The Logic Core¶
The Logic Core is the heart of Consulting-as-Code™.
It replaces the most expensive, error-prone, and politically compromised layer of traditional consulting: the partner.
This is not augmentation. This is replacement of function.
What the Logic Core Does¶
The Logic Core enforces reality across all strategic outputs.
It ensures that every recommendation: - Obeys explicit constraints - Survives mathematical validation - Is prioritized against actual urgency and impact
It does not ask for permission. It does not negotiate. It does not compromise correctness.
The Three Foundational Agents¶
Agent A — The Constraint Agent (The Guardrail)¶
Mandate:
“Do not violate what the business has already said.”
This agent enforces: - Regulatory constraints - Security boundaries - Physical limitations - Budget ceilings - Explicit technical prohibitions
If the transcript states: - “We are air-gapped” - “No cloud” - “HIPAA only” - “IT freeze for 18 months”
Then those constraints become hard blocks.
Invalid architectures are physically removed from the solution space.
This is why Consulting-as-Code™ does not hallucinate solutions that get CIOs fired.
Agent B — The Math Agent (The Auditor)¶
Mandate:
“Do not guess. Calculate.”
This agent performs: - ROI, NPV, IRR calculations - Margin-correct financial modeling - Opportunity cost analysis - Scenario and sensitivity testing
All math is executed in a real computation environment. No estimation. No token prediction. No rounding by intuition.
If the math does not work, the strategy is rejected.
Confidence without computation is treated as a failure condition.
Agent C — The Strategy Agent (The Architect)¶
Mandate:
“Do not treat all ideas as equal.”
Consultants and LLMs produce lists. Executives need decisions.
This agent: - Identifies urgency signals - Detects “hair-on-fire” problems - Aligns spend with true impact - Forces prioritization
It refuses: - Laundry lists - Generic recommendations - Over-scoped initiatives
Strategy is not creativity. It is disciplined exclusion.
Cross-Agent Validation¶
The agents do not operate independently.
They challenge each other.
- If Strategy proposes an initiative → Constraint checks feasibility
- If Strategy proposes value → Math validates economics
- If Math invalidates ROI → Strategy must re-architect
- If Constraint blocks a path → Strategy must find an alternative
This continues until: - No constraints are violated - No math is false - No priorities are misaligned
Only then does an output survive.
The Partner Layer — Automated¶
Traditional consulting hierarchy: Analysts → Associates → Managers → Partners
LLMs replace analysts. Automation replaces associates. The Logic Core replaces partners.
This is the defining shift.
Consulting-as-Code™ does not automate tasks. It automates judgment.