One operator. A small number of slots.
SmartLogic Strategy is run by Matt Flebbe. The team is one operator, by design. The person on the sales call is the person on the keyboard.
The practice spans the full AI agent stack: local inference on customer hardware, multi-agent harness, agentic voice, evidence-bound CI, memory systems, fine-tuning, security. The capability catalog runs across twenty technology areas — from voice agents to mobile applications, from data pipelines to legal-document intelligence — and the engagements we take draw from whichever ones are needed.
The communication style is editorial, plainly stated, restrained. We treat operators like operators. We do not patronise non-technical buyers, and we do not perform expertise for technical ones. The work speaks for itself or it doesn't.
Seven active areas.
Underneath the practice sits a small AI research lab.
Local inference
Running frontier-class models on hardware the customer owns.
Fine-tuning
Adapting general models for narrow, mission-critical work.
Security
Adversarial review, evidence-bound CI, supply-chain audits for agent systems.
Memory systems
Semantic memory, knowledge graphs, long-context retrieval.
Agent harness
The scaffolding around agents that makes them reliable.
Robotics Research
Agentic loops applied to physical systems. Early research.
Agentic voice
Voice as the primary surface for agent work.
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A small lab. Slow on purpose.
We take a small number of engagements each quarter. We publish capacity openly. When the calendar is full, the calendar is full. Better to wait a quarter than to be one of nine clients sharing an offshore team's attention.
Retainers below $10,000 a month are not a fit right now. Most engagements are fixed-scope; retainers are reserved for ongoing operations of systems we have built.
Considered. Plainly stated. Restrained. Specific over abstract. No exclamation marks, no emoji, no transformations or journeys, no industry-leading anything. If a sentence reads like a sales hook, it gets rewritten.
Email is the front door.
We reply within two business days. The first conversation is a thirty-minute call where we tell you in plain English whether AI will help your business — or whether you are being sold a fantasy.