For SMBs and automation agencies
We design and implement the systems behind faster lead response, cleaner handoffs, and reliable service delivery, using the tools you already depend on instead of replacing them for the sake of novelty.
Typical build map
How the system gets composed
Primary platforms
GoHighLevel, n8n, Twilio, Slack, and custom integrations when the native path breaks.
Operating principle
Fast where possible, explicit where necessary, and observable when something fails.
< 5s
Lead response time
3x
More qualified bookings
85%
Operational time reduced
100%
Workflow ownership retained
Core services
Every engagement starts with architecture, because disconnected automations create more work than they remove. The job is to produce a system your team can trust.
We design the first layer of response so inbound leads are contacted immediately, qualified against your criteria, and moved into booking or nurture without manual chasing.
Example application
Insurance offers with cold GHL form fills routed into an AI-led qualification flow in under five seconds.
We connect booking, ticketing, and team workflows so every handoff is structured, visible, and fast enough to keep pace with a growing service business.
Example application
Service businesses handling hundreds of daily calls with new jobs auto-booked and existing clients routed to the right queue.
When native connectors stop short, we build the missing architecture: APIs, data sync, observability, and AI agents that fit your workflow rather than forcing a new one.
Example application
Stripe, GoHighLevel, Airtable, and reporting stitched into one operational backbone with recovery built in.
Engagement model
The promise is not just speed. It is a system that is easier to run after implementation than before.
We start with the current workflow, the bottlenecks, and the cost of delay. Every automation decision is tied to a business constraint, not a trend.
We map the states, triggers, ownership, and failure cases before implementation so the system remains understandable when your team inherits it.
We ship with logging, handover notes, and operator training so the outcome is not just live, but reliable enough to run the business on.
Typical timeline: one to three weeks.
Smaller routing or qualification builds move faster. Multi-system work takes longer because we define states, recovery paths, and handover before launch.
Tooling
SMBs and agencies usually do not need a full replacement. They need the missing glue, a better state model, and AI where it meaningfully reduces labor.
Default approach
Keep the current tools when they are good enough. Replace only the part that limits throughput or reliability.
CRM
Automation
AI
Comms
Selected work
These are representative system shapes for the kinds of businesses and agencies we support.
A regional repair business needed to route 200 plus daily inbound calls without losing speed, context, or accountability between intake and dispatch.
Architecture
Retell AI handles inbound calls, Twilio routes based on caller context, GHL checks job state, and structured Slack tickets get created only when human intervention is actually required.
85%
Manual operations removed
< 4s
Full triage cycle
100%
CRM record accuracy
0
Misroutes since launch
The system has processed 50,000 plus calls in production without a dispatch outage.
Challenge
Cold inbound leads were sitting untouched for hours, while manual follow-up created inconsistent qualification and missed appointments.
Architecture
GHL webhooks trigger an AI SMS layer that qualifies within a few exchanges, writes outcomes back to the CRM, and books when criteria are met.
3x
Qualified bookings
< 5s
First response
24/7
Coverage window
Challenge
Agents were spending hours chasing leads manually, with no dependable cadence and no clear priority signal between pipeline stages.
Architecture
Pipeline changes in GHL trigger Make scenarios, AI scoring, and multi-channel follow-up so every lead gets the right message at the right stage.
60%
More agent capacity
2x
Pipeline conversion
0
Leads dropped
Challenge
New account setup required days of manual admin across billing, sub-accounts, reporting, and internal coordination.
Architecture
Payment confirmation triggers automated account setup, Slack provisioning, reporting assets, and contract workflows across the required tools.
12 min
From payment to setup
100%
Automated provisioning
$0
Extra onboarding labor
Free systems audit
We'll review the bottleneck, identify where automation or agent logic actually fits, and send back a practical system outline within 48 hours.