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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 Joint Ventures 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
JV vs advisory vs venture build
How to choose between venture build, JV partnership, and advisory sprints once evaluation clears. Who owns the market advantage drives 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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