01
Mass tort & complex litigation
Trust distribution procedures, claim qualification, deficiency review across millions of privileged pages.
Sovereign enterprise AI
Every regulated workflow on one sovereign data foundation.
GNiS trains an expert model for your industry and deploys it on a private instance inside your perimeter. Frontier capability on your documents and data — which never leave.
gnis://perimeter — private instancelive
- 09:41:02classify — privileged case file, 812 pp.in-perimeter
- 09:41:02route → gnis-legal-7b · private instancelocal
- 09:41:03retrieve — 41 chunks, tenancy-bound indexlocal
- 09:41:05draft — deficiency notice, citedcomplete
- 09:41:06egress check — outbound payloadblocked
- 09:41:06audit — lineage written to SIEMsealed
- 09:41:07summarize — claim history, 6 yrsin-perimeter
egress boundary0 bytes crossed
Deployed inside regulated enterprises
Meridian Legal GroupCastellan MutualNorthgate HealthArgent FederalBrightline EnergyHalstead & RoePublic Records AuthorityVessel ManufacturingSterling Trust BankCordova Defense Systems
- 0 bytes
- Leave the perimeter
- 11
- Industry-trained model families
- 100%
- Of requests carry an audit lineage
“We had spent two years telling our AI committee that the answer was ‘not yet.’ GNiS was the first architecture where the privileged material never left our tenancy — so the review was about capability, not exposure.”
National plaintiffs’ firm — mass tort
“The models were trained on our own claim files and our own regulatory language. It reads like an examiner who has been here eleven years, not a general assistant guessing at our vocabulary.”
Top-20 US carrier — insurance
Trained for your industry. Not adapted to it.
Each industry gets its own corpus, its own evaluation set, and its own deployed instance. The vocabulary, the document types, and the failure modes are the ones your teams actually face.
02
Insurance
Claim adjudication, policy interpretation and regulatory correspondence in the carrier’s own language.
03
Healthcare systems
Clinical documentation and prior authorization under HIPAA, without records leaving the network.
04
Banking & capital markets
Credit memoranda, KYC files and supervisory response, with model risk documentation built in.
05
Public sector
Records requests, casework and benefits adjudication in CJIS and FedRAMP-aligned environments.
06
Energy & utilities
Compliance filings, outage forensics and asset records across OT and IT boundaries.
07
Defense & intelligence
Air-gapped deployment for classified corpora, with no external dependency at inference time.
08
Advanced manufacturing
Quality records, supplier documentation and change control under ITAR and export constraints.
Don’t see your industry? We build new residencies on request. Reach out.
The GNiS Industry Residency
Expert models, trained the way your industry trains its own people: on the real corpus, under supervision, against a bar someone signs their name to.
We ingest the corpus your experts actually work from.
Matter files, claim histories, regulatory correspondence, engineering records — read in place, indexed inside your perimeter, never copied out for training.
- Ingest runs entirely on your hardware, in your VPC or data center.
- Document-native: filings, contracts, imaging reports, telemetry logs.
- Retention and deletion follow your existing records policy, not ours.
Ingest — active tenancy
- source_systems
- 14 connected
- documents_indexed
- 4.28M
- egress_events
- 0
- classification
- inherited
- residency
- on-premise
The platform
AI built for your operating model, deployed on your side of the line.
Define
We map the highest-leverage workflows in your operation and specify what an expert model must do to earn a seat in them.
Talk to us- Workflow audit
- Where expert time is consumed and where it compounds.
- Data map
- What exists, where it lives, what may never move.
- Success bar
- Written with your specialists, not proposed to them.
- Scope
- One workflow to production before breadth.
Enterprise-grade control meets the systems you already run.
SOC 2 Type II, HIPAA, GDPR, CJIS and FedRAMP-aligned deployments. GNiS installs beside your existing document, matter and records systems — inside the same network boundary.
iManageRelativitySharePointEpicGuidewireSalesforceSnowflakeNetDocumentsSAPServiceNowDatabricksSplunk
Rigorously validated. Privately deployed.
- 6 weeks
- Median time to first production instance
- 94%
- Of routed tasks resolved without escalation
- Air-gap
- Supported, including classified environments
Tier 1
On-premise
GNiS installs on the GPUs you already own. Nothing traverses your firewall — inbound or out.
Tier 2
Private cloud
Single-tenant instance in your own cloud account. Your keys, your VPC, your logging.
Tier 3
Air-gapped
Fully disconnected operation with offline model and policy updates delivered on physical media.
Get the latest insights.
Explore insights →Architecture
Why the perimeter is the product
Every architecture that ships data out for inference is a residency decision made by an engineer, not a regulator.
Method
What an industry residency actually costs
A candid account of the corpus work behind a model that reads like an eleven-year veteran.
Governance
Audit lineage as a first-class output
If a request cannot be reconstructed after the fact, it should not have been served.