Sample and CoA workflows
Spot what is late, missing or out of pattern across samples, and assemble certificate of analysis drafts from the results already in your LIMS.
Life-sciences AI products / LIMS AI
LIMS AI: AI for your lab workflows and the LIMS you already run.
LIMS AI by TheoSym helps your lab find data faster, keep samples and certificates of analysis moving, and walk into audits prepared, without replacing your LIMS.
Updated September 2026 · By Dr. Sam Sammane
What it is
An AI LIMS layer, not another LIMS.
Your LIMS holds the data. Getting answers out of it, and turning results into reviewed paperwork, is where the hours go. LIMS AI sits on top of the system you have and handles that information work with your team.
You keep your existing LIMS as the system of record. LIMS AI reads from it, drafts, summarizes and flags, and your people review and approve.
What it helps with
Less time on records. More time on results.
Ask your lab data
Find results, trends and records by asking in plain language instead of building another report.
Audit readiness and data integrity
Pull together the evidence an auditor asks for, and flag gaps in records, sign-offs and audit trails before they become findings.
Method validation, calibration and training records
Keep supporting records organized and easy to retrieve, with reminders and summaries a reviewer can check.
By lab type
How LIMS AI fits your lab.
LIMS software in pharma
Pharma QC labs live with long release cycles and heavy documentation. LIMS AI helps you move from results to review faster: summarizing test results against specifications, preparing release paperwork drafts, and finding the record behind any number when QA asks.
Contract lab LIMS
Contract and third-party testing labs juggle many clients, methods and turnaround promises. LIMS AI helps you keep sample intake, status updates and CoA preparation moving, and gives your client-facing team quick answers about where a job stands.
LIMS for manufacturing labs
In-plant QC and supplement or food manufacturing labs need results to keep up with production. LIMS AI helps surface trends across batches, flag results that need a second look, and keep lab records ready for GMP audits.
Clinical LIMS
Clinical and diagnostic labs carry high volume and strict traceability. LIMS AI can help your team search records, summarize runs and keep documentation organized, with every output reviewed by qualified staff.
Lab automation software
Where LIMS AI fits in lab automation.
"Lab automation" usually means robots, liquid handlers and scheduling software that move samples. That is valuable, and it is not what LIMS AI does.
LIMS AI automates the information side of the lab: the searching, summarizing, drafting and checking that happens before and after an instrument runs. Many labs get more hours back from that side than from new hardware. New to the topic? Read our guide to lab automation software.
FAQ
LIMS AI questions, answered.
What is LIMS AI?
LIMS AI by TheoSym is an AI layer for lab workflows. It connects to the laboratory information management system you already use and helps your team with samples, results, certificates of analysis, records and audit preparation.
Do I have to replace my LIMS?
No. LIMS AI is designed to work with your existing LIMS rather than force a one-size-fits-all replacement. Your LIMS stays the system of record.
Is LIMS AI lab automation software?
It automates the paperwork and data work around the lab: finding, summarizing, drafting and flagging. It does not run instruments. If you are comparing lab automation software, think of LIMS AI as the part that helps people handle information, not robots handle samples.
Which labs is LIMS AI for?
Pharma QC labs, contract testing labs, manufacturing and supplement labs, and clinical labs that want faster access to their own data and less manual record work.
Who reviews what LIMS AI produces?
Your qualified staff. LIMS AI prepares drafts, summaries and flags; people review and approve results, certificates and records.
How do I get started?
Book 15 minutes with Sam. Tell us which LIMS you run and one workflow that slows your team down, and you will see what LIMS AI could do with it.
Show us the workflow that slows your lab down.
In 15 minutes, tell Sam which LIMS you run and where the hours go. You'll leave knowing what LIMS AI could take off your team's plate.