AI Fills Knowledge Gaps with Fiction.Transform Chaos into Predictable Intelligence.
"Any aspect of the solution not explicitly defined in the ontology will manifest as unpredictable implementation ranging from complete omission to unstable functionality."— Fundamental Law of Agentic Engineering
Undefined requirements don't cause errors – they cause imagination. Transform from human-centric debugging to AI-first development. Ship 10× faster with agentic engineering.
OCRE (Ontology Completeness Risk Evaluator)
Scans prompts to Copilot/Claude for hallucination risk. <70% completeness = chaos zone.
ACF (Intelligence Abundance SDLC)
Knowledge graphs as truth source. Agent orchestration workflows. Code becomes ephemeral.
Judge Agents (Quality Assurance)
Risk-weighted governance: 90% auto-ship, 10% human review. Hallucination prevention.
Transform confused developers debugging AI hallucinations into 10x productive agentic engineers. Same team, AI-native workflows, measurable transformation in 90 days.
OCRE in Action
See how OCRE (Ontology Completeness Risk Evaluator) predicts AI hallucinations before your developers waste time debugging chaos
PROMPT TO GITHUB COPILOT:
"Implement secure payment processing for our e-commerce app"
OCRE ANALYSIS RESULTS
🔴 CRITICAL GAPS DETECTED
↳ AI will likely generate: Stripe (82%), PayPal (11%), Raw SQL (7%)
↳ Fix Required: Specify gateway, API version, fallback
↳ AI will likely generate: UUID (45%), Timestamp (35%), None (20%)
↳ Fix Required: Define key format, TTL, collision handling
↳ AI will likely generate: Generic try/catch (60%), Silent fail (40%)
↳ Fix Required: Define retry policy, user notifications, rollback
↳ AI will likely generate: MD5 (31%), bcrypt (42%), AES (27%)
↳ Fix Required: Specify algorithm, key management, compliance
PREDICTED AI OUTPUTS:
Generation 1: Stripe + MD5 + Silent failures
Generation 2: PayPal + bcrypt + Generic retry
Generation 3: Raw SQL + AES + No retry
Generation 4: Stripe + Plaintext + Infinite retry
Generation 5: [BLOCKED BY OCRE]
Ready to Prevent AI Hallucinations?
Get OCRE analysis of your team's AI prompts and transform confused developers into 10x productive agentic engineers.
Get Your Free OCRE AnalysisProven Agentic Engineering Results
Measurable outcomes from preventing AI hallucinations and empowering agentic engineers
Developer productivity as agentic engineers
Reduction in AI hallucinations detected by OCRE
Fewer "WTF did AI generate?" debugging moments
Auto-ship rate with Judge agent governance
Faster shipping velocity with ACF workflows
Less time reviewing obvious code changes
* Results based on average client outcomes. Individual results may vary.
Start Your AI Transformation Journey
Join forward-thinking SMBs already leveraging AI to gain competitive advantage
AI Fluency
Build AI knowledge and capabilities across your organization
Measurable Impact
See tangible results within weeks of implementation
Expert Guidance
Get strategic leadership for your AI transformation