Private AI. Owned intelligence. Built-in compliance.

AI that your organization owns.

Vector runs open-weight models like Gemma on your own hardware, even fully air-gapped. It learns from your documents, becomes your own model, and shows every rule you must follow in every country and state you operate in.

No external AI API Runs on your servers Swap models any time
Pulse Emergency HospitalOn site
Internal AI
pulse-assistant:v2
Built fromGemma
Knows13 documents
Learnedapproved examples
Physical AI
On-site server
RuntimeOllama, local
NetworkAir-gapped
Cloud calls0
Within how many hours must a cyber incident be reported to CERT-In?
Compliance · national and state rules
Data protection lawEvidenced
Cyber incident reportingEvidenced
State registration renewalIn progress
Deployed and running inside
MIT-WPUEducation · 27,000 students
Shri Ram College of CommerceEducation · University of Mumbai
Illuminati HumanistaLaw
Pulse Emergency HospitalHealthcare · Mumbai
What happens inside

Raw in. Owned intelligence out.

Scanned files, records, policies and rule books go in as they are. Cited answers, drafts and audit-ready compliance come out, from a machine that never talks to the internet.

scanned PDF EMR export rule book contract Vectoron-site · air-gapped ✓ cited answer ✓ drafted summary ✓ compliance report ✓ audit block hashed
Clean out ↙Cited answers, drafts for review, compliance status and reports, every step hashed.
↗ Raw inScans, exports, policies, circulars, contracts, rule books. Untagged, unstructured, as they are.
Why it matters

The most valuable data never leaves the building. Now the AI doesn't either.

32,000+
students served by Vector deployments in education
$320,000+
in payments processed through this system
3
industries in production: education, law and healthcare
Your personal AI

Two kinds of AI. Both yours.

Every organization gets an internal AI that knows its work, running on physical AI it controls: a machine inside its own building.

Internal AI

Your own model, built on open weights and shaped by your documents, your approved answers and your rules.

  • Answers from your policies, with citations
  • Fine-tuned on approved examples from your work
  • Evaluated on your own test questions before it goes live
  • Applications beyond chat: drafting, redaction, review, triage

Physical AI

The hardware your AI runs on, inside your walls: a laptop for a demo, a server room for production, GPUs when you need them.

  • Ollama runtime on site, works fully air-gapped
  • Gemma by default, with the choice to add more models
  • Models, data, prompts and logs never leave the machine
  • Every action written to a tamper-evident audit chain
gemma3llamaqwenmistralphi+ your own
Inside your boundary · illustrativeair-gapped · 0 B egress
CUSTOMER BOUNDARY NO EXTERNAL EGRESS EXTERNAL AI APIS BLOCKED DOCUMENTSINDEXGEMMA · OLLAMAEVALSASSISTANT + APPSCOMPLIANCEAUDIT CHAIN
  • 10:04Gemma answered a staff question with 2 citations
  • 09:58Access policy blocked a retrieval outside the user's department
  • 09:41Document index updated: 13 policies
Step by step

From documents to your own model.

01

Install on your hardware

Vector and Ollama run on a machine you own. No cloud account, no outbound connection.

02

Select documents

Upload policies and procedures, tag them by department, and choose which ones the AI answers from and learns from.

03

Choose models

Start with Gemma. Add or swap open-weight models as they improve; nothing is locked in.

04

Fine-tune

Your model drafts examples from your documents, people approve them, and a new version of your own model is built and evaluated.

05

Chat and applications

Staff get cited answers and task-specific applications, each with a clear rule for who reviews the output.

06

Compliance and reports

See readiness by country and state, the probable loss if a rule is ignored, assign the work and print the report.

Service areas

Totally personalized AI for hospitals, on their own hardware.

Patient data stays inside the hospital network. One private platform serves clinical, operations, billing, compliance and research teams, with role-based access, audit logs and human approval where it matters.

Built-in compliance

Every rule that applies to you, layer by layer, and what it costs to ignore it.

Choose your service area and where you operate. Vector already knows the rules: international standards, national law, state or provincial law, local and board rules, and your own policies. It checks every document against them, shows what is done and what is pending, and estimates the probable loss if a rule is not complied with.

01Rules predefinedEverything your area and places require, already loaded.
02Run the checkOne button reads every uploaded document and every value entered. Checks differ by industry.
03Done and pendingPer rule: what is met, what is missing, what has expired.
04Assign what is neededDocuments, numbers and dates become tasks for the right team.
05Provided, re-checked, hashedEach input updates compliance at once and lands in the audit chain.
Compliance check · example
Hospital
Checking documents…
0%

Probable loss is an illustrative model (exposure estimate × likelihood by status) built from statutory figures, meant to be replaced with your own estimates. Rule lists are a starting set to confirm with counsel; you add your own. Examples in small text show how a layer looks in one place; the same structure applies wherever you operate. Each industry has its own checks, and results depend on the documents each organization uploads.

The platform

Six things every deployment gets.

01

Private by architecture

Models, documents, prompts and answers stay on your hardware. Air-gapped installs are supported.

02

Owned intelligence

Evaluations, training data and model versions are yours, built from your work and portable.

03

Model freedom

Gemma today, any open-weight model tomorrow. Change models without changing your workflows.

04

Compliance built in

Obligations by industry and place, evidence, tasks, probable loss and printable reports.

05

Tamper-evident audit

Every action is a block in a SHA-256 hash chain, written in plain sentences: who did what, when.

06

Access that follows roles

Departments, roles and permissions decide who sees which documents and which AI answers.

Get started

Bring one workflow. See it running on your own hardware.

A 30-minute session with the Vector team, built around your environment and your rules.

Company

Intelligence you own.

Vector builds the infrastructure for organizations to own their AI: deployed on hardware they control, connected to their knowledge, adapted to their work and compliant with the rules of every place they operate.

Customers

Already deployed inside the walls.

Every deployment runs on the customer's own servers with open-weight models, and no request goes to an external AI API. Compliance checks differ by industry and are run against each customer's own uploaded documents.

MIT-WPU
DeployedEducation · Pune

MIT World Peace University

27,000students
700faculty
$320k+payments
QS Reimagine award · AI student score checkerExams and convocationAccreditation and compliance audit from internal documentsNational, state and university rulesGemma 4 fine-tuned on private data · university servers
Shri Ram College of Commerce
DeployedEducation · University of Mumbai

Shri Ram College of Commerce

5,000students
138faculty
AI student evaluatorCompliance checks: university, state and national rulesOn college servers
Illuminati Humanista
DeployedLaw · Partner firm

Illuminati Humanista

Agentic case researchAI scheduling and draftingCompliance agent: local and national rulesEntire system on the firm's servers
Pulse Emergency Hospital
DeployedHealthcare · Mumbai

Pulse Emergency Hospital Pvt Ltd

Compliance audit check from uploaded documentsClinical, billing and privacy assistantsNational and state rules · hospital servers
In their words

What our customers say.

“
Vector built and runs our examination and convocation systems on the university’s own servers, and they’ve handled our students’ payments without a hitch. Their AI evaluation tool and document-based NAAC compliance checks have changed how our offices prepare for accreditation. What matters most to us is that student data never leaves the campus.
RegistrarMIT World Peace University
“
We needed AI that understood University of Mumbai and national education rules, not a generic chatbot. Vector checks our documents against those rules and tells us exactly what is pending and who owns it. Their student evaluator has also saved our faculty real time. It was set up on our premises with very little effort from our side.
Vice PrincipalShri Ram College of Commerce
“
Client confidentiality is non-negotiable for a law firm, so cloud AI was never an option for us. Vector built our entire system in-house, with agents for research, scheduling, drafting and compliance, and it runs inside our office. We’re testing it internally now, and it already covers work that used to take hours.
Pipli DattaVice President, Illuminati Humanista
“
Running an emergency hospital in Mumbai means a long list of national and state compliance requirements. Vector checks our documents against all of them, assigns the gaps to our staff, and keeps a tamper-proof record of every step. Patient data stays inside the hospital, which is what made this possible for us.
Nishant RajDirector, Pulse Emergency Hospital
Team

The people behind Vector.

Mentor
Prof. (Dr.) Veera Bhaskar

Prof. (Dr.) Veera Bhaskar

MENTOR · ACADEMIC AND EDUCATION SERVICES

25+ years in academic governance, examination reform and accreditation. NAAC Assessor, AICTE member and quality controller for SWAYAM/NPTEL; 75+ publications, chapters and patents; Rajiv Gandhi Gold Medal; shortlisted for the QS Reimagine Education Award.

Developers
Suryansh Talukdar

Suryansh Talukdar

DEVELOPER
Nagababu Molleti

Nagababu Molleti

DEVELOPER

Want your AI inside your own walls?

Book a demo

See your AI running on your hardware.

A 30-minute session: we walk through documents, models, fine-tuning, internal chat and compliance for the places you operate, then scope your first deployment.

  • Bring one workflow you want to automate
  • Tell us where you operate; we bring the rules
  • Leave with a plan for a private deployment

Book a virtual meeting

Pick a time that suits you. Calendly sends a confirmation and a calendar invite.

Calendar not showing? Open the booking page.