Dynamic Ontology Engine
Structures enterprise knowledge into a shared system of context that eliminates AI hallucinations at the source so every model, agent, and workflow operates with the same understanding.
Arbor Platform
The Orchestration Layer
Enterprise AI Actually Needs
Arbor is the platform that connects models, agents, and enterprise systems into a single operational layer where decisions are coordinated, workflows are executed, and systems run as one at scale.
8 IQs
Pre-built vertical Super Agents ready for deployment
100%
Model agnostic across any LLM stack
6 weeks
Average time to first production system
Arbor
The AISystems of Work Platform
Arbor ensures AI systems reason within enterprise reality. It structures how knowledge, policy, and intelligence interact before any action is executed powering a new class of enterprise AI: deterministic, auditable, and infinitely expandable across business functions.
Model Agnostic
Works with OpenAI, Anthropic, Google, Amazon, LLaMA 4, and any frontier or proprietary model.
Deterministic Reasoning
Applies rules, constraints, and validation to every decision ensuring workflows execute consistently and can be trusted in production.
IQ Super Agents
Executes domain workflows via purpose-built systems deployed on your data and integrated into your enterprise systems in weeks.
Platform Architecture
Enterprise AI Factory
Arbor is a full-stack enterprise AI platform that integrates any model or data source, by applying hybrid reasoning through a layered intelligence stack from governance at the base to Super Agents at the surface.
HOW IT WORKS
From first system to enterprise-wide execution
ConceptVines delivers ready-to-deploy systems of work in weeks using a scalable four-step process that builds yourontology once and then expands across every function.
01
AI strategy & ontology
design
Our consulting team maps
your domain across entities,
relationships, rules into a
dynamic knowledge graph
that becomes the AI brain of
your enterprise.
02
Land with an IQ super
agent
We deploy your first vertical IQ
agent in 4–6 weeks. Real data,
real workflows, real ROI. Live in
production, not just a Proof of
Concept.
03
Expand across the
enterprise
The same ontology powers
every new IQ agent
deployment. Each expansion
is faster and cheaper than the
last, compounding your
return continuously.
04
Arbor becomes your
AI OS
Over 12–24 months, Arbor becomes the
intelligence layer across your
entire organization deployed
as a multi-year strategic
platform, not a tool.
Why ConceptVines
The differentiation that actually matters
We're not another AI tool. We're the infrastructure layer that makes every AI tool in your enterprise work together,deterministically.
Model Agnostic
Arbor is not tied to any single model ecosystem. You can switch across frontier or proprietary models as the landscape evolves, while your ontology, which encodes your enterprise logic, remains stable and continues to compound.
Consulting-Led Speed
IQ Super Agents are deployed in 6 weeks, not 12 months. Our forward-deployed engineering teams work inside your environment, aligning systems to real data and workflows, and stay accountable until they run in production.
Ontology-First Architecture
Every competitor builds around models. We build around knowledge. That's why our agents don't hallucinate, don't re-train constantly, and don't face model obsolescence risk.
Pre-Built IQ Catalog
Arbor includes a growing library of vertical IQ Super Agents — SalesIQ, HealthIQ, RegIQ, and more — designed to execute real workflows on your enterprise data, reducing time to deployment significantly.
Sovereign Capability
Air-gapped, DoD IL5/IL6-capable deployments for defense, intelligence, and regulated finance. Available where no cloud AI vendor can go.
Land & Expand Economics
Every initial IQ engagement expands into the full Arbor platform. One ontology. Unlimited IQ agents. Multi-year, multi-million dollar contracts that compound.
Arbor IQS
Intelligence applications built for real
enterprise work
Five integrated practices that take an enterprise from AI strategy to production agentic systems
SalesIQ
Faster proposals, higher win rates
and disciplined pricing
SalesIQ converts pricing rules,contracts, CRM data, andproposal logic into a governedrevenue system. It guides dealdesign, enforces commercialguardrails, and prioritizesopportunities while keepingevery decision explainable.
DataIQ
Early anomaly detection and data
integrity
DataIQ identifies anomaliesacross enterprise systems andexplains their root cause. Builton ontology-driven validation, itautomates data integritychecks and reducesdependency on SME-driveninvestigations.
RegIQ
Preventive compliance and faster
regulatory analysis
RegIQ embeds regulatory logicdirectly into enterpriseworkflows. Policies are enforcedbefore actions occur, while AIassists interpretation withindefined compliance guardrails.
ServiceIQ
Structured case resolution and
service decision intelligence
ServiceIQ transforms casemanagement into structureddecision intelligence. Ontology-driven case modeling anddeterministic policy guardrailsensure consistent resolutionacross high-volume serviceoperations.
LogisticsIQ
Predictive supply chain visibility
and compliance enforcement
LogisticsIQ models supplynetworks across suppliers,materials, and regulatoryconstraints. It detectsdisruptions early and enforcescompliance requirementsacross complex logisticsoperations.
LearnIQ
Continuous ability development
aligned with deployed AI systems
LearnIQ turns capabilitydevelopment into a structuredintelligence system. Skillgraphs, orchestrationsandboxes, and ontology-driven knowledge models allowhumans and agents to evolvetogether.
PharmaIQ
Lifecycle intelligence for pharma-
covigilance and regulatory science
PharmaIQ embedspharmacovigilance, clinical triallogic, and regulatory rules intoa unified execution framework.AI augments signal detectionand submission workflowswhile deterministic guardrailsenforce safety and compliance.
HealthIQ
Clinical and operational intelligence
for healthcare systems.
HealthIQ connects clinical,operational, and patient datainto a unified intelligence layergrounded in healthcareontologies. AI aids clinical &operational decisions whiledeterministic guardrailsenforce regulations and patientsafety.
Want to see
Arbor in action?
Live deployment walkthrough on your industry use case in under 30 minutes.
