The Oximy Engine
AI adoption engineered for precision, depth, and proof.
The Oximy Engine connects to your infrastructure, reads behavioral signals across 6,500+ AI tools, and runs a continuous loop of detection, intervention, and measurement.
Connectors
Oximy connects to what you already run. Three deployment layers give the engine visibility into identity, network traffic, and business systems. Each connector unlocks a deeper level of intelligence.
Zero-friction deployment. Startups install a Mac/Windows app in 60 seconds. Enterprises integrate through their existing identity providers and security infrastructure. No new agents on every endpoint. No browser extensions.
Microsoft
Google
Zscaler
Palo Alto
Netskope
CrowdStrike
F5
Checkpoint
Salesforce
ServiceNowIdentity provider integration
Connect through Microsoft Entra ID or Google Workspace. Maps your org chart instantly. Knows who's in engineering, sales, legal, and product without a CSV upload.
Network & security infrastructure
Integrate with Zscaler, Palo Alto, Netskope, CrowdStrike, F5, or Checkpoint. The engine reads network traffic patterns to detect AI tool usage across the entire org.
Business system connectors
Salesforce and ServiceNow integrations pipe AI usage data into existing workflows. ITSM tickets, compliance dashboards, executive reports.
Lightweight agent (Mac/Windows app)
For startups and small teams. Download, install, see everything in 60 seconds. No IT involvement. No MDM required.
Behavioral Signals
Once connected, the engine observes AI tool usage across the entire organization. Not just one vendor's ecosystem. All 6,500+ AI tools. Who's using what, how often, for what kinds of tasks, in what patterns.
The engine never starts cold. Professional intelligence from 800 million profiles enables instant team mapping and role-specific inference before observing a single AI session.
Detecting 6,500+ tools including
Network-layer tool detection
Detects usage of 6,500+ AI tools by reading traffic patterns. No browser extensions. No API keys. Sees everything your employees use.
Instant team mapping
Professional intelligence reconstructs your org chart without SSO or manual uploads. Mapped by role, department, and seniority in under 60 seconds.
Jobs-to-be-done inference
From job title, seniority, and industry, the engine infers each person's specific tasks. A Senior Financial Analyst does predictable things. The engine knows before day one.
AI Opportunity Assessment
Scores every job to be done by automatability. Generates a complete assessment on day zero. What consultants charge six figures to produce manually, Oximy generates in 5 minutes.
Cross-company intelligence
As the installed base grows, the engine benchmarks by role across all customers. Each new customer makes the engine smarter for everyone. A true data network effect.
The Sidekick
The Sidekick is the Act layer. It takes behavioral intelligence and uses it to actively drive adoption, efficiency, and skill development across the org. Not reporting. Intervention. It does things.
Four intervention types, sequenced by data maturity. Tool Steering ships first with existing network data. Workflow Discovery follows with customer density. Coaching and Friction Detection add sophistication over time.
Intelligent Tool Steering
When someone uses a suboptimal tool, the Sidekick intervenes in real time. It sees both demand (what they're doing) and supply (what the org pays for). "Your org has Cursor for this. Engineers who switched saw 3x faster debugging."
Workflow Discovery & Distribution
Finds high-performing AI workflows built organically by pockets of employees. Packages them. Distributes to similar roles. "Your London legal team found an AI workflow for contract review. Try it."
Personalized AI Coaching
Micro-coaching based on actual usage patterns. Knows what the individual does, what good looks like for their role, and the gap. "Marketers using AI for audience research save 6 hrs/week. Here's a 3-minute setup."
Friction Detection & Removal
Spots struggling employees. High abandonment, repeated attempts, rapid tool-switching. Intervenes with specific fixes. "This document is too long for ChatGPT. Try Claude with this approach instead."
The Loop
Oximy owns the entire measurement loop. Observe the before state. Perform the intervention. Observe the after state. Calculate the delta. The causal chain is never broken.
This is why Oximy can prove ROI and nobody else can. Dashboards measure adoption at a point in time. Oximy measures the impact of each specific intervention it performed.
Time Savings
Measured from before/after session patterns. Hours recovered per week, attributed to specific Sidekick interventions.
License Optimization
Redundant licenses identified. Unused purchased licenses activated through Tool Steering. Real dollars saved.
Adoption Velocity
Percentage of workforce effectively using AI, tracked over time. Power user density. Acceleration attributed to specific interventions.
Workflow Multiplication
Distinct AI use cases per employee. The compound effect of the loop measured over time.
Salary-calibrated ROI
Every metric grounded in realistic loaded costs by role, seniority, and location. "200 hours saved for legal" also means "$47,000 in value."
Trust & Security
The behavioral data Oximy collects is sensitive by nature. The engine is built with enterprise-grade security at every layer. Your data never trains models. Your employees never see the data source.
Privacy by design
Professional intelligence powers the experience but is never surfaced to the end user. Employees see "AI recommendations for your role." The data infers, it doesn't display.
SOC 2 Type II compliance
Controls for security, availability, and confidentiality. Audited annually by independent third parties.
Data residency options
US, EU, and custom regional hosting. Enterprise customers specify exactly where their data lives.
SSO / SCIM provisioning
Enterprise identity management through standard protocols. Automated provisioning tied to your identity provider.
See the engine in action.
30-minute walkthrough tailored to your stack.