W3JAI for operators
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Live in US & EUWyoming · RemoteShipping since 2021

We turn yourafter-hours WhatsApp inbox3AM support backlogmissed lead DMsafter-hours WhatsApp inboxinto a 24/7 AI employee.

Done-for-you AI agents for US & EU businesses — we architect, deploy, and quietly run them for you. Your agent answers customers, qualifies and books your leads, and holds the line at 3am. Built by a forward-deployed AI engineer who ships enterprise-grade systems by directing agent fleets.

Book a free 15-min consult
See case studies
From $499/mo + $2,500 one-time setupSee pricing →
Inbox // 02:47:00
Agent on
Unanswered
5
Avg reply
1.8s
  • Daniel K.· WhatsApp
    02:41

    Hi — are you open tomorrow? Need a quote for 40 units.

  • +44 7700 ···· WhatsApp
    02:43

    Table for 4 at 7:30 tonight?

  • Sofia M.· Instagram DM
    02:44

    What does setup cost for 2 locations?

  • Order #4471· Web chat
    02:46

    My delivery hasn't arrived and I'm upset.

  • Ravi P.· WhatsApp
    02:46

    Do you take card payments on arrival?

Illustrative · real agent behaviourcalendar · crm · quote_pdf
24/7
agents on call
11 yrs
F&B operations
2025
W3J LLC founded
Live
HireOS in production
Plugs into the tools you already use
WhatsApp Business✦Stripe✦ACH✦SEPA✦Supabase✦Postgres✦Vercel✦Azure✦GCP✦FastAPI✦Gemini✦Twilio✦WhatsApp Business✦Stripe✦ACH✦SEPA✦Supabase✦Postgres✦Vercel✦Azure✦GCP✦FastAPI✦Gemini✦Twilio✦
B
Bijou · Your AI Host
online · auto-replying
MessageBijou handles it
01Flagship product · Pilot · open to first customers

Meet Bijou AI — 
your WhatsApp employee.

A 24/7 AI assistant that lives in your customers' WhatsApp. Replies in seconds, books tables, takes orders, qualifies leads, and hands off to a human when it matters. No app to install. No code.

5
Languages, incl. Manglish
24/7
Replies, day and night
1 tap
Human takeover
  • 01Replies on WhatsApp
  • 02Voice calls 24/7
  • 03Books appointments
  • 04Takes orders & payments
  • 05Multilingual replies
  • 06Hands off to a human
Join the pilot
See pricing
Powered by · multi-agent pipeline · FastAPI · Supabase · GOWA Bridge
02Products · built solo

The products we run ourselves, then sell to operators like you.

Each product carries one real status: Live (real users) · Pilot (open to first customers) · Demo (sample data) · Relaunching. We dogfood them and fix the rough edges before we sell them.

  • Flagship · pilot open

    Your 24/7 WhatsApp AI employee for F&B, HR, and SME operations. Done for you, live in days. Bijou lives in your customers' WhatsApp — replies in seconds, books tables, takes orders, qualifies leads, and hands off to a human with full context when it matters. The pilot is open to its first customers, tuned on your real conversations.

    Visit mybijou.xyz
    FastAPISupabase4-agent pipelineWhatsApp
  • Restaurant OS · F&B

    The restaurant OS that remembers every guest. Guest Memory carries allergies (with their exceptions), diet and faith needs, and occasions into every visit. Kitchen, bar and cashier displays, a host view, CRM and loyalty, and menu import from a photo, PDF or plain text. Voice and an agent API on top, all on Postgres. WhatsApp ordering is built in, powered by Bijou: orders placed on WhatsApp land in MenuMuze, and kitchen status goes back to the guest.

    Visit menumuze.getbijou.xyz Try the demo
    PostgresGuest MemoryKDSVoice + agent APIWhatsApp via Bijou
  • AI voice coach for teams

    Live voice lessons that talk, show and listen. Live voice lessons with an on-screen canvas, role-play with scorecards, and SOP-to-lesson: turn a written procedure into a spoken lesson. Multilingual, including BM, 中文, தமிழ் and বাংলা. Built on Gemini Live, with real-time voice verified in production.

    Visit flareai.getbijou.xyz
    Gemini LiveReal-time voiceRole-play scorecardsMultilingual
  • Career workspace · free access

    Voice interview practice with structured feedback, plus job discovery and tailored applications. Practise interview answers by voice and get AI feedback on content and delivery. Find and rank real openings, then generate a tailored resume and cover letter for each. Agent actions wait for your approval. Free access today; paid plans are coming.

    Visit hire-os.xyz
    ReactSupabaseGeminiMCP
  • How we run W3J · open source

    31 AI agents running 24/7 on one ~$29/mo VPS. The agent stack W3J itself runs on: 31 agents working around the clock on a single small VPS, with human approval where it matters. Open source, so you can read exactly how it works before you hire us.

    Visit github.com/W3JDev/agent-homeland
    DockerVPSMulti-agentOpen source
  • Resumes · ATS

    AI-powered ATS-friendly resume + cover letter generator for US & EU SMEs. Turns pasted experience into a one-page, ATS-friendly resume and a matching cover letter, laid out like a professional template. Open source.

    Visit github.com/W3JDev/ArtisanAi.v2-ATS-friendly-one-pager-resume-builder
    Next.jsLLMPDF genATS scoring

Also built: PunchClock (HR & payroll prototype for Malaysian SMEs · Demo).

03The honest truth

Every day without AI, you're losing money you can't get back.

“While you're building, your leak is scaling.” — the first lesson Jewel learned running his own F&B floor.

What’s costing you right nowWhat it looks like with W3J
01

Leads go cold after 5pm

Your customers WhatsApp at 11pm. Your team replies at 9am. By then, the order went to someone else.

Every lead answered in 2 seconds

Bijou replies on WhatsApp, qualifies, books, or hands off with full context. 24/7. No sick days, no excuses.

02

40 hours a month on payroll

Paper timesheets, manual tax and benefits calculations, error-prone spreadsheets — and one missed filing costs you a fine.

Payroll done before lunch

PunchClock brings biometric clock-in and automated tax and benefits. It grew from the café system that cut payroll admin from about 40 hours a month to 2.

03

Compliance reviews drag on for days

Documents pile up. Reviewers drown in detail. Audits stress everyone out and you still ship with a margin of error.

Compliance at the speed of chat

Your policy docs, your rules, your tone — loaded into an AI that reviews and triages so your team only handles the exceptions.

Book a free 15-min consult →15-minute call · No pitch deck · Just a straight answer on whether we can help.
04The origin · in the founder's words

Built by someone who needed it to survive.

Chapter I · Origin story

The Mud

No electricity, cycled 6 miles to school daily. Zero CS education. Zero shortcuts. That environment forged one principle: survival equals efficiency. 11 years on the F&B floor, managing 50+ staff and an RM1M+ P&L. I didn't study operations — I lived them.

6 mi
to school, by bicycle
11 yrs
on the F&B floor
50+
staff managed
Chapter II · Why this matters

The Miracle

2023. Doctors gave my mother 3 days to live — terminal cancer. I fed her medical records into AI systems and found a treatment pathway the doctors had missed. I liquidated 170x crypto gains to fund robotic Whipple surgery. Today she is 100% cancer-free. Zero chemotherapy. That moment proved AI solves impossible problems — and built W3J LLC.

3 days
the prognosis
100%
cancer-free today
0
chemotherapy
Chapter III · The studio

The Rebirth

W3J LLC is the autonomous studio. Formed officially in 2025. Production systems, built by directing agent fleets. A lean, agent-run operation. We don't just build AI — we run on it. Every system we deploy for clients is a system we use ourselves. Mantra: automation is the only way to scale the underdog.

2021
shipping since
24/7
agent-run ops
2025
W3J LLC formed
“From saving my mother's life to shipping AI that runs the floor 24/7.”

He calls himself a “ducttape programmer.” A 20-year engineering veteran who reviewed the work calls it rare. Both are right.

MNJMuhammad Nurunnabi (Jewel) · Founder & CEO, W3J LLC
05Services · what we build

AI agents that do the work, with a human in control.

W3J LLC is a boutique AI studio. We build voice, chat and workflow agents for businesses in the US, EU and Asia, and run them on infrastructure we operate, with a human in the loop on every action that writes data or sends a message.

  • 01 · Clinics, agencies, service businesses

    Voice agents

    Phone agents that answer, book, qualify and hand over to your team.

    See it live in FlareAI
    From $3,000 setup
  • 02 · SMEs that live on WhatsApp

    WhatsApp agents

    Bijou AI replies instantly, books appointments and qualifies leads in your customers' language.

    Meet Bijou AI
    $2,500 setup + $499/mo
  • 03 · Teams of 20 to 500

    Internal agents

    Helpdesk, operations and Google Workspace agents that take repetitive requests off your team.

    From $4,000 per agent
  • 04 · Operations, compliance, logistics

    Document AI

    Classify, check and search large document sets, with a plain-language reason for every decision.

    From $4,000
  • 05 · Any team with a growing AI bill

    AI cost audit

    We trace every model call, show where the money goes, and cut the waste.

    From $1,500
  • 06 · Teams that want to own their data

    Your own AI platform

    Agents, tracing, SSO and secrets on a server you own, for a fraction of the SaaS bill.

    Read the code: Agent Homeland
    From $2,500
  • 07 · Founders with a demo to ship

    Prototype to production

    We take your AI demo live, with auth, a proper database and approval gates.

    See HireOS
    From $5,000
  • Not sure where to start?

    Start with the AI Cost Audit. It's fast, fixed-price, and tells you plainly whether an agent is worth building.

    See packages →Book a free 15-min consult

Built and run by W3J

Live (real users) · Pilot (open to first customers) · Demo (sample data) · Relaunching
  • FlareAILive

    AI voice coach for teams, with real-time voice in production.

    Visit →
  • Bijou AIPilot

    Done-for-you WhatsApp agent, built on the TRACE pipeline. Open to first customers.

    Visit →
  • Agent HomelandLive

    The open-source stack W3J runs on: 31 agents on one ~$29/mo server.

    Visit →
  • HireOSLive

    AI career workspace with approval-gated agent actions.

    Visit →
  • MenuMuzeDemo

    The restaurant OS that remembers every guest.

    Visit →
  • PunchClockDemo

    HR and payroll prototype. Grew from a café system that cut payroll admin from ~40h to ~2h a month.

    Read the case study →
  • TRACE pipelineW3J IP

    W3J's own agent pipeline, the engine behind Bijou AI.

  • Every product above is ours. We run them ourselves before we build the same for you.

06Proven excellence · ROI driven

Real work. Real results.

Only what we can back with a source: what was broken, what we built, and what changed.

Live
HireOS in production
Pilot
Bijou AI · open to first customers
~40h → 2h
Café payroll admin / month
11 yrs
F&B operations, 2013–2025
Case 01 · F&B operations · 2023Google SheetsApps Script

The café attendance system that became PunchClock

Built for a 50-staff café in 2023 on Google Sheets and Apps Script.

Challenge
About 40 hours of manual attendance and payroll admin every month.
Solution
A Google Sheets + Apps Script attendance and payroll system, built in-house. The newer PunchClock prototype is in progress.
Payroll admin / month~40h → ~2h
Accuracy (owner-reported)~97%
Staff, one café50
Read the case study →Public repo ↗
07Packages · fixed scope

Fixed scope. Fixed price.

Six packages you can buy today. Most teams start with the AI Cost Audit: it's quick, and it usually shows exactly what to build next.

  • 1–2 weeksStart here

    AI Cost Audit

    From $1,500

    Tracing set up on your LLM calls, spend broken down by process, your top 5 fixes and a model-routing plan.

    Start with the AI Cost Audit
  • 1 week

    Agent Security Review

    From $1,500

    Who and what each agent can access, prompt-injection exposure, human-approval gates, and a written report.

    Start with the Agent Security Review
  • 1 weekAgent Homeland · Live

    Self-Hosted AI Stack

    From $2,500

    Agent Homeland set up on your own server, with a handover session for your team.

    Start with the Self-Hosted AI Stack
  • 1–2 weeksBijou AI · Pilot

    WhatsApp Agent Launch

    $2,500 setup+ $499/mo

    A Bijou AI agent live on your number, trained on your FAQ and booking flow.

    Join the pilot
  • 2–3 weeks

    Voice Agent Pilot

    From $3,000

    One phone number, one flow (booking or lead capture), transfer to a human, and call logs.

    Start with the Voice Agent Pilot
  • 3–4 weeks

    AI MVP Sprint

    From $5,000

    Prototype to live product with auth, database, CI/CD and monitoring.

    Start with the AI MVP Sprint

Bigger or ongoing work? We scope it with you on a free call.

Book a free 15-min consult

Prices in USD · scope agreed in writing before we start · NDA available · Remote delivery worldwide

08How we work with you

From “hi” to live in 2 weeks.

No surprises along the way. What happens after you reach out — in plain English, with no surprise invoices.

  1. Day 1
    1

    Book a free 15-min consult

    Tell us what's eating your time. We'll tell you straight whether we can help, and roughly what it costs.

    • — No pitch deck
    • — Real engineer on the line
  2. Week 1–2
    2

    We map your workflow

    We watch how your team actually works, find the bottlenecks, and design the smallest system that fixes the biggest pain.

    • — Free workflow audit
    • — Fixed-price quote
  3. Week 2–6
    3

    We build & ship

    You get a working system on day one of staging. Every Friday, you see what's new, what's tested, and what's shipping next.

    • — Live staging from week 1
    • — Friday demo calls
  4. Day 1 + 90
    4

    We stay on call

    Three months of support included. Real humans, not chatbots. Source code ships with every plan — you own it forever.

    • — 90-day support window
    • — Source code = yours
Book a free 15-min consult
09Approach

Trust is earned, not assumed.

Most agent projects fail at adoption, not at the demo. We design for the people who will use them every day.

01 · Human in the loop

People approve what matters.

Drafts, outreach and risky actions wait for a human until the numbers say otherwise.

02 · Measured before trusted

Autonomy follows evidence.

Every agent is watched closely at first, and released only when an evaluation loop gives a number we trust.

03 · Built for non-technical teams

Outcomes, not AI jargon.

Dashboards show work done, time saved and spend, so the people using them stay confident.

10Real people · paraphrased with permission
“
A 20-year veteran quoted us $15K to automate our sales data entry and accounting. Jewel built it with Google Sheets and Forms — for free. He calls himself a 'ducttape programmer.' Honestly? It just works. That's rare.
Senior Engineer20+ years in the field · reviewed the build
11Honest answers

The questions you actually want answered first.

We get these on every first call. If yours isn't here, just ask.

  • We're a Wyoming LLC with a distributed engineering team, and we deliver across US and European time zones. Most clients never notice the time-zone difference — we just answer fast. Live delivery today across the United States, the United Kingdom, and the European Union.

12Free 15-min call · No pitch deck

Tell us what's eating your weekends.

We read every message ourselves. You'll get a real human reply within 24 hours — usually faster, and usually with a straight answer on whether we can help.

  • Email[email protected]Replies within 24h
  • CalendarFree 15-min consultNo pitch deck
Mon – Fri
9am – 6pm ET / CET
Saturday
10am – 4pm ET
Sunday
Closed
Or write it down

What do you want to automate?

Name, work email, and the headache. The same form the site has always used — we still read every one.

W3JAI for operators

A boutique AI studio headquartered in Wyoming, serving operators across the US and EU. We build production systems for operators who'd rather be running their business than babysitting software — and we run every system on ourselves first.

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[email protected]Sheridan, Wyoming · USA
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