01
Agent Credentialing
Published accuracy scores against domain-specific scenario banks. Not "we trained it." "94.2% accuracy across 847 real scenarios." You see exactly where to trust the agent and where to verify.
How it works
This is what a Primix verdict looks like.
Not a chatbot response. A structured decision with evidence, alternatives, risk analysis, and the stress test that tried to break it.
MortgageExpert -- Self-Employed Borrower, $1M Purchase
VERDICT: Bank statement loan. 12-month personal statements.
PATHS:
1. Bank statement (Non-QM): 19% DTI, 30-day close, 7.5% rate
2. Conventional + CPA letter: 40% approval probability, 6.8% rate
3. Asset depletion: requires $2M+ liquid, stacks on documented income
4. 1099 program: only if income arrives as 1099, not LLC revenue
5. Wait 6 months: conventional eligible, saves $28K, delays purchase
CONFIDENCE: 0.90 (93% of similar verdicts produced successful closings across 47 tracked outcomes)
STRESS TEST: 8 scenarios tested. 7 passed. 1 flagged:
FLAG: Commingled LLC funds may challenge bank statement calculations.
Mitigation: CPA letter explicitly separating business from personal deposits.
ACTION:
1. Gather 12 months personal bank statements
2. CPA letter documenting business viability
3. Submit to bank statement program
4. Close in 30 days
5. Calendar refinance review at 18 months
The difference
Three ways to get expert advice.
Only one proves it.
AI Chatbots
Information
"Here are some options you might consider..."
- No domain depth
- No verification
- No accuracy tracking
- No stress testing
- No staleness awareness
Consulting Firms
Advice
"Based on our experience, we recommend..."
- Deep domain expertise
- Days to deliver
- $500/hr minimum
- No published accuracy
- You see the deck, not the argument
Primix
Trusted Verdicts
"Here is what to do, why, what could go wrong, and the proof."
- Expert-level domain depth
- Seconds, not days
- Published accuracy scores
- Every verdict stress-tested
- Calibrated against real outcomes
The moat
Six trust mechanisms that don't exist anywhere else.
Every AI company builds smarter agents. Nobody has built the reason enterprises trust those agents with real decisions. Until now.
02
Adversarial Verification
Every verdict is attacked from multiple angles before you see it. You get the recommendation AND the stress test. 8 failure scenarios tested. You know which ones survived.
03
Expert Graph
When AI experts disagree, you see the full argument. Not a sanitized slide deck. The tradeoffs. The concessions. The reasoning. That is where trust comes from.
04
Knowledge Decay Detection
The agent tells you when its own expertise might be outdated. Mechanical staleness flags per domain. Honest staleness beats confident hallucination. Every time.
05
Outcome Tracking
Confidence calibrated against real results. "91% success rate across 43 tracked cases." Not model confidence. Actuarial confidence. The longer Primix runs, the tighter the calibration.
06
Reverse Primix
AI audits human expert work. Companies that won't let AI make decisions will let AI check decisions. Get in as the auditor. Graduate to the expert.
6
Trust mechanisms
4
Domains proven
847+
Scenario bank depth
94.2%
Credential accuracy
Expert Graph
Watch the experts work.
Other platforms show you the answer. Primix shows you the argument. You see exactly why the design looks the way it does.
FortiExpert
"Single VDOM, collapsed core. Simplest operations, highest throughput. 940 Mbps measured. Budget-optimal at $127K."
ComplianceHealth
"Single VDOM fails HIPAA audit. Network segmentation between clinical and admin traffic is a regulatory requirement, not a preference."
REGULATORY CONSTRAINTFortiExpert
"ComplianceHealth's constraint is regulatory, non-negotiable. Revised design: Multi-VDOM with NP7-accelerated inter-VDOM routing. Compliance met. Throughput penalty less than 5%."
CONCEDES / REVISED DESIGNComplianceEng
"Revised design passes PCI segmentation requirements. HIPAA network isolation met with zone-based policy. All constraints satisfied."
RESOLVED / ALL CONSTRAINTS METThe agents
Pre-tuned to expert depth.
Credentialed to prove it.
Not wrappers around a general model. Domain experts with published accuracy scores, tested against hundreds of real scenarios.
Networking + Security
FortiExpert
847 scenarios / 94.2% accuracy
PaloArchitect
612 scenarios / 91.7% accuracy
CiscoCore
734 scenarios / 92.1% accuracy
RedTeam
Live infrastructure testing
ComplianceEng
423 scenarios / 93.4% accuracy
Financial + Healthcare
MortgageExpert
312 scenarios / 91.8% accuracy
TaxAdvisor
508 scenarios / 88.3% accuracy
LegalReview
418 scenarios / 87.1% accuracy
ClinicalOps
298 scenarios / 92.4% accuracy
ComplianceHealth
445 scenarios / 94.1% accuracy
The pipeline
How Primix creates trusted experts.
A repeatable process for building and certifying AI domain experts. Proven in 4 domains. Yours is next.
Domain Corpus
Feed the professional knowledge base: compliance frameworks, certification material, case law, vendor documentation, industry incident reports.
Expertise Extraction
Synthesize into structured knowledge: decision trees, evaluation criteria, risk matrices, edge cases that separate experts from generalists.
Validation + Credentialing
Run the expert against real scenarios with known outcomes. Score results. Publish scores. This produces the calibrated agent AND the credential that proves it.
Graduation
First engagement: human reviews. Third: human spot-checks. Tenth: agent operates autonomously, human governs exceptions. Trust is earned, not declared.
Beachhead domains
Four domains proven. Every industry next.
The synthesized SME pipeline creates expert agents in any domain. These four are live. Yours is next.
Security
248 sprints. Red-teamed live infrastructure. Real-time exploitation code per target.
Airports
14 domains. 72 sub-domains. 29ms query response. Running FBO operations.
Healthcare
122,856 real alarms. 201 patients. Alarm intelligence and mortality reduction.
Mortgage
5 qualification paths in 30 seconds. DTI math, expense factors, lender matching.
The enterprise wedge
Reverse Primix: AI audits your experts.
Companies that won't let AI make decisions will let AI check decisions. Upload your team's work. Get it reviewed by credentialed AI experts in minutes.
Network Design Review -- Healthcare Facility
3 files uploaded / 3 agents reviewing
CRITICAL
Single point of failure at WAN edge
Both ISP connections terminate on same device. Split across two appliances with VRRP failover. Downtime risk: complete site isolation on device failure.
HIGH
HIPAA segmentation gap
IoT medical devices share the admin VLAN. CMS Conditions of Participation require medical device network isolation. Compliance audit risk.
MEDIUM
SD-WAN SLA probe misconfigured
SLA policy references 8.8.8.8 but carrier blocks ICMP to Google DNS. SLA will never report healthy. Use carrier's designated probe targets.
PASS
Firewall policy follows least-privilege
247 rules reviewed. 0 overly permissive. VPN failover tested across 3 scenarios, all recovered. Certificate management uses ACME auto-renewal.
The $500/hr consultant
is a $50/month agent.
Available 24/7. Reasons about your specific data. Delivers verdicts in seconds. Proves its accuracy with mechanical evidence. And tells you when it might be wrong.