Tax · Residency & Compliance
“Run our foreign-national property tax workflow on this folder.”
Residency tests, treaty analysis, and property-tax evidence — on the folder Cowork gathered.
Claude's language model driven AI is excellent at processing text - but when it's time to perform strict rule-bound reasoning, it relies on tools like calculators, spradsheets, and external APIs. SMEme is the plugin that gives Cowork the tools to perform expert reasoning. From the private SMEme platform publish your own deterministic workflows, install the SMEme plugin in Cowork, and run your rule-based workflows from inisde Cowork. Leverage the powerful interpretative and generative capabilities of Cowork with the rule-bound reasoning capabilities and assurances of SMEme.
Workflows that capture your expert reasoning, not just how to do your paperwork.
Legal · Intake & Case Analysis
“Does this matter meet our intake criteria based on what’s in the case file?”
Intake criteria, jurisdictional rules, and document gaps — on the case file Cowork pulled.
Clinical · Decision Support
“Apply our sepsis screening protocol to this patient’s chart.”
Sepsis screening criteria and required chart evidence — under physician oversight.
Compliance · Regulatory Readiness
“Run our pre-submission disclosure review on this filing package.”
Disclosure controls and sign-off gates — on the filing package Cowork assembled.
Operations · Scoping & Matter Routing
“Which engagement tier should this intake route to?”
Engagement tiers, specialist teams, and escalation paths — from intake signals Cowork collected.
How it works
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Login to SMEme and Author Your Workflow
Sign in to SMEme and use the AI-assisted wizard to research, design, and publish your decision workflow. Provide source documents, technical papers, operating procedures, links, or pasted text to help drive the process.
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Download and Install the SMEme Cowork Plugin
Download the SMEme Cowork plugin from your dashboard, install it in Cowork, and connect once with OAuth. The SMEme Cowork plugin bundles the skills to stear Cowork to gather and structure your data sources you've already provided access to like the project folder, cloud drives, CRM and document management systems. It also securely connects you to your SMEme workflows and tools.
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Invoke SMEme skills and tools from Cowork
Invoke your SMEme workflow from Cowork with a simple prompt that names the workflow. SMEme skills steer Cowork to gather all the relevant documentaiton and data needed to inform the expert reasoning facts and context. SMEme returns the verified conclusion and reasoning path directly to your agent for further processing.
In Cowork
SMEme results are returned directly to Cowork — ready for follow-ups, runbooks, and drafts
Ask “what if” and “how to” follow-ups in plain language. SMEme’s private reasoning engine returns a structured report — conclusion, step-by-step reasoning path, citing the documentation Cowork gathered — based on your own proprietary workflows. Cowork can then use those results as inputs to saved prompts to generate memos, letters, and arguments, anchored to verified results instead of “what would likely follow from this” improvisation.
Tax · Vary the inputs
“What if rental use on this foreign-national property tax matter had been 90 days instead of 30?”
Your agent updates the fact and re-runs the property tax workflow. SMEme returns which branch flipped; the agent explains it in plain language.
Clinical · Reach a different outcome
“What would need to change for this patient to meet our sepsis screening threshold?”
SMEme re-runs sepsis screening against a different outcome and reports which clinical facts must flip. The agent summarizes the smallest changes.
Compliance · Chain other workflows
“Run our disclosure-gap checklist from this disclosure review.”
Chains from the verified disclosure review — Cowork drafts the sign-off package with reasoning path, control gaps, and source refs.
Legal · Chain other workflows
“Run /partner-review-memo using the results from SMEme workflow.”
Chains from the verified SMEme workflow — Cowork executes your runbook with the reasoning path, sources, and chat context.
Legal · Stress-test the conclusion
“What would opposing counsel argue against our intake reasoning?”
The agent stress-tests the verified intake conclusion, path, and evidence refs — not objections invented from a compressed chat summary.
Operations · Re-route the matter
“Which engagement tier would apply if this intake routing involved three states?”
Your agent updates the intake signals and re-runs engagement-tier routing. SMEme reports which branch changed — without exposing how you classify risk internally.
Assurances
The SMEme reasoning engine provides the assurances LLMs were designed to avoid
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The structure of your workflows are validated before being put into production Toggle details
SMEme proves the structure of your workflows are logically consistent and that every conclusion is reachable—invalid workflows never enter the workstream. At publish, a satisfiability check runs across the full reasoning graph so every conclusion is reachable under some admissible input and no branch is dead. -
All evidence gathered by your AI agent is validated before being submitted Toggle details
Data gathered by your AI agents are validated for structure and alignment with your workflow. Source references can be required and are flagged when missing. Evidence is checked for self consistency and completeness in terms of your workflow. -
Reasoning over your workflow is done by SMEme's proprietary reasoning engine computing formally verifiable results. Toggle details
Workflow results are not generated by a language model. SMEme’s reasoning engine performs provably correct deduction over your own expert workflow—it never hallucinates because it can’t. Same evidence in, same conclusion/options out, every time, with a full reasoning chain or an explicit failure when the evidence cannot support one. Guaranteed.
Your workflow and SMEme’s reasoning engine are always private
Your workflows are yours. Workflows are never used for any other purpose than user triggered evaluation, never shared or sold. You can download and delete your workflows at will. The SMEme reasoning engine is a proprietary and private service that never exposes your workflow logic to third parties or any AI model. Read our Ownership & AI Usage Principles and Read our Privacy Policy for details. SMEme inventor and Arista Labs founder is on a mission to make AI a tool for enhancing human agency, not replacing it.
Pricing
Start free, scale when you’re ready
Free Forever
Try SMEme end-to-end
$0 / month
No credit card required.
- 1 reasoning workflow
- 25 tool calls / month
- Cowork plugin access
Pro
For individual experts
$49 / month
Billed monthly. Cancel anytime.
- Up to 100 reasoning workflows
- 1,500 tool calls / month included
- Cowork plugin access
- Email support
Coming Soon
Teams
For working groups
$99 / seat / month
Billed monthly per seat. Cancel anytime.
- Everything in Pro
- 3,000 tool calls / seat / month included
- Share workflows with other SMEme Team users
- Management dashboard for oversight & review
- Priority support
Want to self-host SMEme? Email us