Inferr.ing
A managed collection of production-ready Inference Apps—targeted AI solutions built on enterprise-grade infrastructure, deployed and supported by Polyrific.
What Is Inferr.ing?
Inferr.ing is our Enterprise Solution Engine (ESE): a managed system for deploying and operating a growing collection of production-ready Inference Apps that solve specific business workflows.
Like CRM and ERP, an ESE becomes more valuable as you expand it across workflows—without replatforming.
Every Inference App runs on our Catalyst Runtime, which handles LLM orchestration, secure data access, and enterprise compliance so you don't have to. You get a working solution—tested, deployed, and maintained—without building AI infrastructure or managing model lifecycles.
The Simple Model
Inference Apps run on Catalyst Runtime. Catalyst Runtime handles the hard parts—LLM orchestration, data security, compliance—so each Inference App can focus on solving your problem.
What Every Inference App Includes
Inference Endpoints
Secure API layers that power AI functionality and integrate with your existing systems.
Inference Interfaces
Customizable UI layers that make AI accessible to business users without technical training.
Inference Insights
Automatically generated business intelligence, recommendations, and usage analytics.
Inference Instances
Dedicated, secure computing environments for each client—your data stays isolated.
Multi-Model Intelligence
Catalyst dynamically selects the right LLM for each task—no vendor lock-in, always optimal performance.
Enterprise Compliance
SOC 2 certified infrastructure with encryption at rest and in transit. Your data is never used for training.
From Workflow to Production
1. Identify the Workflow
You tell us what's slow, expensive, or error-prone. We assess whether an Inference App can help.
2. Select or Build the App
We match your need to an existing Inference App or build a new one tailored to your process.
3. Configure & Deploy
We handle deployment, integration with your systems, and security configuration.
4. Operate & Improve
We monitor performance, maintain the infrastructure, and evolve the app as your needs change.
Designed for Enterprise Reality
Flat monthly pricing—predictable costs, no per-transaction surprises.
No training on your data—we maintain "do-not-train" agreements with all LLM providers.
Dedicated infrastructure—your data never mixes with other clients.
SOC 2 certified—rigorous security and compliance standards.
Multi-provider resilience—not dependent on any single AI vendor.
Examples of Inference Apps
PolicyAdvisor
Answers plain-language questions about insurance policies with cited, policy-specific responses. Used by underwriters and customer service teams.
SubmissionAdvisor
Pre-reviews submissions by analyzing ACORD forms, loss runs, and supplemental documents, identifying key information, and generating underwriter-ready summaries with citations.
ContractCounsel
Reviews contracts, highlights legal risks, scores agreement viability, and suggests redlines based on company standards.
SalesMatch
Matches customer needs to inventory, suggests bundles, and enables real-time, personalized sales conversations.
DiscoveryMax
Ingests and analyzes large volumes of data to find evidence, identify key entities, and understand communication patterns for eDiscovery.
CodeCommand
Automated code review, bug detection, unit test generation, and compliance enforcement across development workflows.
Not a One-Off Tool
Each Inference App is part of a managed ecosystem. As your business evolves, we can deploy additional apps—or customize existing ones—without starting from scratch. The Catalyst Runtime that powers everything gets continuous updates, so your solutions stay current without migration projects.
This isn't a proof-of-concept. It's production infrastructure, supported and maintained by a team that's been building enterprise AI since 2014.
Start with one workflow. Expand when it works.