Stop paying

$200K/yr

for

$8/hr

work

We ship AI that does the busywork, survives
real-world chaos and is priced on outcomes, not seats

Reality Check

You're drowning in AI pitches that promise unbelievable ROI .

But every promise dies in deployment reality

You're drowning in AI pitches that promise unbelievable ROI .

But every promise dies in deployment reality

Your data is a mess , which is why.....

Bali, Indonesia

The AI passes the pilot. It fails in the real world

95% accuracy on test data but chokes on mismatched formats, missing info . You are paying for the bot and the team patching it

Bali beach

The AI works. When someone's babysitting

Edge cases slip through.Outputs drift. By morning, someone's already spent two hours fixing what should've been automated.

Bali beach

The AI works. When someone's babysitting

Edge cases slip through.Outputs drift. By morning, someone's already spent two hours fixing what should've been automated.

Bali beach

The AI works. When someone's babysitting

Edge cases slip through.Outputs drift. By morning, someone's already spent two hours fixing what should've been automated.

Bali beach

Seamless Demo. Shaky When It Counts.

Day one? Perfect. Day two, a single spike, or one bad input and everything snaps.

Bali beach

Seamless Demo. Shaky When It Counts.

Day one? Perfect. Day two, a single spike, or one bad input and everything snaps.

Bali beach

Seamless Demo. Shaky When It Counts.

Day one? Perfect. Day two, a single spike, or one bad input and everything snaps.

You'renotalone.Businessesspent$40BlastyearaloneforAIpilotsata90%failurerate-GenAIDivide

We start with the mess not the model which means...

You're not paying for "could work" but for proof that it'll never quit..

Want to see how we walk the talk?

The Boring before Brilliant data first approach

Turn AI promises into real paydays with no room for "let's see"

1

Drag Every Skeleton Out of the Closet

We find the mess everyone ignores

Elbows-deep in your ugliest spreadsheets, hidden Slack threads, and ancient workarounds. If there’s chaos, we’ll find it and we’ll write it on the whiteboard.

Because what Ai can't see, it can't fix

1

Drag Every Skeleton Out of the Closet

We find the mess everyone ignores

Elbows-deep in your ugliest spreadsheets, hidden Slack threads, and ancient workarounds. If there’s chaos, we’ll find it and we’ll write it on the whiteboard.

Because what Ai can't see, it can't fix

1

Drag Every Skeleton Out of the Closet

We find the mess everyone ignores

Elbows-deep in your ugliest spreadsheets, hidden Slack threads, and ancient workarounds. If there’s chaos, we’ll find it and we’ll write it on the whiteboard.

Because what Ai can't see, it can't fix

2

Kill 80-90% of Ideas. Obsess Over a Few That Matter

Not Dashboards and toy bots, but what pays

We hunt for the few processes where AI will actually move your P&L- not ten shiny features, not “digital transformation theater. Maximum leverage.

No AI tooling sprawl

2

Kill 80-90% of Ideas. Obsess Over a Few That Matter

Not Dashboards and toy bots, but what pays

We hunt for the few processes where AI will actually move your P&L- not ten shiny features, not “digital transformation theater. Maximum leverage.

No AI tooling sprawl

2

Kill 80-90% of Ideas. Obsess Over a Few That Matter

Not Dashboards and toy bots, but what pays

We hunt for the few processes where AI will actually move your P&L- not ten shiny features, not “digital transformation theater. Maximum leverage.

No AI tooling sprawl

3

Ship It. Prove It Works

We don't bill unless it sticks -Simple

No PowerPoint victories. We push to production, monitor the results, and show you the P&L change. If it breaks or stalls, you don’t pay. Not just skin in the game-think of it as a “money-back if bored” guarantee.

Not just skin in the game-think of it as a “money-back if bored” guarantee.

3

Ship It. Prove It Works

We don't bill unless it sticks -Simple

No PowerPoint victories. We push to production, monitor the results, and show you the P&L change. If it breaks or stalls, you don’t pay. Not just skin in the game-think of it as a “money-back if bored” guarantee.

Not just skin in the game-think of it as a “money-back if bored” guarantee.

3

Ship It. Prove It Works

We don't bill unless it sticks -Simple

No PowerPoint victories. We push to production, monitor the results, and show you the P&L change. If it breaks or stalls, you don’t pay.

Not just skin in the game-think of it as a “money-back if bored” guarantee.

Hate when "nothing" moves the needle? Me too

Here's what happens when you get AI right

Your smart people stop doing stupid work, never strangling profit. They get back hours, ending "that's how it's always been"

Your smart people stop doing stupid work, never strangling profit. They get back hours, ending
"that's how it's always been"

01

Operations, Supply Chain

Systems sync themselves. Orders update everywhere. Inventory, shipments, and inboxes are always current. No manual chases, no “just checking” emails.

01

Operations, Supply Chain

Systems sync themselves. Orders update everywhere. Inventory, shipments, and inboxes are always current. No manual chases, no “just checking” emails.

01

Operations, Supply Chain

Systems sync themselves. Orders update everywhere. Inventory, shipments, and inboxes are always current. No manual chases, no “just checking” emails.

02

Targeted Outreach, Churn Prediction

Every account at-risk is surfaced before it’s lost. Personalized outreach triggers, auto-follow-ups, and next-step playbooks.

02

Targeted Outreach, Churn Prediction

Every account at-risk is surfaced before it’s lost. Personalized outreach triggers, auto-follow-ups, and next-step playbooks.

02

Targeted Outreach, Churn Prediction

Every account at-risk is surfaced before it’s lost. Personalized outreach triggers, auto-follow-ups, and next-step playbooks.

03

Knowledge Management.

Every answer, process, and playbook is captured and at hand. New hires onboard in weeks, not quarters.

03

Knowledge Management.

Every answer, process, and playbook is captured and at hand. New hires onboard in weeks, not quarters.

03

Knowledge Management.

Every answer, process, and playbook is captured and at hand. New hires onboard in weeks, not quarters.

04

Compliance, Redlining, Drafting

Contracts reviewed, red flags auto-marked, audit trails built in, compliance deadlines never missed.

04

Compliance, Redlining, Drafting

Contracts reviewed, red flags auto-marked, audit trails built in, compliance deadlines never missed.

04

Compliance, Redlining, Drafting

Contracts reviewed, red flags auto-marked, audit trails built in, compliance deadlines never missed.

05

Support Tickets, Order Management

FAQs and routine issues are solved instantly. Only complex, high-value tickets reach your team, with context pre-filled.

05

Support Tickets, Order Management

FAQs and routine issues are solved instantly. Only complex, high-value tickets reach your team, with context pre-filled.

05

Support Tickets, Order Management

FAQs and routine issues are solved instantly. Only complex, high-value tickets reach your team, with context pre-filled.

06

Recruiting, HR

Bulk processes document checks, reporting run at 4x volume with the same team. No matter how fast you grow, margin and quality hold steady

06

Recruiting, HR

Bulk processes document checks, reporting run at 4x volume with the same team. No matter how fast you grow, margin and quality hold steady

06

Recruiting, HR

Bulk processes document checks, reporting run at 4x volume with the same team. No matter how fast you grow, margin and quality hold steady

Not Experiments, but AI Agents We Built
You Can Actually Put to Work

Tuned to unlock profit, built for teams with zero patience for fluff

Payroll Pro Agent

Payroll answers in seconds, with zero hallucinations

Software firm that catered to the recruiting space realised the HR was buried under payroll queries, while legacy bots gave wrong answers or hallucinated. A custom agent ingesting over 8,000 pages of policy, contracts, and payroll history , linked to a live knowledge base.

Result

94% of queries auto-resolved, onboarding payroll pain dropped 71%, and HR could finally focus on people, not cleanup.

Deployed

Demo Available

WhatsApp Field Sales Agent

Objection handling, order tracking, and lead updates-handled in the field, right in WhatsApp.

Field reps of a D2C brand with $230K/mo in ad spend needed answers and updates on the move-WhatsApp + Telegram was their lifeline, but legacy CRMs couldn’t keep up. We built an agent that handled complex objection flows, synced orders in real time, and triggered follow-ups—right inside their favorite app.

Result

Synced with ERP, CRM, and support. No more lost leads, no manual copy-paste, and admin time dropped 40%.

Deployed

Legal Workflow Agent

Case review, redlining, and drafting- handled by agents that know law like a senior partner.

A leading full service law firm burned hours on case chronology, redlining, and drafting-where a single error can cost hundreds of thousands We built AI agents trained on thousands of real case files and playbooks, designed for zero hallucinations and full audit trails.

Result

Review time slashed 48%; billable hours up 18%.

Deployed

Demo Available

Insurtech Knowledge Transfer

Turn tribal knowledge into instant expertise-for everyone.

A mid-market insurtech firm had hundreds of products, evolving rules, and veteran know-how buried in Slack and docs. We ingested 12,000+ docs and chat logs, mapped processes, and built a live Q&A agent that answers 83% of “how do we...?” questions instantly-no matter how niche.

Result

New hire ramp dropped from 4 months to 6 weeks, and veterans finally stopped babysitting

Demo Available

Customer Support Triage Agent

Support that knows your policies better than your own team.

An ecom retailer suffered with support bots that often hallucinated or escalated too soon. Our bot was trained on the full policy library, 6 years of tickets, and every edge case- so routine questions got instant, accurate answers, and only truly complex tickets hit the team.

Result

Resolved 67% of queries without escalation; wait times down 57%.

To be Deployed

Sales Personalisation Engine

Personalized outreach that actually reads the room.

A B2B consultancy was losing deals to generic, forgettable outreach. We built an agent that analyzed each prospect’s signals, remembered every prior conversation, and crafted unique outbound messages. Never templates, never “Hey {{FirstName}}.” Every email felt bespoke. Pipeline quality soared.

Result

Open rates up 35%, meetings booked up 22%, all synced to CRM with zero human error.

In Production

Demo Available

Market Intel Scraper

Turn public databases into live intelligence-no scraping headaches.

An IP + consulting firm needed clean, reliable market intel-without manual gruntwork or missed nuance. Our agent browsed live sites, logged in, parsed messy PDFs, and distilled everything into plain-English summaries-no data missed, no blocks, no guesswork.

Result

Real-time dashboards uncovering $1.12Mn in fresh market opportunities.

Demo Available

Demo Available

Payroll Pro Agent

Payroll answers in seconds, with zero hallucinations

Software firm that catered to the recruiting space realised the HR was buried under payroll queries, while legacy bots gave wrong answers or hallucinated. A custom agent ingesting over 8,000 pages of policy, contracts, and payroll history , linked to a live knowledge base.

Result

94% of queries auto-resolved, onboarding payroll pain dropped 71%, and HR could finally focus on people, not cleanup.

Deployed

Demo Available

WhatsApp Field Sales Agent

Objection handling, order tracking, and lead updates-handled in the field, right in WhatsApp.

Field reps of a D2C brand with $230K/mo in ad spend needed answers and updates on the move-WhatsApp + Telegram was their lifeline, but legacy CRMs couldn’t keep up. We built an agent that handled complex objection flows, synced orders in real time, and triggered follow-ups—right inside their favorite app.

Result

Synced with ERP, CRM, and support. No more lost leads, no manual copy-paste, and admin time dropped 40%.

Deployed

Legal Workflow Agent

Case review, redlining, and drafting- handled by agents that know law like a senior partner.

A leading full service law firm burned hours on case chronology, redlining, and drafting-where a single error can cost hundreds of thousands We built AI agents trained on thousands of real case files and playbooks, designed for zero hallucinations and full audit trails.

Result

Review time slashed 48%; billable hours up 18%.

Deployed

Demo Available

Insurtech Knowledge Transfer

Turn tribal knowledge into instant expertise-for everyone.

A mid-market insurtech firm had hundreds of products, evolving rules, and veteran know-how buried in Slack and docs. We ingested 12,000+ docs and chat logs, mapped processes, and built a live Q&A agent that answers 83% of “how do we...?” questions instantly-no matter how niche.

Result

New hire ramp dropped from 4 months to 6 weeks, and veterans finally stopped babysitting

Demo Available

Customer Support Triage Agent

Support that knows your policies better than your own team.

An ecom retailer suffered with support bots that often hallucinated or escalated too soon. Our bot was trained on the full policy library, 6 years of tickets, and every edge case- so routine questions got instant, accurate answers, and only truly complex tickets hit the team.

Result

Resolved 67% of queries without escalation; wait times down 57%.

To be Deployed

Sales Personalisation Engine

Personalized outreach that actually reads the room.

A B2B consultancy was losing deals to generic, forgettable outreach. We built an agent that analyzed each prospect’s signals, remembered every prior conversation, and crafted unique outbound messages. Never templates, never “Hey {{FirstName}}.” Every email felt bespoke. Pipeline quality soared.

Result

Open rates up 35%, meetings booked up 22%, all synced to CRM with zero human error.

In Production

Demo Available

Market Intel Scraper

Turn public databases into live intelligence-no scraping headaches.

An IP + consulting firm needed clean, reliable market intel-without manual gruntwork or missed nuance. Our agent browsed live sites, logged in, parsed messy PDFs, and distilled everything into plain-English summaries-no data missed, no blocks, no guesswork.

Result

Real-time dashboards uncovering $1.12Mn in fresh market opportunities.

Demo Available

Demo Available

Payroll Pro Agent

Payroll answers in seconds, with zero hallucinations

Software firm that catered to the recruiting space realised the HR was buried under payroll queries, while legacy bots gave wrong answers or hallucinated. A custom agent ingesting over 8,000 pages of policy, contracts, and payroll history , linked to a live knowledge base.

Result

94% of queries auto-resolved, onboarding payroll pain dropped 71%, and HR could finally focus on people, not cleanup.

Deployed

Demo Available

WhatsApp Field Sales Agent

Objection handling, order tracking, and lead updates-handled in the field, right in WhatsApp.

Field reps of a D2C brand with $230K/mo in ad spend needed answers and updates on the move-WhatsApp + Telegram was their lifeline, but legacy CRMs couldn’t keep up. We built an agent that handled complex objection flows, synced orders in real time, and triggered follow-ups—right inside their favorite app.

Result

Synced with ERP, CRM, and support. No more lost leads, no manual copy-paste, and admin time dropped 40%.

Deployed

Legal Workflow Agent

Case review, redlining, and drafting- handled by agents that know law like a senior partner.

A leading full service law firm burned hours on case chronology, redlining, and drafting-where a single error can cost hundreds of thousands We built AI agents trained on thousands of real case files and playbooks, designed for zero hallucinations and full audit trails.

Result

Review time slashed 48%; billable hours up 18%.

Deployed

Demo Available

Insurtech Knowledge Transfer

Turn tribal knowledge into instant expertise-for everyone.

A mid-market insurtech firm had hundreds of products, evolving rules, and veteran know-how buried in Slack and docs. We ingested 12,000+ docs and chat logs, mapped processes, and built a live Q&A agent that answers 83% of “how do we...?” questions instantly-no matter how niche.

Result

New hire ramp dropped from 4 months to 6 weeks, and veterans finally stopped babysitting

Demo Available

Customer Support Triage Agent

Support that knows your policies better than your own team.

An ecom retailer suffered with support bots that often hallucinated or escalated too soon. Our bot was trained on the full policy library, 6 years of tickets, and every edge case- so routine questions got instant, accurate answers, and only truly complex tickets hit the team.

Result

Resolved 67% of queries without escalation; wait times down 57%.

To be Deployed

Sales Personalisation Engine

Personalized outreach that actually reads the room.

A B2B consultancy was losing deals to generic, forgettable outreach. We built an agent that analyzed each prospect’s signals, remembered every prior conversation, and crafted unique outbound messages. Never templates, never “Hey {{FirstName}}.” Every email felt bespoke. Pipeline quality soared.

Result

Open rates up 35%, meetings booked up 22%, all synced to CRM with zero human error.

In Production

Demo Available

Market Intel Scraper

Turn public databases into live intelligence-no scraping headaches.

An IP + consulting firm needed clean, reliable market intel-without manual gruntwork or missed nuance. Our agent browsed live sites, logged in, parsed messy PDFs, and distilled everything into plain-English summaries-no data missed, no blocks, no guesswork.

Result

Real-time dashboards uncovering $1.12Mn in fresh market opportunities.

Demo Available

Demo Available

Talk to Someone Who's Actually Built This

Security always a priority, Never an afterthought

Because trust is built on discipline—not promises or policies.

Bali, Indonesia

Your data is never used for training, ever.

Full customer data segregation-no reuse, no leaks, no fine print loopholes.

Bali, Indonesia

Your data is never used for training, ever.

Full customer data segregation-no reuse, no leaks, no fine print loopholes.

Bali, Indonesia

Your data is never used for training, ever.

Full customer data segregation-no reuse, no leaks, no fine print loopholes.

Bali beach

Built and deployed with ISO 27001, GDPR, SOC Type 2 best practices.

Zero dark corners. Full audit trails, transparent logs, and permissioned access Which means you always know who touched what, and when.

Bali beach

Built and deployed with ISO 27001, GDPR, SOC Type 2 best practices.

Zero dark corners. Full audit trails, transparent logs, and permissioned access Which means you always know who touched what, and when.

Bali beach

Built and deployed with ISO 27001, GDPR, SOC Type 2 best practices.

Zero dark corners. Full audit trails, transparent logs, and permissioned access Which means you always know who touched what, and when.

Bali beach

Zero dark corners. Full audit trails, transparent logs, and permissioned access

Which means you always know who touched what, and when.

Bali beach

Zero dark corners. Full audit trails, transparent logs, and permissioned access

Which means you always know who touched what, and when.

Bali beach

Zero dark corners. Full audit trails, transparent logs, and permissioned access

Which means you always know who touched what, and when.

Because trust is built on discipline—not promises or policies.

Security always a priority, Never an afterthought

Why 23 ML

Let’s cut through the noise.You’ve heard about AI. You’ve read the threads.
You’ve seen the CEOs and C-Suite execs announcing org-wide AI rollouts like they just discovered fire.If you’re reading this, you’re either one of them or you’re the one expected to make it actually work.Odds are, you fall into one of three buckets:

1. You’ve been burned : promised magic, got a broken Zap and a Slack ping.

2. You’ve got bloat : automations that looked great in theory, dead weight in reality.

3. Or this is your first AI rollout : and you’d rather not be someone’s “what went wrong” story.

Wherever you sit, one thing’s true: You don’t need more hype.
You need systems that work that are fast, lean, and without drama.

We’ve built product. We’ve closed deals. We’ve debugged broken flows at 2AM because a pipeline depended on it.We don’t build for show. We build for performance.

The point of AI is simple:
Let machines do what humans are bad at without errors, drag, or excuses.

But most deployments? Overbuilt. Maintenance-heavy. All talk, no lift.

At 23 ML, we reverse-engineer from revenue , not buzzwords.
Every automation we ship is a revenue lever.
If it doesn’t move numbers, it doesn’t go live.

Have a chat with us and we’ll show you where the leverage lives in your funnel — and what’s worth automating.
No fluff. No dashboards-for-show.

-23 ML

Why 23 ML

Let’s cut through the noise.You’ve heard about AI. You’ve read the threads.
You’ve seen the CEOs and C-Suite execs announcing org-wide AI rollouts like they just discovered fire.If you’re reading this, you’re either one of them or you’re the one expected to make it actually work.Odds are, you fall into one of three buckets:

1. You’ve been burned : promised magic, got a broken Zap and a Slack ping.

2. You’ve got bloat : automations that looked great in theory, dead weight in reality.

3. Or this is your first AI rollout : and you’d rather not be someone’s “what went wrong” story.

Wherever you sit, one thing’s true: You don’t need more hype.
You need systems that work that are fast, lean, and without drama.

We’ve built product. We’ve closed deals. We’ve debugged broken flows at 2AM because a pipeline depended on it.We don’t build for show. We build for performance.

The point of AI is simple:
Let machines do what humans are bad at without errors, drag, or excuses.

But most deployments? Overbuilt. Maintenance-heavy. All talk, no lift.

At 23ML, we reverse-engineer from revenue , not buzzwords.
Every automation we ship is a revenue lever.
If it doesn’t move numbers, it doesn’t go live.

Have a chat with us and we’ll show you where the leverage lives in your funnel — and what’s worth automating.
No fluff. No dashboards-for-show.

-23ML

Why 23 ML

Let’s cut through the noise.You’ve heard about AI. You’ve read the threads.
You’ve seen the CEOs and C-Suite execs announcing org-wide AI rollouts like they just discovered fire.If you’re reading this, you’re either one of them or you’re the one expected to make it actually work.Odds are, you fall into one of three buckets:

1. You’ve been burned : promised magic, got a broken Zap and a Slack ping.

2. You’ve got bloat : automations that looked great in theory, dead weight in reality.

3. Or this is your first AI rollout : and you’d rather not be someone’s “what went wrong” story.

Wherever you sit, one thing’s true: You don’t need more hype.
You need systems that work that are fast, lean, and without drama.

We’ve built product. We’ve closed deals. We’ve debugged broken flows at 2AM because a pipeline depended on it.We don’t build for show. We build for performance.

The point of AI is simple:
Let machines do what humans are bad at without errors, drag, or excuses.

But most deployments? Overbuilt. Maintenance-heavy. All talk, no lift.

At 23 ML, we reverse-engineer from revenue , not buzzwords.
Every automation we ship is a revenue lever.
If it doesn’t move numbers, it doesn’t go live.

Have a chat with us and we’ll show you where the leverage lives in your funnel — and what’s worth automating.
No fluff. No dashboards-for-show.

-23 ML

FAQ

Your Questions, Answered

Have more questions? Book a free discovery call

Are you good at what you do ?

Well, tbh, we at 23ML have been early adopters of AI. Meaning, before AI became mainstream, we were doing custom builds for clients. Granted our early solutions were not nearly as good, but we have kept up with the times. And have since vastly improved our competency. Enough to generate 3 digit ROI% figures for our clients.

Who are you guys ?

A team of founders and builders having worked in Fintech, b2b SaaS, crypto, the info marketing and the agency space. Effectively we have worked across almost all functions in a company, from product, tech, sales, GTM to even raising capital. Not our first rodeo. Trust.

Do I trust you ? Do you have refunds ?

Listen, I'll level with you. The last thing we'll do is shoot ourselves in the foot by cheating you , a client or running away with the money. Not our style. Never has, never will be.

Onto refunds, instead of having a blank general refund policy, we give guarantees specific to your project contract. Which means you don't have to abide by a boilerplate refund document. And we work harder to earn our bread

Are you good at what you do ?

Well, tbh, we at 23ML have been early adopters of AI. Meaning, before AI became mainstream, we were doing custom builds for clients. Granted our early solutions were not nearly as good, but we have kept up with the times. And have since vastly improved our competency. Enough to generate 3 digit ROI% figures for our clients.

Who are you guys ?

A team of founders and builders having worked in Fintech, b2b SaaS, crypto, the info marketing and the agency space. Effectively we have worked across almost all functions in a company, from product, tech, sales, GTM to even raising capital. Not our first rodeo. Trust.

Do I trust you ? Do you have refunds ?

Listen, I'll level with you. The last thing we'll do is shoot ourselves in the foot by cheating you , a client or running away with the money. Not our style. Never has, never will be.

Onto refunds, instead of having a blank general refund policy, we give guarantees specific to your project contract. Which means you don't have to abide by a boilerplate refund document. And we work harder to earn our bread

Are you good at what you do ?

Well, tbh, we at 23ML have been early adopters of AI. Meaning, before AI became mainstream, we were doing custom builds for clients. Granted our early solutions were not nearly as good, but we have kept up with the times. And have since vastly improved our competency. Enough to generate 3 digit ROI% figures for our clients.

Who are you guys ?

A team of founders and builders having worked in Fintech, b2b SaaS, crypto, the info marketing and the agency space. Effectively we have worked across almost all functions in a company, from product, tech, sales, GTM to even raising capital. Not our first rodeo. Trust.

Do I trust you ? Do you have refunds ?

Listen, I'll level with you. The last thing we'll do is shoot ourselves in the foot by cheating you , a client or running away with the money. Not our style. Never has, never will be.

Onto refunds, instead of having a blank general refund policy, we give guarantees specific to your project contract. Which means you don't have to abide by a boilerplate refund document. And we work harder to earn our bread

Let's Connect

23ML Tech Private Limited

Let's Connect

23ML Tech Private Limited

Let's Connect

23ML Tech Private Limited