· Fabren Playbooks
Field notes for deploying AI into real businesses.
Practical guides for founders, operators and teams turning AI ideas into workflows people actually use.
Forward Deployed AI · 7 min read
Do SMBs need a forward-deployed AI engineer?
A plain-English guide to when a small business needs embedded AI deployment help, and when it does not.
Buyer Guide
Forward-deployed engineer vs AI consultant
How to choose between advice, automation help, and hands-on AI deployment capacity.
Buyer Guide
What AI deployment services should actually include
A buyer checklist for spotting real implementation support, not just tool setup or a strategy deck.
Execution
Your AI pilot is not a strategy
Why promising AI experiments stall, and how to turn one pilot into a workflow people actually use.
Sprint Planning
How to choose your first AI workflow
A practical scoring model for choosing an AI workflow with real ROI and low rollout risk.
Audit
The AI workflow audit for small business
How to find AI opportunities hiding in bottlenecks, handoffs, inboxes, documents, and spreadsheets.
Pricing
AI automation agency pricing: what should you actually pay for?
A buyer guide to sprints, retainers, custom builds, and the costs that matter after launch.
Delivery Model
The first 30 days of an AI deployment
What a practical month-one rollout looks like, from discovery to adoption review.
Accounting
AI automation for accounting workflows: where to start
The practical first workflows for CPA, bookkeeping, tax, and advisory teams.
Workflow Recipe
The AI inbox: faster replies without losing control
How service businesses can triage, draft, route, and escalate email without handing the inbox to a black box.
Revenue Ops
How AI can become your first RevOps hire
Before hiring sales operations, use AI to clean CRM handoffs, draft follow-ups, and surface pipeline risk.
Workflow Recipe
AI document processing for SMBs: invoices, forms, PDFs, and exceptions
How to automate document-heavy work without ignoring messy files, approvals, and edge cases.
AI Agents
AI agents for SMBs: useful worker or expensive toy?
A practical guide to when AI agents are useful, when simpler automation is better, and how to supervise them.
Adoption
How to get employees actually using AI
A practical adoption plan for teams that bought AI tools but have not changed the work yet.
Tool Comparison
Zapier vs Make vs custom AI automation
How to decide between no-code automation, visual workflow tools, and custom AI deployment.
Category Design
What is a forward-deployed AI engineer?
A practical explanation of the role, why it matters, and how SMBs can access FDE capacity without hiring.
Strategy
AI deployment vs AI automation agency
How implementation pods differ from generic automation projects and tool-first consulting.
Vertical Playbook
AI automation for accounting firms
The highest-value workflows for CPA, bookkeeping, tax, and advisory teams.
Execution
Why most SMB AI projects fail
The common failure points: unclear owners, poor data access, weak adoption, and missing review loops.
Software Teams
Codex deployment for software teams
How to turn AI coding tools into repeatable engineering workflows.
Delivery Model
Monthly AI implementation sprints explained
What a sprint includes, how success is measured, and when to scale into a pod.
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