Most AI firms
sell the idea of agents.
AIXF operates them.
The PRF Agents are AIXF's proprietary fleet — nine named, operating AI agents that power every AIXF service in production right now. Not architecture diagrams. Not "agentic AI strategy" decks. Real agents, doing real work, every day. This is the engine. Custom AI Agents are what we build for you on top of it.
9 named PRF AgentsOperating in productionPowering every AIXF service
The agent market is full
of "coming soon."
AIXF doesn't show up to client meetings with architecture decks promising agents that will exist after the engagement signs. The PRF Agents already exist. They're already operating. They're what makes every AIXF service deliverable.
Three things separate operating agents from marketing copy.
One — they have names and jobs. An "AI agent" that can't be pointed to by name, given a specific responsibility, and shown doing that responsibility in production isn't an agent. It's a slide. The PRF Agents below each have a name (PRF Research Agent, PRF Verification Agent, etc.), a defined job, and an output you can trace.
Two — they show up in the deliverable. If you've ever received an ABM Intelligence report from AIXF, you've received output from PRF Research, PRF Verification, PRF Synthesis, PRF Voice, and PRF Contact agents working in coordination. The agents aren't sold separately — they're embedded in everything AIXF ships.
Three — they fail safely. Real production agents have failure modes that are observable, logged, and recoverable. Vaporware agents have demo videos. The PRF Agents run a multi-stage verification pipeline where each agent's output validates the previous agent's work — unverifiable claims are flagged and removed before delivery, not after.
Nine PRF Agents.
Each one with a specific job.
The full inventory. Each agent is named, scoped to a defined responsibility, and operating in production right now across the AIXF service portfolio.
PRF Research Agent
Performs grounding research on every target account, company, or topic before any other agent runs. Pulls live web sources, filings, press, and signals. Establishes the factual baseline that downstream agents build on.
PRF Verification Agent
Cross-references every factual claim against live authoritative sources. Flags unverifiable statements and removes them before output reaches the deliverable. The reason AIXF outputs don't hallucinate.
PRF Synthesis Agent
Combines verified intelligence with the client's Business DNA to produce executive-grade structured output. Where raw intelligence becomes a delivered Company Intelligence Report or Outreach Playbook.
PRF Trigger Agent
Continuously monitors 25+ buying-signal categories — funding, leadership changes, M&A, regulatory shifts, hiring patterns, earnings disclosures. Surfaces accounts whose buying window just opened.
PRF Voice Agent
Calibrates every output to the client's specific Business DNA — vocabulary, value props, proof points, editorial register. The reason AIXF outreach sounds like the client wrote it, not like generic AI.
PRF Match Agent
Filters market signals against client Business DNA to produce The Dozen of Destiny™ — the 12 curated company matches per Matchmaking cycle that pass both the fit filter and the trigger filter.
PRF Editorial Agent
Drives content production across the eight AI TechRev channels. Editorial planning, drafting, and quality control — calibrated to the client's voice and strategic positioning. Not blog farm output.
PRF Contact Agent
Handles enrichment and verification of executive contact data — emails, LinkedIn URLs, role validation. Every executive in an AIXF deliverable has been verified by this agent before the output ships.
PRF Ops Agent
Monitors, instruments, and tunes the rest of the fleet in production. Performance metrics, error patterns, drift detection, and the feedback loop that makes the other agents better over time.
Every AIXF service is built
from specific PRF Agents.
When you engage AIXF for a managed service or buy an app, you're activating a coordinated subset of the PRF Agent fleet. Here's exactly which agents power what.
Which agents power which service.
Three pillars of real agent engineering.
What makes the PRF Agents production-grade rather than prototype-grade. The principles that govern how every agent in the fleet is built, operated, and improved.
Multi-Stage Verification
Every PRF Agent's output is validated by another PRF Agent before it reaches a deliverable. Single-shot LLM calls are forbidden in production. Agents work in coordinated stages where each stage either confirms or rejects what came before.
Bounded Scope
No PRF Agent does "general AI assistance." Each one has a single, well-defined job. The PRF Research Agent does research. The PRF Verification Agent verifies. Bounded scope is what makes agents reliable — and what makes their failures recoverable.
Production Discipline
Every PRF Agent ships with monitoring, instrumentation, audit logging, and a feedback loop. The PRF Ops Agent watches the rest of the fleet. Performance metrics drive ongoing tuning. The fleet improves with use, not degrades.
The engine.
And what we build on it.
PRF Agents are the proprietary engine that powers AIXF's services. Custom AI Agents are the bespoke commercial offering — production-grade agents built for clients on top of the same proven foundation.
One foundation. Two surfaces.
The PRF Agent fleet is what AIXF operates internally to deliver services. Custom AI Agents — the commercial offering at aixf.ai/custom-ai — are bespoke client-facing agents we build on top of this same foundation. The architecture is shared. The configuration is custom to your business.
Tier 01 · The Engine
PRF Agents
Nine named, operating internal agents. The proprietary fleet that powers ABM Intelligence, Matchmaking, AI TechRev, the apps, and The Diagnostic. Owned by AIXF.
Tier 02 · The Build
Custom AI Agents
Bespoke agents built for clients on top of the PRF foundation. Sales agents, research agents, compliance agents, success agents. Production in 4–8 weeks. Owned by you.
When you buy ABM Intelligence (managed) or run the ABM Intel App, you activate a configured subset of the PRF Agents on your accounts. When you commission a Custom AI Agent, AIXF builds you a new agent — calibrated to your Business DNA, integrated with your stack — that runs on the same architectural foundation as the PRF fleet. Same engineering depth. Configured to your specific use case.
Real agents have names.The PRF Agent Operating Principle
Marketing has slides.
Stop buying architecture decks.
Use agents that work.
The PRF Agents already do the work. To activate them on your accounts, engage one of AIXF's services. To build a custom agent on the same foundation, schedule a discovery call.