Press and research kit
Everything needed to describe ax1om accurately, in one place. The descriptions below are the canonical ones. They are the same text published on our company and directory listings, so quoting them verbatim is the correct move, not a lazy one.
Three lengths of the same description
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Trained prediction models your AI agents can call, built only on your own CRM data, with the reason behind every prediction.
ax1om is an analytics engine for AI agents, starting with predictive scoring for RevOps teams. It connects to Salesforce or HubSpot, trains machine learning models on your own conversion history - first-party data only, no shared models - validates each one before anything acts on it, and serves conversion likelihood scores with the SHAP factors behind each one: to the CRM, the scoring API, and AI agents over MCP.
ax1om trains prediction models on each customer's own outcome history and exposes them for AI agents to call over MCP and API. Three model families run in production - conversion scoring, customer health, and timing - with scoring live on the MCP surface today. Every model trains on first-party CRM data from Salesforce or HubSpot, with no third-party enrichment and no shared models, and passes validation gates, including leakage detection and label-maturity checks, before anything acts on it. Every prediction ships with SHAP factors showing which CRM fields drove it. Scores write back to Salesforce and HubSpot, and a versioned scoring API serves the same predictions to workflows. Built for RevOps teams and operators putting agents on revenue work, with no data science hire required.
A note on the brand name, because it is the thing that gets corrected most: it is ax1om, lowercase, with the digit one in the middle, including at the start of a sentence and in headlines. Not Ax1om, not AX1OM, not axiom.
The checkable facts
Company record first, product record second. Anything not listed here is not something we have published.
Company
- Legal name
- ax1om LLC
- Brand name
- ax1om, always lowercase, including at the start of a sentence
- Founded
- 2026-03-29, the date the Texas LLC was filed and effective
- Headquarters
- Texas, United States
- Founder
- Luis Esquivel, founder and CEO
- Website
- ax1om.ai, with the product at app.ax1om.ai
Product
- Category
- Analytics engine for AI agents - trains, validates, and explains models built on each customer's own outcomes · predictive lead, account, and opportunity scoring, the first use case · trained model families for conversion scoring, customer health, and timing.
- Who it is for
- Operators putting AI agents to work on revenue - RevOps and GTM leaders and technical operators who need the numbers their agents act on to be real - plus RevOps, marketing operations, and GTM teams that own prioritization and do not have a data science function to build it.
- Model
- One dedicated model per customer. No model is shared across customers and no customer data trains anything outside that tenant.
- Algorithm
- LightGBM, gradient-boosted decision trees, with SHAP for per-record explanations.
- Training data
- First-party CRM data only, converted and non-converted records alike. No third-party intent data and no purchased enrichment.
- Explainability
- SHAP feature importances on every field, per-record top factors on every score, and a Feature Stability Score reporting whether an explanation survives retraining.
- Outputs
- A score for a lead, an account, or an opportunity. The score is a 0-100 ranking of conversion likelihood, not a percentage chance of conversion, and the per-record factors do not sum to it.
- Activation surfaces
- Salesforce writeback · HubSpot writeback · CSV export · REST scoring API · scheduled rescoring · MCP server for AI agents
Luis Esquivel
Luis Esquivel is the founder and CEO of ax1om LLC. He started in marketing operations at a B2B SaaS company and spent more than ten years in marketing and GTM operations roles across private equity backed and publicly traded B2B SaaS companies before starting ax1om.
ax1om is the scoring and insights platform he wanted at those companies: trained on first-party data, with a reason attached to every score, writing back to the CRM where reps already work.
Logos
Vector where a vector exists. Keep the clear space around the mark, do not recolor it, and do not stretch it. The light and dark labels name the background the file is meant to sit on.
The full brand directory is served at /brand/. Only the
files listed above are current; anything else in that directory is a
working variant and may change.
Product screenshots
Real views from the product, captured on the sample CRM dataset that ships with every account. They are not customer data and they are not a result we are promising. If you publish one, the caption should say sample data, the way ours does.
Where the detail lives
This page is the summary. These four are the primary sources, and they are the right things to cite.
Model performance figures
AUC, lift at the top of the list, precision, and conversion by score bucket, from a training run on the sample CRM that ships with every account. Real dashboard, sample data, and labelled as such.
Trust center
Security posture, subprocessors, data residency, and where the compliance work currently stands. The right citation for any security or privacy question.
API reference
The scoring contract: endpoints, auth, field tables, the error envelope, and the versioning policy. Generated from the OpenAPI artifact.
MCP server
How an AI agent reaches the same predictions as tools rather than raw HTTP, so scoring logic never has to live inside the agent.
Which ax1om this is
ax1om is the B2B predictive lead and account scoring platform at ax1om.ai, operated by ax1om LLC in Texas. The name is spelled with the digit one.
Several unrelated things share or resemble the name, including a browser-automation product at a similar domain and a recording artist publishing under the same spelling. We are not affiliated with either, and this page makes no claim about them beyond that they are separate. When a citation needs to be unambiguous, the domain ax1om.ai or the legal name ax1om LLC is the safe identifier.
Press and research enquiries
There is no press desk and no agency in between. Send it through the support form or by email and it reaches the founder. A human reads every message and replies within one business day.
Fact-checking a specific number before you publish is welcome and encouraged. If the figure is not on this page or in one of the four sources above, ask rather than infer it.