AI operations & infrastructure
Echelon builds and runs AI infrastructure inside established companies. We map how the work actually moves, build systems into the tools you already use, and launch them with approvals in place. Every build gets one set price, in writing, after mapping. Then we stay on and run it, and you own every result.
Echelon builds and runs AI infrastructure inside established companies. We map how the work actually moves, build systems into the tools you already use, and launch them with approvals in place. Every build gets one set price, in writing, after mapping.
See how an install works, how pricing works, or size your project.
Built into the tools you already run
Built with
How it works
We start with how your company runs, not with software. Nothing gets ripped out, and nothing gets migrated.
We sit with the people doing the work and follow leads, quotes, money, and messages through the tools that carry them today.
You get the outcome, the boundaries, and one set price in writing before anything is built. It moves only if the scope does.
We build into the CRM, inbox, phone line, and payment tools you already run. The first working build is in your hands within two weeks.
The system reads real events and prepares real work. Your team approves every result before it goes out, and we make a round of changes every week.
Proven, routine actions start running on their own, inside limits, with escalation rules and a full record.
We take it live, watch it in production, and stay on to run and improve it every month.
In productionA live voice intake system on this model answers 200+ calls a day in under a second.
The work
The same four artifacts, on every install. Each console below is a mockup on sample data of what your team actually sees.
Step 1
Repeated work, delays, exceptions, and what each one costs. Scope and price come out of it, in writing.
Repeat work found this week
Sample data31
Repeat tasks logged
Step 2
What it reads, what it does alone, where it stops, and which approval sits above each action. One set price, in writing, before anything is built.
System design: Inbound Response
Sample data01
Set price, in writing
Step 3
Review mode first. Your team approves every result before it goes out. Autonomy is earned one action at a time, and never for moving money.
Review mode, week 6
Sample data48
Actions prepared this week
Running
What ran, what it handled alone, what waits on a decision, and who owns it. Every action leaves a record.
Weekly report
Sample data212
Actions this week
The modules
Each module has an owner team, an outcome, and three hard limits. They connect to each other on one layer.
For your front desk and sales team
Every lead answered in under 60 seconds, day or night, by voice, text, or email.
See the moduleSample week
Sample dataFor your sales team
Quotes drafted, sent, and chased to signature, with a person approving the number.
See the moduleSample week
Sample dataFor your revenue team
No-shows, aged leads, reviews, and unpaid invoices worked on schedule until they close or stop.
See the moduleSample week
Sample dataFor leadership
One screen for where the work and the money stand, read-only on the money.
See the moduleSample week
Sample dataProof
Three installations, names withheld, numbers we can stand behind.
Case 01
Calls were going to hold music during the day and voicemail at night. Voice intake now answers every call in under a second, books the visit, and hands anything clinical to staff.
Capabilities
Case 02
A hospital coding team was working records by hand, and billing moved at the speed of the backlog. Multi-agent extraction, coding, and validation now works 100,000+ records a year with a full audit trail.
Capabilities
Case 03
Nothing could be automated until the team knew which records were the same customer. The system resolves 1M+ records in under 30 minutes at 90%+ accuracy, and sends uncertain pairs to a person.
Capabilities
Every number here comes from a system running in production. Client names are withheld.
The bench
Echelon's core team is small and accountable on purpose. The engineering bench behind it is not small: 100+ engineers, building since 2015, composed into a pod sized to your scope and coordinated from Los Angeles by the person who mapped your operation.
Echelon's engineering bench, in aggregate. The people on your build are introduced by name on the first call.
Your existing stack
Read and write, both ways, into what your team already opens every morning.
Connections
Verified
HubSpot
Gmail
Google Calendar
Stripe
QuickBooks
Google Sheets
Shopify
n8n
Zapier
LiveKit
Deepgram
ElevenLabs
AnthropicRead and write, both ways. Every connection verified before anything depends on it.
The guarantee
If at least one system we deploy does not measurably save time, reduce a cost, or support revenue, we keep working until it does.
Written into the agreement, next to the set price. It is the reason we map before we scope, and scope before we build.
Questions
We do not publish fees. After mapping you get one set price in writing, changed only by a scope change. Ongoing operation is a separate monthly line, disclosed with the build price.
The first working build is in your hands within two weeks, ready to test. From there it runs in review mode on real work while we make changes, and the sprint closes with a measured launch between day 30 and day 90, depending on scope. Your dates come in writing with the price.
Least access, every connection documented, sensitive data stays in your environment, and high-risk actions wait behind a person. We build to your security requirements and document every connection.
You own the outcomes, the data, and the documentation. We run the system because that is what keeps it working, not because you are locked in.
No. We build into the CRM, inbox, phone line, and payment tools you already run. Nothing gets ripped out and nothing gets migrated.
Consequential actions wait for a person, so the usual failure is work waiting, not work sent. Every action leaves a record, so we can show you exactly what happened and why.
A few hours a week during mapping, then far less. Your team keeps doing their jobs. The build happens around them.
Usually that was a tool nobody owned. We name an owner for every decision, put approvals where they belong, and report every week on what ran and what is waiting.
Your first department
Bring the one process your company still runs by hand. On the call we map it, and you leave with the system design, the price, and the date it goes live. The first working build is in your hands within two weeks.
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