What this work looks like in practice.

Challenge

The founder was spending 8–10 hours a week stitching together prospect research, market notes, and call prep from scattered sources.

Solution

We designed a research workflow agent that pulled structured inputs from internal notes, public sources, and prior call summaries, then generated a reusable pre-meeting briefing with source-linked takeaways.

Likely outcomes

• Cut prep time from hours to minutes
• Standardized pre-call quality across opportunities
• Created a repeatable research workflow instead of ad hoc prompting

Good fit for this shape

Teams with a repeated workflow, existing tools, and clear pain around time, consistency, or operator load.

Challenge

The agency was losing margin to slow lead triage and messy handoffs between inquiry, qualification, and proposal creation.

Solution

We implemented an intake assistant that structured inbound requests, surfaced missing information, enriched prospect context, and generated a first-pass project brief for internal review.

Likely outcomes

• Faster response times for new inquiries
• Cleaner handoff from sales to delivery
• Less founder involvement in repetitive qualification work

Good fit for this shape

Teams with a repeated workflow, existing tools, and clear pain around time, consistency, or operator load.

Challenge

Important process knowledge lived across documents and chat threads, making repeated internal requests expensive and inconsistent.

Solution

We built an agent workflow that retrieved policy/process context, asked follow-up questions when needed, and produced action-ready outputs for repetitive internal tasks.

Likely outcomes

• Reduced repeated ops questions
• Improved consistency of internal execution
• Created a clearer path from knowledge retrieval to action

Good fit for this shape

Teams with a repeated workflow, existing tools, and clear pain around time, consistency, or operator load.