Ibex Medical Analytics vs Indica Labs HALO AI
HALO AI is a research add-on, while Ibex Prostate Detect is a diagnostic device with FDA clearance K241232 from January 2025. A pathology department with a digital scanner workflow that wants a second read on prostate biopsies is Ibex's buyer, and the company offers an open API to scanners, image management and LIS. Its breast and gastric products are research use only in the US, by the vendor's statement. Ibex's products target breast, prostate and gastric tissue, which leaves a pharma group tuning classifiers on fluorescence slides better served by HALO AI, where segmentation, classification and phenotyping are tuned by example. Indica's FDA-cleared product is HALO AP Dx, a case-management viewer cleared with the Aperio GT 450 DX and the Hamamatsu NanoZoomer S360MD. HALO Prostate AI is CE-IVD marked with no US submission known, so a US lab cannot count on Indica for cleared prostate AI.
Pathology · Reviewed November 1, 2026

Ibex Medical Analytics
by Ibex
AI pathology software for prostate, breast and gastric cancer. One US FDA 510(k) clearance, for prostate.

Indica Labs HALO AI
by Indica Labs
HALO image analysis and AI for pathology research, plus HALO AP Dx (FDA-cleared) and HALO Prostate AI (CE-IVD) for clinical use.
When to pick each one
Ibex Medical Analytics
- FDA 510(k) K241232 for Ibex Prostate Detect
- Prostate, breast and gastric AI on one platform
- Open API to scanners, image management and LIS
Indica Labs HALO AI
- HALO AP Dx cleared with two named scanners
- HALO AI trains classifiers by example
- Segmentation and phenotyping for fluorescence slides
Score
Each row shows points earned of points available under the published rubric.
Ibex Medical Analytics
33of 100
Indica Labs HALO AI
33of 100
| Dimension | Ibex Medical Analytics | Indica Labs HALO AI | Difference |
|---|---|---|---|
| FDA clearance | 18 / 18 | 18 / 18 | 0 |
| HIPAA / SOC2 / BAA | 0 / 10 | 0 / 10 | 0 |
| EHR integrations (count) | 0 / 4.2 | 0 / 4.2 | 0 |
| Top-3 EHR coverage (Epic / Oracle / Athena) | 0 / 2.4 | 0 / 2.4 | 0 |
| Peer-reviewed papers | 0 / 21 | 0 / 21 | 0 |
| RCT / meta-analysis / systematic review | 0 / 7.8 | 0 / 7.8 | 0 |
| Funding & adoption signal | 8.4 / 12 | 8.4 / 12 | 0 |
| Pricing transparency | 2.5 / 5 | 2.5 / 5 | 0 |
| Years in market | 0 / 6 | 0 / 6 | 0 |
Scroll horizontally to see every column.
Pricing
Ibex Medical Analytics
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. Sold to laboratories and health systems on enterprise contracts. |
Indica Labs HALO AI
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. |
Evidence
Ibex Medical Analytics
FDA decisions
K241232 (opens in new tab)510(k)2025-01-24
Galen Second Read (Ibex Prostate Detect)
Indica Labs HALO AI
FDA decisions
K252762 (opens in new tab)510(k)2025-11-25
HALO AP Dx
K232833 (opens in new tab)510(k)2024-05-07
HALO AP Dx
Compliance and integrations
Documented from each vendor’s own pages.
| Spec | Ibex Medical Analytics | Indica Labs HALO AI |
|---|---|---|
| Free tier | ||
| HIPAA | ||
| SOC 2 Type II | ||
| EHR integrations | Not specified | Not specified |
| Founded | n/a | n/a |
| HQ | IL | n/a |
Scroll horizontally to see both columns.
Common questions
Open the full pathology comparison
Digital pathology workflows with FDA-cleared cancer detection (prostate, breast, colon), IHC scoring (HER2, Ki67), and AI-powered image management. Tempus, PathAI, Proscia dominate.
