cer·ne·reLatin, verb: to sift, to separate, to discern

Separate the signal
from the noise.

Cernere AI designs and deploys secure agentic workflows (RAG, automation, and document intelligence) engineered for reliability and delivered where your data lives. On-prem, private cloud, or hosted.

Dallas, Texas · 32.78°N, 96.80°WSenior-led · Independent · Secure by defaultScroll

Most AI initiatives fail in the gap between an impressive demo and a dependable system. We work in that gap. No moonshots, no vendor lock-in, no black boxes: just automation that survives contact with your real operations.

On-premDeployment-first design
ZeroVendor lock-in
100%Documented & handed over

Six capabilities.
One standard: it runs.

All services

A process built on
discernment.

01
Discern

We audit your workflows and data to find where automation actually pays, and tell you plainly where it doesn’t. No proposal padding.

02
Design

Architecture, data boundaries, controls, and failure modes, specified before a line of code ships. You approve the blueprint.

03
Deploy

Containerized, documented systems delivered where your data lives. On-prem, private cloud, or hosted: your call, not ours.

04
Operate

Monitoring, iteration, and a real handover. Your team can run, audit, and extend the system without us in the room.

Regulated, operational,
and underserved.

We specialize in industries where “move fast and break things” is a liability, not a strategy.

01
Insurance
Claims, renewals, underwriting ops
02
Healthcare & Life Sciences
Documentation, intake, compliance
03
Legal & Compliance
Research, review, audit trails
04
Financial Services
Reporting, reconciliation, controls
05
Operations & Logistics
Intake, routing, exception handling
06
Government & Public Sector
Records, FOIA, citizen services

Principles that survive
the engagement.

01
Your data stays yours

We design for on-prem and private deployment first. Your documents never become someone else’s training set.

02
Reliability over spectacle

A boring system that runs every night beats an impressive demo that runs once. We optimize for the former.

03
Humans stay in the loop

Automation should remove bottlenecks, not judgment. Every system we ship has review queues and override paths.

04
Everything documented

Architecture diagrams, runbooks, audit logs. When the engagement ends, your team owns the system, fully.

Tell us your biggest bottleneck.

Whether you're evaluating AI for the first time or replacing a tool that over-promised, we'll tell you what's actually possible, and what isn't worth building.

01You write. We reply within one business day.
02A 30-minute scoping call: no pitch deck, no pressure.
03A written assessment: what to build, what to skip.
[email protected]Dallas, Texas

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