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De-Risk Your AI Investment Before You Write a Single Line of Code

An expert, 2-to-3-week architectural sprint that turns ambiguous business objectives into a production-ready, agentic architecture that won't degrade into an expensive chatbot.

Request My Blueprint

The Blueprint Architecture

A comprehensive strategy mapping from board-level ROI down to token-level execution.

The "Agentic Feasibility" Audit

  • Map your workflows against the Planning-Rubicon to separate simple generative tasks from true autonomous agent use-cases.
  • Identify processes that require stateful persistence and multi-step execution, avoiding the trap of building "expensive chatbots."
  • Equip your board with hard payback models based on task-completion rates, not just token-generation speed.

Neuro-Symbolic Blueprinting

  • Design a strict Neuro-Symbolic architecture that isolates the stochastic "brain" (LLM) from the deterministic "skeleton" (orchestration & tools).
  • Select the precise topology for your risk profile: Microservices for containment, Actor/Monoliths for low-latency, or Serverless Swarms for cost.
  • Map the transition from stateless API wrappers to stateful, POMDP-aligned control loops.

The "Beyond the Wrapper" Roadmap

  • Define a rigorous phase-gate roadmap: Prototype → Grounded Action → Production Autonomy.
  • Architect pre-commit verification loops that ensure agents validate state before executing irreversible real-world actions.
  • Identify the exact systems engineering and ML-Ops talent required to build resilient control systems, rather than prompt engineers.

Avoiding the "Wizard of Oz" Trap

  • Align the C-suite on the reality of Agentic AI: transition expectations from "magic conversationalists" to reliable digital workers.
  • Expose hidden operational debts like the "Wizard of Oz" trap, where human-in-the-loop (HITL) dependencies secretly destroy ROI.
  • Navigate the "Build vs. Buy" dilemma using unbiased metrics on latency, liability, and vendor lock-in.

Policy-as-Code & Grounding

  • Implement Policy-as-Code (OPA) guardrails at the network layer, ensuring the LLM cannot bypass hard business logic.
  • Establish "Instrumental Grounding" protocols so your agents can verify their environment (APIs, databases) rather than hallucinating plans.
  • Design a secure blast-radius containment strategy for high-liability environments (Healthcare, Finance).

Agency Cost Modeling

  • Model the true cost of agency: moving from $0.30 per conversational query to $30+ per multi-step, verified execution task.
  • Execute a structural break-even analysis mapping System 1 (fast/cheap) vs. System 2 (inference-time scaling/expensive) reasoning costs.
  • Stress-test your unit economics against prolonged agent "waiting periods" and temporal state-decay.

Ready to blueprint your architecture?

Engagements are scheduled on a first-approved, first-served basis. Request your slot early to secure start-date availability.

Request Proposal

I only take on projects where there is a genuine need for complex, stateful agency. Tell me about your constraint. Fill in the basics, and I will review your requirements and reply with a calendar link within 24 hours.