AI you own, not AI you rent
Custom Private AI
Without the NOISE
Turn your proprietary data, workflows and expertise into secure, production-ready AI, without giving up control of what makes your business unique.
The Market
Regulated businesses want the productivity of AI without giving up control of their data, their decisions or their audit trail.
The market’s default options fail at least one of those tests.
Public models
Your data transits or trains a model you do not control. Counsel, lenders and regulators will not accept it.
Chatbot wrappers
A prompt in, text out. No memory, no workflow, no audit trail.
Build it yourself
Two years and scarce talent before the first model does anything useful.
Global integrators
Enterprise price for a program that starts from a blank page and ends when the budget does.
And while collecting data has gotten easier, understanding it and uncovering linkages is still hard. Governing and monetizing it is even harder.
The Difference
Your competitive advantage isn’t the model. It’s what you build around it.
You cannot subscribe to your own intelligence. 0DB builds the layer that connects it to AI.
Your Business
- Data
- Knowledge
- Processes
- Decisions
- Systems
- Customers
Your Private AI Intelligence Layer
- Context
- Agents
- Workflows
- Memory
- Decision engines
- Governance
Best-Fit AI Models
- Private models
- OpenAI
- Claude
- Mistral
- Future models
Components
Build once. Adapt intelligently. Deploy faster.
0DB builds custom private AI for businesses it partners with: businesses whose data cannot leave their control and whose decisions must stand up to audit. Rather than starting each engagement from a blank repository, we have spent the last several years building and hardening seven reusable AI and data components which we stitch together to bring Custom Private AI Solutions to market faster.
Seven reusable components
- Data Matrix
- Behavioral & Growth AI2 patents
- AI Assessment Automation
- Agentic AI Harness
- Core Tech Libraries1 patent
- Secure Cloud Architecture
- Messaging & Workflow Engine
Stitched together per engagement
Governed harness
memory · guardrails · human approval gates
Custom Private AI Solutions
assembled from the seven components
Working product in under 4 weeks
Production in about 90 days
Four verticals
- V1Fintech
- V2Legal & Compliance
- V3Operations
- V4Human Behavior
01
Data Matrix. Cleanses, deduplicates, masks and serves enterprise data to AI agents.
02
Behavioral AI & growth intelligence. Patented engines for segmentation and prediction (two issued AI patents).
03
AI assessment automation. Encodes expert judgment across hundreds of documents, surfacing relationships and discrepancies.
04
Agentic AI & workflow harness. Privacy-first orchestration of any model, with memory, guardrails and human approval gates.
05
Core technology libraries. Ingestion, identity, notifications and caching (one issued patent).
06
Secure API-first cloud architecture. SOC 2-aligned controls, built into development and deployment.
07
Messaging & workflow engine. SMS, WhatsApp, email, push and in-app channels.
The Four Verticals
Proven in four verticals where correctness and privacy matter most.
V1
Fintech
Payments, lending and transaction infrastructure where every figure must reconcile.
V2
Legal & Compliance
Assessments, diligence and regulatory workflows that must stand up to audit.
V3
Operations
Multi-site and field operations where traceability and chain of custody matter.
V4
Human Behavior
Patented segmentation and prediction that reads engagement, intent and growth.
Components that work across verticals
Because the same seven components underpin every vertical, agents work together across them: a financial forensic AI agent works with legal and operations AI agents to understand a distressed business and create a turnaround or bankruptcy plan.
Under 4 weeks
to a working product
About 90 days
to production
Built for businesses where the regulator sets the bar
What It Means
Five commitments, written into the architecture rather than promised in a policy.
Private by Design
Your tenancy or ours. No data egress. Your data never trains or transits a public model.
Deterministic Where It Matters
Scoring and workflows run as code. The model drafts and explains; it does not decide.
Audited End to End
Every AI action badged, every figure source-linked, every material decision human-approved.
Model-Flexible and Yours
A private model, OpenAI, Claude or Mistral behind one harness, swappable without re-platforming.
Built to Operate, Not to Demo
Monitoring, auto-scaling and a team that has run twelve production systems.
0DB’s Data Matrix
AI agents are only as smart as the data underneath them.
Every build starts with Data Matrix: discovery, cleansing, governance and protection of the data the AI will use, so the outputs can be trusted and audited. Also available on its own.
Proof
Built in the real world. Reused across industries.
Under 4 weeks
Complex decision intelligence
A working product in under four weeks, adapted from an existing compliance and assessment engine.
6 months
AI platform in six months
Delivered in about six months; the partner had estimated two-plus years and $3M+ to build internally.
PCI-DSS · SOC 2 Type II
Regulated payments
An EV charging payments platform created by extending a proven transaction core, not rebuilding it.
How We Work
From business problem to production AI.
01
Discover
02
Architect
03
Accelerate
04
Build
05
Govern
06
Scale
What could AI do if it were built around your business?
Bring one expert process that depends on documents, rules and judgment, and the list of data that can never leave your control. We will show you the harness running in a live deployment.
The first step is a four to eight week Private AI Assessment: fixed fee, credited against the build if you proceed within 90 days. You own the report and the architecture blueprint.