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Offshore production platform
Subsurface rock strata
Process plant
Field engineer
Applied - agentic AI for energy

Reading the earth,
so you can defend
every decision.

EarthScan builds applied and agentic AI for oil and gas, the subsurface, and the energy transition. Evidence your experts can audit, on infrastructure you control.

Offshore productionThe subsurfaceDownstream and plantsField operations
Focus

We build AI that reads the earth, and stands behind every call it makes.

From raster well logs to reservoir decisions, EarthScan turns subsurface and emissions data into evidence your experts can interrogate, challenge, and sign off. Human in command, from ingest to audit.

Explore our approach
How we help

One decision layer, from the first scan to the final sign-off.

INTERPRET
From raster logs to a defensible interpretation.
Proof, not promises
The archive that used to take weeks now takes an afternoon, and we can show our working on every curve.
Subsurface lead - a major operator in Oman
PetronasShellVermilionCGGIIT
12,000+
Decisions audited
across live client spaces
60%
Interpretation time saved
vs manual workflows
100+
Active client spaces
tenant-isolated by default
8,500+
Wells correlated
and counting
Leaders

Founder-led. Research-deep.

Built within DeepKapha and RealAI, an NVIDIA Inception partner, with an architecture peer-reviewed in the MDPI Journal of Imaging. AI, ML, HPC, geophysics and engineering, under one roof.

Tarry Singh
Tarry Singh
Founder & CEO
Tannistha Maiti
Tannistha Maiti
Senior AI Researcher
Enterprise platform

EarthScan
AI 360°

The decision layer for the subsurface and the energy transition.

Turn subsurface and emissions data into auditable decisions, on a sovereign stack you deploy inside your own estate.

OSDU-friendlyTenant-isolated client spacesSSO via Microsoft Entra ID
earthscan - AI 360°Decision-ready
IngestInterpretDecideAudit
FAULT - 0.94 conf
SECTION 12 - INLINE 2480
Confidence
0.94
Curves vectorised
1,284
Faults flagged
37
POWERED BY HOMINIS AI - ON-PREM
One platform, three decision domains

Whatever the call, the same auditable spine.

01

Interpret the subsurface

Fault detection, seismic facies and log analysis, unified in one interpretable model your team can challenge.

Fault detectionSeismic faciesES Raster Digitizer
02

Decide while the well is still drilling

Real-time correlation and geosteering evidence, before the bit passes the target and the option closes.

Well-to-wellGeosteeringES W2W Correlation
03

Screen the transition before you commit

Geothermal, CCS and renewables site screening on the same auditable decision layer, before the capital is committed.

CCSGeothermalGreenScan
Applied tools, shipping today
Digitizer

ES Raster Digitizer

Scanned raster well logs become clean vector LAS and CSV curves at sub-pixel precision, with a human check at every step. Legacy archives, decoded.

weeks → hours
TURNAROUND
sub-pixel
CURVE PRECISION
Core sample
Trusted by teams at Shell - Vermilion - CGG
Seismic survey
Correlation

ES W2W Correlation

Domain-adaptive neural nets carry fracture and bedding models across wells, so one expert interpretation scales across the whole field, not one log at a time.

well over well
F1 GAINS
8,500+
WELLS CORRELATED
Trusted on live assets

Running where the decisions are highest-stakes.

12,000+
Decisions audited
across live client spaces
60%
Interpretation time saved
vs manual workflows
100+
Active client spaces
tenant-isolated by default
8,500+
Wells correlated
and counting
In their words

They gave us back a decade of well logs we had written off as unusable.

Chief Geoscientist - IOC

The correlation carries across the field. One expert pass now scales.

Subsurface Manager - Vermilion

On-prem was non-negotiable for us. EarthScan runs entirely inside our estate.

Head of Digital - NOC
PetronasShellVermilionCGGIIT
EarthScan Quarterly

The Journal of Subsurface Intelligence.

A quarterly record of applied and agentic AI in energy - peer-reviewed rigour, in a form worth keeping.

2026 - Q2 · Vol 6
The Agentic Control Room
LATEST
2026 - Q1 · Vol 5
Foundation Models Go On-Prem
2025 - Q4 · Vol 4
The Instrumented Refinery
2025 - Q3 · Vol 3
The Offshore Decision
2025 - Q2 · Vol 2
Reading the Legacy Archive
2025 - Q1 · Vol 1
From Weeks to Hours per Well
Sovereign boundary - data never leaves
On-prem / air-gappedNo data egressYour GPUs / HPCBring-your-own-weightsFull audit trail
Platform architecture

One stack. Model to decision.
Inside your firewall.

EarthScan AI 360° is the energy vertical of the Hominis Foundation Stack, the model, the agentic OS, and the applications built on it. Own the whole stack, not a piece of it, and deploy it 100% on your estate.

03APPLICATION
EarthScan AI 360° · Synapsa LXP

The application tier. EarthScan turns subsurface and emissions data into auditable decisions; Synapsa LXP carries the same delivery standard into enterprise learning. Both are powered by Hominis AI.

SubsurfaceEnergy transitionPowered by Hominis AI
EarthScan · RealAI
POWERED BY HOMINIS AI
Get started

Ready to put evidence behind every decision?

Request access to EarthScan AI 360°, or talk to a specialist about deploying the full stack inside your estate.