Your operations have
a measurable leak.
We audit how your business handles leads, customers, and repetitive work. Then we build AI systems that eliminate the bottleneck. Custom infrastructure, built in your environment, owned by you from day one.
The problem we solve is different for every vertical.
Same toolkit. Different deployment. Matched to the friction that costs your industry the most.
The problem
Volume spikes crush support teams and carts go abandoned with no follow-up.
The solution
AI handles all inbound support, recovers carts automatically, and qualifies buyers before they reach a human. Revenue protected at scale.
The problem
Lead intake and scheduling eat time that should go into client work.
The solution
Voice and chat agents screen inbound leads, book discovery calls, and route qualified prospects to your calendar without staff involvement.
The problem
Trial churn happens before users hit the activation moment.
The solution
Onboarding agents guide new users to value in the first session, surface help proactively, and escalate stuck users to success reps automatically.
The problem
Operational overhead scales linearly with client count.
The solution
Automations handle reporting, status updates, asset delivery, and routine client comms. Ops overhead stays flat as you grow.
Choose your vertical.
Every deployment is built for how your specific business makes money and loses time.
Your support team is handling work that should be automated.
80% of support tickets are the same five questions. Your team is answering them manually while hot buyers go cold. We build the AI layer that handles it, trained on your catalog, your policies, your past tickets.
24/7 AI customer support
Instant answers to order status, sizing, returns, and FAQs
Voice agents for inbound calls
Handle call volume spikes without hiring seasonal staff
Abandoned cart recovery
Automated follow-up sequences with personalized messaging
Product knowledge base
RAG pipeline trained on your catalog, policies, and past tickets
You're losing revenue to slow follow-up and manual intake.
Hot leads go cold in under 5 minutes. Your intake process is a bottleneck. We build AI that qualifies every inbound contact immediately, books only the right ones, and closes the loop on everyone else.
AI intake + qualification
Voice agents that screen prospects before they reach your calendar
Automated follow-up
Multi-step nurture sequences triggered by lead behavior
Proposal generation
Draft scoped proposals from discovery call transcripts
Pipeline visibility
Every lead tracked, every follow-up logged, nothing slips
Users are churning before they reach their first value moment.
Most churn happens in week one, before the product has a chance to prove itself. The onboarding path is broken and no one is watching. We build behavioral AI that closes the activation gap and flags churn before it becomes a cancellation.
In-product AI assistant
Context-aware chat trained on your docs, changelogs, and FAQs
Behavioral onboarding
Triggered email and in-app flows based on activation milestones
Churn signal detection
Automated alerts when usage drops below retention thresholds
Support deflection
AI resolves Tier-1 tickets so your team handles complex issues
Your delivery capacity is capped by what your team can do manually.
Every new client adds headcount pressure. Reporting, onboarding, status updates, and follow-up eat delivery hours. We build AI infrastructure you deploy once and reuse across every client engagement.
Reusable agent templates
Build an AI system once, deploy it across your entire client base
Client-owned infrastructure
Everything built in the client environment from day one
n8n automation workflows
Visual automation layer that non-technical clients can manage
Clean handoff documentation
Full SOPs, env configs, and training docs on every delivery
How it plays out in each vertical.
Concrete scenarios from active deployments, by business type.
The situation
A mid-size DTC brand is drowning in support tickets. 80% are the same questions about orders, returns, and shipping. Their 2-person team can't scale.
What was built
- RAG knowledge base trained on every product page, policy, and past ticket
- 24/7 AI chat widget integrated directly into their Shopify storefront
- Escalation workflow that routes complex edge cases to the human team
The result
68% of tickets resolved without human involvement. Team now handles 3x the volume.
Four types of AI agents. One integrated system.
Answer calls. Qualify leads. Book appointments.
Voice agents handle inbound calls around the clock. They qualify prospects with dynamic conversation, route hot leads to humans, and book appointments directly into your calendar. No hold queues. No missed calls.
Build this for my business- Natural language call handling
- Live CRM handoff on hot leads
- Calendar booking mid-call
- Call transcription and summaries
- Escalation to human on trigger
Real numbers from real deployments.
Benchmarks across active client systems. Pick your vertical.
80%
Support tickets resolved by AI
without human touch
3.2x
Qualified leads per month
vs. no automation
23%
Cart recovery rate
via AI follow-up sequences
< 90s
Average first response time
across all channels
Volume goes up. Headcount stays flat.
The defining advantage of AI infrastructure is that the marginal cost of handling more volume approaches zero.
100 inbound leads / month
Without AI
1 SDR, 60% follow-up rate, 3-day response
With OperatorOS
AI qualifies all 100 in minutes, routes hot leads instantly
500 support tickets / week
Without AI
3-person team, 24h response SLA, weekend backlog
With OperatorOS
AI resolves 80% autonomously, humans handle the 20% that need it
5x traffic spike from a campaign
Without AI
Overwhelmed team, degraded response, missed conversions
With OperatorOS
System scales automatically, same latency, no missed contacts
New market or product launch
Without AI
Hire and train new staff before you can go to market
With OperatorOS
Retrain the agents in days, deploy to new segment immediately
See what AI adds to your pipeline.
Adjust the sliders to your current numbers. We model a conservative 35% lift in qualified leads and +4 points on close rate.
Current monthly revenue
$32k
With AI systems
$65k
Monthly uplift
$33k
Estimated ROI multiple
3.3x
Estimates based on average client results. Actual outcomes vary by industry, traffic source, and existing conversion infrastructure.
Numbers from active client deployments.
0+
AI conversations handled
0+
Hours of manual work automated
0x
Average ROI multiple
0+
Client systems live in production
What clients say after the build.
“We were drowning in inbound support. Within three weeks of launch, the AI was handling 80% of it without any human involvement. The ROI paid for the entire project in the first month.”
vs. hiring in-house. vs. generic AI tools.
Most clients come to us after trying one of the other two options first. Here is why the comparison matters.
OperatorOSWhat does it cost?
Two ways to work with us. Exact scope and pricing determined in discovery.
Ongoing AI strategy, implementation guidance, and hands-on engineering support. Month-to-month after initial engagement.
- Dedicated AI engineering hours
- Architecture planning and system design
- Integration support and troubleshooting
- Priority access and async communication
Ideal for teams that need a fractional AI engineer without a full-time hire.
End-to-end AI infrastructure built and deployed. Includes a required 3-month launch phase with monthly retainer, then full handoff to your team or continued support.
- Complete AI systems architecture and build
- 3-month launch phase with dedicated engineer
- Full handoff with docs, SOPs, and training
- Option to retain engineer post-launch
Build fee + $3-8k/mo launch retainer. After 3 months, hand off or keep the engineer on.
Systems builds include a 3-month launch retainer. After launch, hand off to your team or continue with a dedicated engineer.
Why OperatorOS.
You have options. Here is what changes when you choose an AI systems partner over the alternatives.
Is this right for you?
We work with a specific type of business. Be honest with yourself before booking a call.
- Revenue-generating business with an ops or support burden
- Inbound leads that go cold before you respond
- Repeat questions that eat your team's time
- Existing tools and data you want AI layered on top of
- Want full ownership with no vendor dependency after handoff
- Pre-revenue or idea-stage with no live operations to optimize
- Looking for a DIY tool you configure yourself
- Expecting results without committing to a discovery process
- No existing customer data, docs, or workflow to build from
- Want to own the code but not the accounts or infrastructure
You own everything we build.
No subscriptions. No dependency on our platform. No black box. The code, the infra, the data. All yours on day one.
Read the handoff processFull documentation
Every system ships with a technical runbook, architecture diagram, and user guide. Your team can read, maintain, and extend it without us.
You own the accounts
We build in your cloud, your Supabase, your Vercel. Credentials never live on our end. On handoff day, you have complete ownership.
No vendor lock-in
Open-source core, API-first integrations. If you outgrow a tool or want to switch, nothing is proprietary. You can migrate without rebuilding.
Metrics baked in
Every deployment includes a live analytics layer. You see exactly what AI is doing, what it costs, and what it is returning in real time.
Not sure which system fits your business?
Book a 30-minute call and we will map out a build plan at no cost.
From first call to compounding results.
Most clients see their first automation live within four weeks of the discovery call.
Discovery
30-minute call to map your ops, identify the highest-ROI automation targets, and define scope.
Architecture
System design delivered. Stack selected. Integrations mapped. You approve before a line is written.
Build
Agents deployed in your environment. Integrations wired. Testing in staging with your real data.
Launch
Production go-live. You own the accounts from day one. We monitor and tune the first two weeks.
Compounding
System learns, improves, and handles more volume. You scale without headcount.
Discovery
30-minute call to map your ops, identify the highest-ROI automation targets, and define scope.
Architecture
System design delivered. Stack selected. Integrations mapped. You approve before a line is written.
Build
Agents deployed in your environment. Integrations wired. Testing in staging with your real data.
Launch
Production go-live. You own the accounts from day one. We monitor and tune the first two weeks.
Compounding
System learns, improves, and handles more volume. You scale without headcount.
Everything you get.
Every project includes a complete handoff package. You leave with everything needed to run, maintain, and extend the system without us.
See the full process- System architecture diagram
- Environment variable reference
- SOP for ongoing maintenance
- Recorded walkthrough video
- All agent configs and prompts
- n8n workflow exports (.json)
- API integration schemas
- Supabase schema and seed data
- Full admin access to all tools
- API keys and credentials vault
- Retell AI agent configurations
- OpenAI fine-tune files if applicable
- Team walkthrough session
- 90-day post-launch monitoring
- Bug fix coverage for 90 days
- Runbook for edge case handling
Modern. Production-tested.
We build with tools that are production-ready for AI applications. No experimental dependencies.
Your data never leaves your environment.
We are infrastructure builders, not SaaS vendors. There is no platform to trust because the platform is yours.
Your infrastructure, not ours
Every system runs in accounts you own. We build in your cloud, your Supabase project, your Vercel org. Nothing touches shared infrastructure.
You hold the keys
API credentials, database passwords, and service tokens never leave your environment. We work with access you grant and revoke on your schedule.
Full audit trail
Every AI action is logged. Every agent decision is traceable. You can see exactly what fired, what it said, and why at any point in time.
No black boxes
Open-source core, documented architecture, versioned code in your repo. Any developer you hire can read, understand, and maintain what we built.
Built on top of what you already use.
No ripping out your stack. We wire AI into the tools your team already lives in.
Don't see yours? We integrate with anything that has an API.
How we reduce your risk.
Three structures that protect you before, during, and after the build.
Scope is fixed before we start
Every project has a written spec agreed on in discovery. We do not expand scope mid-build and do not charge overages. What was scoped is what gets delivered.
You own everything, from day one
All accounts, all code, all data stays in your environment. If we stop working together, the system keeps running. There are no recurring fees paid to us.
90 days of post-launch coverage
If something breaks within 90 days of launch and it is our fault, we fix it at no charge. You get a dedicated contact and a monitored handoff period.
We have heard every objection.
Real questions from business owners who eventually said yes. Here is what we told them.
Ready to build your AI system?
Book a 30-minute discovery call. We will map out exactly what to build, what it will cost, and when it will be live.