Automation 
Integrations 
Video Recording 
Session Replay 
Browser Extension 
Feedback Widget 
About Exordium
Pete Crawford launched Exordium Web Development as a freelance venture in 2023, specializing in technology consultancy, serverless architectures, and AI-powered platforms. Operating as a small team, Pete partners with SaaS and EdTech companies to build scalable digital solutions, scaling up with additional contractors when a project calls for it.
The Business Challenge
Before Userback, Pete’s problem wasn’t a lack of tools, it was too many of them. Running multiple client projects at once, he’d tested or juggled Jira, Slack, Monday.com, HubSpot, Intercom, and Linear, just to manage basic project feedback.
It quickly became a lot of overhead to manage just to get simple project feedback. Other competitive tools and ecosystems like Atlassian or Linear were complete overkill for my workflow, requiring complex setups and making it difficult to add users simply and cleanly without unnecessary overhead.
As a solo operator, that overhead came directly out of client work. Without a focused tool like Userback, too much time is wasted managing the system itself rather than executing the actual work.
The Userback Solution
That all changed when Pete discovered Userback.
Userback eliminated the noise and disconnected tools, giving Pete a straightforward, efficient way to capture and act on feedback without the technical debt.
Userback’s automation and AI Assist do most of the heavy lifting in Pete’s workflow now. He runs auto-assignment, priority tagging, and automated replies on nearly every piece of incoming feedback, and AI Assist handles the part that used to cost him the most time: turning brief, low-context client messages into something usable.
Clients often submit very brief feedback with minimal context. The AI tool helps fill in the gaps by providing a clearer, more consistent summary of the issue, which saves me a lot of time trying to decipher vague reports.
Userback’s JavaScript snippet is embedded across staging and production environments across multiple tech stacks, ranging from full to no-code platforms on occasion.
Session capture and screen annotation let him review the technical detail behind a bug report without an email chain. And because he scales up with contractors project by project, clean user provisioning matters as much as the feedback tooling itself.
Lightweight integrations with Jira and Slack push notifications out to external partners without pulling Pete into a heavier system himself.
Exordium’s Results With Userback
Faster bug resolution
Bugs and other issues are now 40% faster to identify and resolve.
Actionable feedback
Managing feedback became twice as fast, with less time chasing clients for clarification.
Streamlined stack
Light-weight integrations allow for a streamlined stack, reduced from 6 to just 1 tool.
What used to require six separate tools now runs through Userback alone. Automated capture of technical context, screenshots, and session data cut the email chains Pete relied on to reproduce an issue, reducing communication overhead by an estimated 50%. With automation and AI Assist doing the first pass on triage, he now identifies and resolves issues roughly 40% faster than when he was managing them through a disconnected toolset.
The effect on client relationships has been just as real. Clients, many working in demanding EdTech environments, submit feedback on their own schedule; automated summaries and prioritization mean Pete wakes up to fully contextualized, pre-sorted tickets rather than chasing people down for details.
Userback gave me a highly customized, automated environment that handles fluctuating feedback across multiple staging and production environments, allowing me to scale up with external resources seamlessly while maintaining total clarity on project priorities.
Pete’s advice to other solo operators and small teams is to resist the pull toward bigger, heavier tools.
“Trust the simplicity of the tool rather than defaulting to overbuilt, high-overhead project management ecosystems,” he said. “By leveraging Userback’s automations, AI tools, and built-in project separation, you can easily handle fluctuating feedback loops across multiple environments.”
