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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
Sakha | AI Onboarding Companion for Slack
ankleshh · 2026-06-19 · via Hacker News - Newest: "AI"

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.

14-day free trialFull accessNo credit card

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.

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.

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.

$0

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.

0%

of new hires gone within 90 days

0+ hrs

of senior time burned per hire

0

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.

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.

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

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...

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

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

Reviewing

data_protection_v2.pdf

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.

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

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
Start 14-Day Free Trial

$99/mo

For scaling startups hiring 5 to 25 per quarter.

  • 15 active onboardings / month
  • Everything in Starter
  • AI policy generator & reviewer
  • 10 contract reviews / month
  • Knowledge gap detection
  • Priority support
Start 14-Day Free Trial

Scale

$299/mo

For companies onboarding 25+ per month.

  • Unlimited onboardings
  • Everything in Growth
  • Unlimited contract reviews
  • Google Drive & Notion ingestion
  • Analytics & ROI dashboard
  • Dedicated support
Start 14-Day Free Trial

Compare: 50 people on Guru runs $900 to $1,500/mo. Sakha's Growth plan is $99/mo, flat. See full plan details

Sakha is an AI onboarding companion that lives in your Slack. It learns your company's knowledge (policies, processes, tools, culture), guides every new hire through a day-by-day onboarding flow, answers their questions instantly with sourced answers, reviews employment contracts before anyone signs, and generates company policies in minutes.

About 10 minutes. Connect Sakha to Slack with one-click OAuth, upload your docs or bulk-import from Google Drive or Notion, pick or build an onboarding flow, and add your first hire. No engineering work, no implementation fees, no consultants.

Yes. Your knowledge base is isolated per workspace with row-level security, encrypted in transit and at rest, and never used to train AI models. Only your team can query your data, and admins control exactly what Sakha ingests.

Slack is the home base. For knowledge ingestion, Sakha connects to Google Drive and Notion today, with Confluence, GitHub, and more on the roadmap. New hires never need to learn a new portal: everything happens in Slack.

Flat platform pricing, not per-seat: Starter at $29/mo, Growth at $99/mo, and Scale at $299/mo. Every plan starts with a 14-day free trial with full access and no credit card required.

It says so honestly and flags the question as a knowledge gap instead of inventing an answer. Gap detection is built in: when multiple people ask about something undocumented, Sakha surfaces it so you can fill the gap once and answer it forever.

Yes. Onboarding flows are fully customizable per role, department, and seniority. An engineer's Day 1 looks different from a designer's, and Sakha delivers each one automatically with progress tracking for managers.

You pick a plan and keep going, or walk away with no charge. The trial includes full access to everything: onboarding flows, the knowledge base, contract review, and policy generation. No credit card is required to start, so there are no surprise charges.

27 free spots left in the Beta cohort

Stop losing your best people to bad first impressions.

Your next new hire deserves a companion, not a checklist.

No credit card requiredSetup in 2 minutesCancel anytime