AI Revenue & Operations Agent Systems

AI Revenue & Operations Agent Systems

AI Embedded. Revenue Enforced.

AI Embedded. Revenue Enforced.

WeLaunch.ai designs, builds, and operates AI agents that plug into your existing systems to reduce labor costs, enforce SOPs, and eliminate revenue leakage for serious, process‑driven businesses.

WeLaunch.ai designs, builds, and operates AI agents that plug into your existing systems to reduce labor costs, enforce SOPs, and eliminate revenue leakage for serious, process‑driven businesses.

The AI Revenue & Operations System™

Embedding AI agents directly into your real processes to eliminate leakage and enforce performance.

The WeLaunch Agent Architecture™

Not automation. Not chatbots. A coordinated AI system operating inside your business.

AI That Executes. Not Experiments.

Your Revenue Leaks When Processes Break

Every day, serious businesses lose money because execution doesn’t match the process on paper.

Calls are missed, follow‑ups slip, vendors stall, and no one sees the full picture across locations and systems.

Problem 1

Calls go unanswered after hours

Lost customers and missed booked jobs

Analyzing current workflow..

System check

Process check

Speed check

Manual work

Repetative task

Analyzing current workflow..

System check

Process check

Speed check

Manual work

Repetative task

Problem 2

Follow‑ups don’t happen

Abandoned pipeline and stale opportunities


  • "Hello [Name],
    I'm following up on the proposal I sent on [Date].
    I hope it aligns with your goals.
    Do you have any questions, or would it be helpful to walk through it together?
    Let me know what works for you.
    Best,
    [Your Name]".




  • "Hello [Name],
    I'm following up on the proposal I sent on [Date].
    I hope it aligns with your goals.
    Do you have any questions, or would it be helpful to walk through it together?
    Let me know what works for you.
    Best,
    [Your Name]".




  • "Hello [Name],
    I'm following up on the proposal I sent on [Date].
    I hope it aligns with your goals.
    Do you have any questions, or would it be helpful to walk through it together?
    Let me know what works for you.
    Best,
    [Your Name]".




  • "Hello [Name],
    I'm following up on the proposal I sent on [Date].
    I hope it aligns with your goals.
    Do you have any questions, or would it be helpful to walk through it together?
    Let me know what works for you.
    Best,
    [Your Name]".



Problem 3

Vendors don’t respond

SLA failures, penalties, and unhappy clients

Problem 4

Manual coordination eats time

Labor waste and burnout for coordinators and managers

Chatbot system

Efficiency will increase by 20%

Workflow system

Update available..

Sales system

Up to date

Chatbot system

Efficiency will increase by 20%

Workflow system

Update available..

Sales system

Up to date

The hidden cost? $500k–$2M+ per year in preventable losses.

Most companies try to fix this with better training, more headcount, or disconnected tools. None of that enforces your processes 24/7 or acts as a dedicated AI coworker running the playbook every time.

One Infrastructure Layer.
All Your Revenue & Ops Workflows.

An orchestration system where bespoke agents, trained on your knowledge and SOPs, execute inside your real workflows.

Vendor Erin

2

Update Status

Update Status in Real Time

3

Vendor Erin

2

Update Status

Update Status in Real Time

3

Vendor Erin

2

Update Status

Update Status in Real Time

3

Dispatch & Coordination Agent

Coordinates technicians and vendors, calls until someone accepts, updates status in real time, and enforces SLA and ETA compliance.

Execute Payment Reminders

Recover Sequences

Contract Renewals

Compliant Scripts

Extract Data

Execute Payment Reminders

Recover Sequences

Contract Renewals

Compliant Scripts

Extract Data

Collections & Renewal Agent

Executes payment reminders, recovery sequences, and contract renewals with compliant scripts and data‑driven negotiation flows.

Chats

Qualified Leads

Scale

SOPs

Chats

Qualified Leads

Scale

SOPs

Inbound Intake Agent

Answers calls, chats, and emails, qualifies leads, structures job sheets, and documents every interaction - 24/7, exactly to your SOPs.

Review Capture

last 60 days

$876 ,056

Mike

Happy Client

Review Capture

last 60 days

$876 ,056

Mike

Happy Client

Review Capture

last 60 days

$876 ,056

Mike

Happy Client

Follow-up & Review Agent

Runs post‑service outreach, review capture, NPS measurement, and referral requests so no customer journey stalls at the last mile.

Not a tool. Not a campaign. Infrastructure and digital labor, operated for you.

From Audit to Impact in 60 Days

Revenue & Ops Audit

→ Understand your company structure, workflows, goals, and constraints.
→ Quantify revenue leakage and labor waste across key processes.
→ Design your custom Combat Room and agent architecture blueprint.

Generate

Generate

Generate

Integrate your systems

→ Ingest SOPs, SLAs, contracts, training materials, and historical communications.
→ Configure agents for your workflows and set up Combat Room visibility for leaders.

Jack Daniel

Founder

Justin Rocks

Marketing head

E-mail

justin@main.com

Phone

+1(812)98XXX

Company

XYZ LLC

Verified

Yes

Generate Leads

Jack Daniel

Founder

Justin Rocks

Marketing head

E-mail

justin@main.com

Phone

+1(812)98XXX

Company

XYZ LLC

Verified

Yes

Generate Leads

Jack Daniel

Founder

Justin Rocks

Marketing head

E-mail

justin@main.com

Phone

+1(812)98XXX

Company

XYZ LLC

Verified

Yes

Generate Leads

Live & Optimize

→ Agents go live inside real workflows (voice, chat, email, internal tools).

→ Monitor performance daily against defined outcomes (revenue, speed, cost).

→ Iterate and refine logic, prompts, and decision rules to prove ROI.

Filters :

Work Efficiency

Cost Reduction

Automated Tasks

Lead Nurturing

Work Efficiency

+23%

Day 1

Day 2

Day 3

Day 4

Day 5

Day 6

Day 7

Work efficiency in this week increased to 23% as compared to last week.

Overall :

48.9%

Overall now you have 48.9% better system as compared to previous week

Export

Filters :

Work Efficiency

Cost Reduction

Automated Tasks

Lead Nurturing

Work Efficiency

+23%

Day 1

Day 2

Day 3

Day 4

Day 5

Day 6

Day 7

Work efficiency in this week increased to 23% as compared to last week.

Overall :

48.9%

Overall now you have 48.9% better system as compared to previous week

Export

Expand & Scale

→ Add new workflows and agent roles.

→ Replicate successful patterns across locations and business units.

→ Continue optimization as models evolve and your business changes.

We replaced 70% of manual execution with embedded AI agents.

500hrs

Time Saved

+10M

Growth

100%

Process Enforcement

Aviral Bhutani, Founder

Trusted by Category Leaders, Unicorns & World-Class Startups.

profile pic

Monique Harrison

"My experience working with WeLaunch has been incredibly positive. The team is proactive and informed in their recommendations for how to optimize our campaigns based on performance, and are flexible when pivots are needed in our plans. They have taken the time to ensure that they have understood our business goals clearly, and prioritize project work accordingly."

Head of Brand Marketing, Mercedes-Benz USA

profile pic

Alex W. Ross

"WeLaunch's performance branding & rapid experimentation methodology has been crucial" WeLaunch team was dedicated to unlocking success since day 1 of our partnership and quickly ensured a high volume of sales.gent tools transformed our workflow! Managing projects feels effortless every day."

Co Founder, Flex Pwr

profile pic

Mike Eisenberg

"WeLaunch is a strategic and insightful partner." The team at WeLaunch relentlessly and patiently challenged our approach to various inbound activities, and completely changed how we think about lead generation via content marketing and automation. They also showed us a new, more effective rhythm around approaching, tracking, and nurturing prospects.

Director of Sales, PainterBros.com

"WeLaunch didn’t give us automation. They embedded an execution system into our operations."

user pic

Garek Tauchen - CBO, Sequifi

"WeLaunch didn’t give us automation. They embedded an execution system into our operations."

user pic

Garek Tauchen - CBO, Sequifi

$50M+

Revenue Influenced by AI Agents

$50M+

Revenue Influenced by AI Agents

20M+

Workflow Executions Automated

20M+

Workflow Executions Automated

80M+

Revenue Operated Through Embedded Systems

80M+

Revenue Operated Through Embedded Systems

Our partners are backed by the best in venture

FAQs & Support

Not finding what you’re looking for ?

What exactly is the WeLaunch ?

How fast can you deploy?

Do you replace teams?

Will this integrate with my CRM?

Is this a chatbot or automation tool?

FAQs & Support

Not finding what you’re looking for ?

What exactly is the WeLaunch ?

How fast can you deploy?

Do you replace teams?

Will this integrate with my CRM?

Is this a chatbot or automation tool?

FAQs & Support

Not finding what you’re looking for ?

What exactly is the WeLaunch ?

How fast can you deploy?

Do you replace teams?

Will this integrate with my CRM?

Is this a chatbot or automation tool?

Deploy Your AI Combat Room

Get a clear view of where your revenue is leaking and how AI agents can enforce your workflows and execute your playbook every day.

GTM OS

Deploy Your AI Combat Room

Get a clear view of where your revenue is leaking and how AI agents can enforce your workflows and execute your playbook every day.

GTM OS

Deploy Your AI Combat Room

Get a clear view of where your revenue is leaking and how AI agents can enforce your workflows and execute your playbook every day.

GTM OS