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/ Research notes · 22

Latest2026-06-175 min
Operating stack hub
Borrowed frameworks, studio tools, model routes, and eval harnesses mapped to RECON/RAID, with tier honesty and receipts on every row.
2026-06-177 min
AI models and harnesses
Model routing by task lane, agent surfaces we run, eval harness catalog, and promotion rules: models are rented, harnesses are owned.
2026-06-175 min
Enterprise tooling stack
Six studio tool layers with Runs, Install, and Bench tiers, plus selection criteria for instrumented, portable, gated tooling.
2026-06-175 min
JTBD in model transfer
How Jobs-to-be-Done decodes buyer jobs, forces, and outcomes before smoke offers and concierge specs in RECON.
2026-06-174 min
Theory of Constraints for operators
Name the bottleneck, exploit before you elevate: why first paid Diagnostic beats more marketing when capital is scarce.
2026-06-174 min
Shape Up at Exiid
Fixed-time appetites for Evaluations and validation sprints: variable scope toward proof, circuit breakers, and kill over creep.
2026-06-175 min
North Star and instrumentation
One primary outcome metric, AARRR as diagnostic layers, and the five-event Minimum Instrumentation Set before launch spend.
2026-06-178 min
One operator, many agents
How Exiid runs a one-person company without headcount theater: agentic orchestration, five stack layers, the Ventures and Client Systems lanes, and the governance rails that keep autonomy honest.
2026-06-137 min
The Market Transfer Framework
Exiid's signature method for adapting proven online business models into underserved markets: five selection criteria, the Localization Stack, named failure modes, and a scored go/no-go.
2026-06-136 min
AI-First Business Models
What changes when agents are the operating core, not a feature: margin migration, exception-staffed teams, a four-model taxonomy, and the moats that compound when intelligence is rented.
2026-06-137 min
AI Systems Design
How Exiid designs operational AI systems for ventures: workflow-first decomposition, the Autonomy Ladder, eval loops, blast-radius containment, and where automation pays.
2026-06-136 min
Growth Architecture
Growth as a designed system, not a bag of tactics: four layers, four loop classes, a five-point loop test, and the gate that decides what gets automated.
2026-06-136 min
Validation Playbooks
Three demand tests, smoke offers, concierge MVPs, paid signals, plus threshold metrics and kill criteria that prove buyers exist before build capital moves.
2026-06-136 min
SEO After AI
How organic acquisition works when queries end in AI answers: the Citation Stack, llms.txt, entity authority, the Summarization Test, and distribution beyond the SERP.
2026-06-134 min
Transfer Readiness Checklist
Operator checklist for deciding whether a proven model deserves validation spend, six checks across model, market, advantage, and proof point, scored into three tiers.
2026-02-152 min
GCC and Eastern Europe: attribution before automation
Why regional eCommerce operators need payback clarity before automation breadth, and the attribution signal that proves the transfer.
2026-02-012 min
Client Systems vs Advisory vs Venture Partnership
How to choose between an installed client system, a co-owned venture partnership, and decision-only advisory. The outcome and ownership model drive the structure.
2026-01-103 min
When AI deserves systems work
AI belongs in systems work only when it changes cost, speed, distribution, customer experience, operations, or the offer itself. A fit test for separating leverage from tool theater.
2025-12-013 min
What happens in a Model Transfer Evaluation
How a fit check turns a brief into a go/no-go decision in 2–3 business days, what the decision package contains, and why a direct no-go protects capital.
2025-11-152 min
RECON before roadmap
Why Exiid pressure-tests model, market, channel, and risk before turning a transfer thesis into a build plan. A RECON sprint ends in build, adapt, partner, or stop.
2025-11-013 min
Is this model worth transferring?
A four-gate checklist for deciding whether a proven model deserves validation or should stay on the shelf: legible model, mis-served market, specific advantage, named proof.
2025-10-152 min
Ethical transfer vs cloning
How Exiid adapts proven mechanics without IP theft: decode, adapt, respect IP, test, plus the red lines that get a transfer refused outright.

/ Research

Model transfer field notes, made public.

The frameworks, playbooks, and intelligence behind our model transfer method, published as working documents, not content marketing.

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Start with the Operating stack hub: frameworks, tools, models, and harnesses with receipts.

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