2026-06-19站内改写6 min readUpdated: 2026-06-19

Show HN: Sakha – An AI employee onboarding tool for businesses

Sakha is an AI onboarding companion that lives in Slack, guiding new hires through day-by-day flows, answering questions from company knowledge, reviewing contracts, and generating policies. It aims to fix broken onboarding processes with a flat pricing model.

SourceHacker News AIAuthor: ankleshh

Now in Beta: 50% off the annual plan

Your new hire's first friend at the company.

Sakha lives in your Slack, learns your company's knowledge, and guides every new hire from Day 1 to fully productive, automatically.

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app.sakha.one/dashboard

Welcome back, Anklesh

ACTIVE ONBOARDINGS

+3 this week

QUESTIONS ANSWERED

96% self-served

SENIOR HOURS SAVED

0 hrs

this month

Active onboardings

Alex Rivera

Day 1 · 14%

Product Designer

Maya Chen

Day 4 · 58%

Frontend Engineer

Sam Okafor

Day 6 · 86%

Account Executive

Just now

Knowledge gap detected

6 people asked about parental leave this week. No doc exists.

Integrations

Connect it with apps you already know.

Sakha plugs into the tools your team already lives in. No migration, no new portals, no extra logins.

Slack

Google Drive

Notion

Confluence

GitHub

Microsoft Teamssoon

Linear

Jira

Asanasoon

HubSpotsoon

Dropbox

Slack

Google Drive

Notion

Confluence

GitHub

Microsoft Teamssoon

Linear

Jira

Asanasoon

HubSpotsoon

Dropbox

Don't see your tool? Tell us what to build next

Why Sakha Exists

Onboarding is broken. Everyone knows it. Nobody fixes it.

33% of new hires leave within 90 days. Only 12% say their company onboarded them well. Not because companies are careless, but because the tools make everything harder than it needs to be.

The Knowledge Black Hole

Critical knowledge lives in Sarah's head, that one Slack thread from March, and a Google Doc nobody can find. When Sarah leaves, the knowledge leaves with her.

@Where's the expense doc?

@Who handles VPN access?

@Is this in the handbook?

The Manager Tax

Your senior engineers spend 15+ hours per new hire answering the same 50 questions. That's $2,000+ in lost productivity per onboarding, every single time.

The Contract Blindspot

HR ships out employment contracts, NDAs, and IP agreements with no second pair of eyes on the clauses. A bad non-compete or overbroad IP grant slips through, and 18 months later it becomes a legal headache nobody saw coming.

Employment AgreementUNREVIEWED

Non-Compete: 24 months, global

IP: all inventions, any time

Termination: 30 day notice...

of new hires gone within 90 days

0+ hrs

of senior time burned per hire

repeat questions per new hire

How It Works

From Slack install to first onboarding in under 10 minutes.

01 · Connect

One-click Slack OAuth. Takes 30 seconds.

SlackLIVE

Google DriveLIVE

NotionSYNCING

02 · Feed

Upload policies and docs, or bulk-import from Drive and Notion.

Employee Handbook142 chunks

IT Equipment Policy38 chunks

Parental Leave Policy24 chunks

03 · Design

Build day-by-day onboarding journeys in the visual flow builder.

Day 1

Day 2

Day 3

04 · Launch

Add a hire, assign a flow, and Sakha takes over: welcoming, guiding, answering.

Hey Alex! Welcome to Acme.

Welcome DM

Sent 9:00 AM · Day 1 of 7 started

Manager report scheduled for Friday

The Solution

An AI companion that owns onboarding, end to end.

From the moment someone accepts an offer to the day they're fully productive, Sakha handles it.

01: Answer

A company brain that never forgets.

Feed Sakha your policies, processes, tools, and culture docs. It embeds everything into a searchable knowledge graph. Any employee can ask Sakha a question in Slack and get an instant, sourced answer. No more @channel asking who knows the expense policy.

Semantic search, not keyword matching

Auto-detects knowledge gaps

Learns from every question asked

general

142 members

priya.k2:14 PM

@Sakha How do I request a new laptop?

SakhaAPP2:14 PM

Great question! Here's the process:

Fill out the IT request form

Get manager approval (yours is @david.chen)

IT typically processes within 3 business days

Source: IT Equipment Policy (updated 2 weeks ago)

Auto-detected

Knowledge gap found

6 people asked about parental leave this week. No doc exists.

02: Guide

Day-by-day onboarding on autopilot.

Design onboarding flows that unfold over days and weeks. Sakha delivers each step via Slack DM: welcome messages, team introductions, tool setup checklists, policy reads, and milestone check-ins.

Customizable per role and department

Checklists with completion tracking

Manager gets progress reports

Flow: Engineering · Day-by-Day

Day 1

Welcome DM

Delivering via Slack DM...

Slack profile setup

Workspace tour

Day 2

Tool access checklist

Meet your buddy

Policy reads

Day 3

First 1:1 with manager

Team intro thread

Goals draft

03: Review

Review your employment contracts before anyone signs them.

Upload your employment contracts, NDAs, and IP agreements. Sakha's AI analyzes every clause, scores risk, and suggests improvements, then generates a professional counter-draft DOCX with all changes applied. Fix problematic clauses before they become problems.

Clause-by-clause risk scoring (0-100)

Counter-draft DOCX generation in one click

Flags missing clauses your contracts should include

Overall Risk Score

/ 100 · Medium Risk

Non-Compete (24 months)

critical

24 months post-employment

Termination Notice (standard)

safe

04: Govern

Create and review company policies in minutes, not weeks.

Need a remote work policy? Data protection policy? Code of conduct? Tell Sakha what you need and it generates a complete, professionally structured policy. Or upload an existing one and get an instant review with gap analysis, compliance flags, and clarity improvements. Publish with one click and it's instantly searchable in Slack.

AI generates complete policies from scratch

Reviews existing policies for gaps and compliance

Publish to auto-add it to the knowledge base for all employees

Policy Quality Score

Reviewing

data_protection_v2.pdf

/ 100 · Needs work

Gaps FoundCRITICAL

Missing: Data breach notification process

Clarity IssueMEDIUM

"Reasonable measures must be taken"

+ "AES-256 encryption, quarterly access review, MFA required"

See It In Action

This is what your new hire's first week looks like with Sakha.

Sakha

Onboarding companion · Online

SakhaAPP9:00 AM

Hey Alex! Welcome to Acme Corp. I'm Sakha, your onboarding companion. I'll be guiding you through your first week. Let's start with a few essentials.

Day 1 Setup Checklist

Set up Slack profile with your photo

Accept Google Workspace invite

Join #general, #engineering, and #standups

Review the team handbook (linked below)

Alex Chen9:08 AM

Done with the first three! Where do I find the VPN setup instructions?

SakhaAPP9:08 AM

The VPN setup guide is here: Internal VPN Setup Guide. You'll need to download FortiClient and use the credentials IT sent to your email. If you don't have them yet, ping @mike.IT, he handles all access requests.

Source: IT Onboarding Docs

Original Clause · Section 4.2

Medium Risk

The Employee hereby assigns to the Company all right, title, and interest in and to any and all Inventions, discoveries, improvements, and works of authorship, whether or not patentable or copyrightable, conceived or made during the term of employment, whether solely or jointly with others, and whether during or outside of working hours.

IP AssignmentBroad ScopeNo Carve-Out

Sakha's Plain-English Take

This means anything you create while employed here (code, designs, ideas) belongs to the company. This is standard, but note it says "any and all" which could include side projects. Worth asking HR about a carve-out.

Suggested Counter-Draft

"any and all Inventions ... whether during or outside of working hours"

+ "Inventions made during working hours or with Company resources, excluding personal projects developed on personal time and equipment that do not relate to Company business."

general

142 members · everyone

priya.k11:14 AM

Does anyone know our parental leave policy?

SakhaAPP11:14 AM

Acme offers 16 weeks paid parental leave for primary caregivers and 8 weeks for secondary. Full details: Parental Leave Policy

+3Source: HR Handbook 3.2

james.r11:18 AM

What's the process for a new software license?

SakhaAPP11:18 AM

Submit through the IT portal link. Include software name, business justification, and manager approval. Processing: 2 to 3 business days.

Source: IT Procurement Policy

Honest Comparisons

We know what you're thinking.

You've got options. Here's how Sakha compares, honestly.

"Why not Enboarder, Rippling, or BambooHR?"

Traditional onboarding & HRIS tools

Great at checklists and compliance. But...

No AI knowledge base: new hires still ping the team

No Slack bot: everything lives in a portal nobody checks

No contract review: employment docs are a blindspot

Per-employee pricing ($8 to $25/employee/month)

$5,000 to $20,000 implementation fees

Sakha

Onboarding + knowledge + contract review + policy. All in one.

AI answers questions in Slack 24/7

Lives where your team already works

Reviews contracts AND generates company policies with AI

Platform fee: $99/mo on Growth, regardless of headcount

Connect Slack in 2 minutes, no implementation

Full Comparison

Feature by feature.

Feature

Enboarder

BambooHR

Rippling

Sakha

AI Knowledge Bot in Slack

Onboarding Flow Builder

Contract / Document Review (AI)

AI Policy Generator & Reviewer

Semantic Search (AI-powered)

Knowledge Gap Detection

Counter-Draft DOCX Generation

Manager Progress Reports

Platform pricing (not per-seat)

Self-serve setup (no impl fee)

You shouldn't need three tools and a $20K implementation budget to onboard a new hire properly.

Use Cases

Built for every team that hires.

Startups scaling fast

Hiring 5 people a quarter with no HR team? Sakha gives every hire a consistent, structured first week without anyone building it twice.

Remote & distributed teams

No office to absorb culture from. Sakha delivers the norms, the context, and the answers in Slack, across every time zone.

Engineering teams

Stop burning senior engineers on the same 50 questions. New devs self-serve setup guides, architecture docs, and who-owns-what.

People & HR teams

One person running onboarding for the whole company? Sakha is the teammate that never forgets a step, a doc, or a check-in.

Customer support teams

High-volume hiring with deep product knowledge to transfer. Sakha turns your macros, policies, and product docs into instant answers.

Agencies & consultancies

Contractors and project hires need fast, scoped context. Sakha onboards them for the work without weeks of shadowing.

Pricing

Flat pricing. No per-seat math.

14-day free trial. Full access. No credit card.

Starter

$29/mo

For small teams hiring their first 5 to 10 people.

3 active onboardings / month

AI knowledge base in Slack

Onboarding flow builder

2 contract reviews / month

Email support

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