From Tedious to Transformative: Turning Repetitive Documentation Work into Time Savings

In this webinar, Tara English Sweeney, Lead Technical Writer at Alkami Technology, revealed how her team transformed repetitive documentation tasks into meaningful time savings, without replacing human judgment with AI.

With over 30 years of experience in technical communications, Tara shared real-world strategies for using AI to streamline workflows, reduce cognitive load, and empower teams to focus on high-value work that actually requires human expertise.

Key Takeaways from This Session

• The 20-Minute Win Strategy: Identify tasks that take approximately 20 minutes, happen frequently, and feel mentally draining rather than intellectually rewarding. This is where AI can make an immediate, measurable difference.
• Build a “Blueprint” Before You Build Anything Else: The secret to successful AI implementation isn’t the AI itself, it’s the detailed system instructions (your “blueprint”) that tell the AI exactly how to behave and what output is acceptable. This is what ensures consistency, safety, and trust.
• AI Supports Judgment, It Doesn’t Replace It: The goal isn’t to automate everything; it’s to remove the tedious translation work so humans can focus on what they do best: exercising judgment, validating accuracy, and ensuring quality.
• Start Small, Then Scale: Don’t try to boil the ocean. Find one high-friction, repetitive task and solve it first. Then apply the same pattern to other workflows.

Real-World Examples Tara Shared

Release Notes Automation:

Product owners were spending 20+ minutes per release note.

Now, AI drafts the initial version, and human writers refine for clarity and accuracy.

Result? Eight hours of product owner time recovered per cycle.

Link Conversion:

AI transforms links into proprietary XML formats automatically, no more manual reformatting.

AI-Powered Review:

A “first pass” quality check that flags style issues, titles, and duplicate content before human review.

Smart Cross-Referencing:

AI recommends related content to improve customer findability.

Rapid Knowledge Synthesis:

Complex technical transcripts converted into client-ready quick reference guides in minutes.

Validated Glossary Creation:

AI synthesized existing documentation to create a domain-specific glossary that grounds all future AI outputs in consistent, approved terminology.

About the Speaker

Tara English-Sweeney is a Lead Technical Writer at Alkami Technology with over 30 years of experience in communications, content management, and technical writing. She leads initiatives that integrate AI, structured authoring, and automation to enhance scalability and quality. Her work centers on extending the role of the technical writer through thoughtful automation and human-centered validation.