AI Workflow Services | CRM Hygiene, Lead Research & Content Automation
Practical AI workflow systems for B2B teams that need cleaner inputs, structured outputs, validation, and human approval.
What you can hire me for
I build focused AI workflows that turn messy inputs into reviewed business outputs.
Most teams do not need a broad AI initiative. They need one painful workflow mapped, prototyped, validated, and handed back as a usable system.
See the workflow pattern in practice
Review AI workflow case studies for CRM hygiene, lead research, and content automation.
Each case study shows how messy inputs become extracted, validated, human-approved, and packaged as clean output.
View Case Studies01
AI Workflow Audit
Who it is for
Founders, agencies, RevOps leaders, and operators who see repetitive work but are not sure what should be automated first.
Problem it solves
Your team has messy inputs, unclear handoffs, and ad hoc reviews. The risk is building an automation before the workflow is understood.
What I build
A workflow map, automation opportunity assessment, validation plan, human approval checkpoints, and a scoped MVP recommendation.
Example outputs
- Workflow map from input to clean output
- Automation readiness scorecard
- Data and tool requirements list
- MVP build plan with risks and review steps
02
CRM Hygiene Agent
Who it is for
Sales teams, RevOps teams, customer success teams, and founders who rely on CRM data but struggle to keep it accurate.
Problem it solves
Call notes, meeting summaries, account context, next steps, and follow-ups are scattered across tools or left in free text.
What I build
A human-approved workflow that extracts CRM notes, proposes field updates, flags missing data, and prepares follow-up tasks for review.
Example outputs
- Structured CRM field update suggestions
- Follow-up task drafts with owners and dates
- Missing-information flags
- Review queue before CRM changes are applied
03
Pre-CRM Research Agent
Who it is for
B2B sales teams, lead generation teams, agencies, and founders who need better account context before a lead enters the CRM.
Problem it solves
Lead research is manual, inconsistent, and hard to compare across accounts. Reps lose time gathering basic company and contact context.
What I build
A research workflow that gathers account context, contact signals, qualification notes, and source links before a human approves CRM entry.
Example outputs
- Account research summaries
- Contact-role and buying-committee notes
- Qualification fields for CRM review
- Source-backed lead research packets
04
Content Workflow System
Who it is for
Agencies, consultants, and B2B teams that create long-form blogs, thought leadership, newsletters, or content briefs from expert input.
Problem it solves
Transcripts, product notes, customer insights, and source documents take too long to turn into structured content assets.
What I build
A content workflow that turns raw inputs into briefs, outlines, draft sections, source notes, and editorial review checklists.
Example outputs
- Long-form content briefs
- SEO-informed outlines and draft sections
- Source extraction tables
- Human review checklist before publishing
05
Custom AI Automation MVP
Who it is for
Teams with a specific internal workflow, client delivery process, or prototype idea that needs a small validated build.
Problem it solves
You need to test whether an AI workflow can save time or improve quality before investing in a larger product or internal system.
What I build
A scoped MVP that connects your inputs, extraction logic, validation steps, human approval flow, and final output format.
Example outputs
- Clickable workflow prototype or lightweight internal tool
- Prompt and evaluation workflow
- Human approval and exception handling process
- Documentation for next-step implementation