Spent$840K
Returned$1.30M
$1.55per dollar, adjusted for the long cycleAd ROI
Spent, returned, per dollar. By campaign, adjusted for the long sales cycle.
AI infrastructure for business
AI that knows your business inside out
We connect AI to your CRM, accounting, calls, conversations and ads. Ask questions in chat and get answers with numbers and links to deals.
- 750,000
- deals in a live CRM mirror
- 6
- data sources connect out of the box
- seconds
- to answer across the whole database
Live example
A working day with Atlas
Real questions people ask in chat. Answers are built from the CRM, calls and accounting.
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How many of last year’s ad leads paid off?
- Lead cohorts by campaign
- Matching against payments
Looking at cohorts by campaign. Of 3,640 leads, 412 reached payment. Spent $840K, returned $1.30M: $1.55 for every dollar. Campaigns younger than three months are excluded, it’s too early to judge them. The campaign table is below, every deal is clickable.
Campaign Spent Returned Per $1 Search $490K $880K 1.80 Retargeting $140K $230K 1.64 Display $210K $190K 0.90 -
What did clients say about price in this week’s meetings?
- Meetings this week: 37
- Searching transcripts for price talk
Found 14 meetings that mention price. In nine the client compared us with a competitor, in three they asked for installments, in two price wasn’t an objection. Quotes and deal links attached.
compared with a competitor, 9asked for installments, 3price not an objection, 2
“ClimatePro is 12% cheaper on VRF, let’s see what you can do”Vector Group, meeting on October 7
“If you split it into three payments, we’ll sign this month”Aurora Group, meeting on October 8
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Ask Victor to send the invoice for this deal, and check in an hour.
Create the task “Send invoice” for Victor Kim, due 3:00 PM?YesTask created, due 3:00 PM. In an hour I’ll check the deal feed and report here whether the invoice went out.
- 3:00 PM, checking the deal feed
The invoice was emailed to the client at 2:15 PM, attachment invoice_41870.pdf. Confirmed
Every number links back to a record in the CRM. Nothing is written to the system without confirmation.
Who it’s for
Everyone in the company needs their own numbers
The director waits for a report, the sales rep hunts for forgotten clients, the marketer guesses which ads pay off. Atlas answers all of them in one chat.
Owner
Sees the whole business without asking the team for a report. Asks “how much did we earn from ads this year” and gets the answer in a minute.
How much did we earn from ads this year?
Where is the pipeline leaking this quarter?
What Atlas can do
What Atlas does every day
Answers questions about your data: deals, clients, calls or money. Every answer comes with a table, a chart and links.
Bulk review
Reviews hundreds of deals in one request
“Go through 200 lost deals and pull out the reasons.” Atlas reads the deals, calls and meetings, double-checks itself with a second model and sends the result.
- Proposes a planHow many deals it will take and which sources each one has. Starts when you press the button.
- Reads every dealFields, notes, calls and meetings. Deals with no source at all are left out.
- Double-checks itselfA second model rereads a sample. Fields with disagreements are flagged as unreliable.
- Sums upPercentages count only deals where the reason is known.
- Sends the answerTo the chat and Telegram. The result can be saved as a note on every deal.
Verdict
How it works
Brings data from all your tools into one place
Atlas pulls data from your CRM, accounting and telephony on its own and puts it together. It understands how things connect: which call belongs to which deal, which payment came from which client. No need to change the tools you use. Extra modules are added to Atlas for your company’s needs.
Your systems
Kommo
Accounting / ERP
Telephony and call transcripts
Video meetings
Chats and email
Ad platforms
Any system via MCP
Atlas
Atlas has all your data at hand. It answers with the best AI models: finds the right numbers on its own and gives a ready answer in seconds.
- ChatGPT
- Claude
- Gemini
- DeepSeek
Built for you
Internal web chat
Telegram
Mattermost
Reports and dashboards
Industry solutions
What we add on top
Ready-made modules, no heavy development
LeadQualifiedSurveyProposalPaymentcame back after 40 days
Ad lead tracking
Analysis of ad leads: how far each one got, who came back after a loss, where it got stuck.
objection: pricepromised proposal by Friday
Conversation quality
Review of calls and meetings: objections, promises, script deviations. No listening to recordings.
Bulk deal review
Subagents go through hundreds of deals and assemble a structured report.
Any module you need: inventory, ERP, accounting, booking
Describe the task. We’ll build the module on the same core, with the same permissions and data. Describe your task
Permissions and security
Data security comes first
Every employee sees in Atlas exactly what they see in the CRM.
Sales team deals
“How many deals do we have in progress?”96answer for the head of sales
Same access as in Kommo
In chat, each employee has the same restrictions as in Kommo. Rules are enforced at the database level, a question can’t get around them.
Data hosted in the EU
The CRM copy and your clients’ personal data are stored on servers in Germany. Language models run through F5AI’s international infrastructure. If needed, Atlas can be deployed on your own servers.
Personal data stays inside
Clients’ personal data is processed only inside Atlas and is not sent to language models. The model receives deal information in anonymized form.
In the CRM
Olivia Smith
+1 415 482-1735
olivia@northclimate.com
Tax ID 94-1234567
What the AI sees
[name_1]
[phone_1]
[email_1]
[taxid_1]
How onboarding works
Onboarding timeline
Get early access
Request access to the Kommo widget: 15 minutes after installing it, you can ask your first question about your deals.
4,950deals loaded in 15 minutes, you can ask right away
Setup for your company
We tune Atlas to your business: which pipelines matter, what counts as a sale, where clients come from, what you call things internally. Then we connect accounting, calls, meetings and ads.
PipelinesMoneySourcesJargonAccounting / ERPCallsMeetingsAds
Pilot with one team
We run a 2-week pilot with one team. Together we pick tasks to delegate to Atlas and get them to a working result.
Scale
We roll out to the whole company, add modules and turn on scheduled reports.
Plans and pricing
How much Atlas costs
Kommo widget
Self-service install. Chat inside the CRM, deal analytics, reports in Telegram.
Early access for the first Kommo accounts. Pricing on request.
Infrastructure for your company
Accounting, telephony, meetings and ads connected. Modules for your processes. Hosted by us or in your own infrastructure. Ongoing support.
- Your own sources and modules on the same core
- Employee permissions from your CRM
- Reports, dashboards and Telegram for the whole team
- Support from the F5 team
Pricing on request after a review; we prepare a quote within one day.
FAQ
Questions and answers
How is this different from ChatGPT?
ChatGPT and other agents can connect to a CRM via MCP, but they fetch data piece by piece. They can’t pull 10,000 deals at once and see the whole picture. Atlas keeps a full copy of your CRM with all deals, calls and conversations. It works right on that copy, so it answers 10 times faster than an agent going to the CRM through a standard MCP. And it’s built for CRM work from the start.
What if the model makes a mistake?
Every answer links to deals and documents, so a mistake is visible in a second. Writes to the CRM require confirmation, nothing happens automatically without a person.
Where is the data stored?
On servers in Germany (EU). On request, we deploy inside your own infrastructure.
Do I need my own server?
Not for the Kommo widget. For company infrastructure we decide together: our hosting or your hardware.
We don’t have an accounting system or telephony. Will it work?
Yes. Sources are connected one at a time, you can start with just the CRM.
How much does the AI usage cost?
You pay for actual usage. A typical question costs a few cents; reviewing a hundred deals with call transcripts costs more, and Atlas shows an estimate before it starts.
How fast can we start?
The widget works on the day you install it. Custom infrastructure takes from two weeks.
Who provides support?
We do. F5 is a Kommo integrator with many years of experience. We handle incidents, update the system and add modules.
Lead
Tell us which problem you want AI to solve
We’ll reply during business hours and suggest where to start.
The Kommo widget is in early access: leave a request and we’ll connect your account. Plans