer gets written to a log. Reviewed weekly for the first month to fill gaps in the knowledge base. Resolution rate started at 68% on day one and climbed to 81% by week four. The ops lead who was fielding 30-40 internal questions a week is now handling fewer than eight.

5

Tech Stack

What We Used

Free-tier friendly. Likely already in your stack.

Claude Notion Slack Google Docs Zapier

GET THIS BUILT FOR YOUR BUSINESS

Want us to implement this for you?

This is one workflow. We map your full operation and build the highest-leverage automations first.

30-minute strategy session. No pitch. You leave with a clear picture of what to automate next.