Includo Enterprise AI

Your enterprise AI spend deserves Measurable Outcomes.

Unlock ROI from your AI investments.

Execute on

Anywhere.

One Agentic AI System.

Measurable Business Value.

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FULCRUM

AI Use Case Execution

Discover, design, orchestrate, and execute enterprise AI use cases.

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BULLION

Financial Value & Ops

Measure cost, ROI, FinOps, FinEng, and overall financial performance.

Turn AI Execution into Measurable Business Value

Bullion Telemetry & Yield Engine

Bullion by Includo

The Gold Standard for AI ROI

The Gold Standard for AI ROI.

Links cloud and token spend to enterprise outcomes.

Explore Bullion →Live OS

Decision Engineering & Execution Layer

FULCRUM Execution Blanket

Our embedded engineering teams deploy custom ontologies across Marketing, Product, Supply Chain, and Finance.

4–6 Wks

Pinpoint Wedge

600+

Cross-Silo Actions

Whole > ∑ Parts

Gestalt Leverage

Execution Playbook →Ontology Sandbox

Cross-Silo Decision Leverage

Includo Serves Across The AI Value Chain.

STEP 1

Data Collection

Aggregating inputs across Computer Vision, text, and Physical AI telemetry.

Fault-tolerant pipelines to ingest unstructured data at scale.

STEP 2

Synthetic Data

Generating simulated datasets for edge cases and privacy compliance.

Generative pipelines to augment ground truth safely.

STEP 3

Benchmarking

Expert benchmarking and dataset quality scoring.

Specialized SMEs annotate domain-specific datasets.

STEP 4

Model Alignment

Fine-tuning foundational models for enterprise use cases.

RLHF and custom architectures aligned to business logic.

STEP 5

AI Evals

A/B testing, hallucination detection, and guardrail validation.

Automated evaluation suites for production safety.

STEP 6

Action

Deploying intelligence directly into workflows.

Wires models directly into ERP, CRM, and frontline tools.

Core Capabilities.

Foundation

Ontology & Data Fabric

Includo translates physical operations into semantic digital twins and maps data into an interconnected graph.

CatalogingGraph DBs

Orchestration

Agentic Orchestration

Deploy specialized AI agents directly into decision flows where operators collaborate.

Decision Engineering

Continuous Learning

Data Foundation.

Domain Benchmarking

RLHF & Alignment

Trust Layer

Rigor via Evals.

Hallucination Detection
Adversarial Red-Teaming
Shadow A/B Deployment

The Enterprise Brain.

Data Fabric

Knowledge Graph

Decision Layer

Execution at Scale.

Founder-Led Delivery

Embedded Engineering

Modular Scope

Outcome Accountability

Silicon Valley Network