The START framework

Start

Shrink the Scope

Quick wins create confidence—and open the door to bigger bets.

• Test, Don’t Theorize

Start small. Win fast. Learn faster.Chasing a company-wide AI transformation from day one is a recipe for delays and disappointment. The most successful AI projects begin with focused, clearly defined use cases.We help you zoom in on a single, high-friction workflow or repetitive task that AI can impact in the next 30 days.
Think: follow-up email automation, voice-to-CRM transcription, or document summarization. Small, tactical, and tangible.

Ideas are great. Prototypes are better.Instead of overanalyzing what might work, we build something that does. Our team uses a curated stack of LLMs (like ChatGPT or Gemini), no-code tools, and your existing platforms to spin up a working prototype or proof-of-concept in weeks—not quarters.Your internal team can see it, click it, break it, and validate it—before you ever scale.

Start

test, Don’t Theorize

Prototypes beat PowerPoints.

• Align Around Value

Start

Align Around Value

Set clear, achievable outcomes so you’re not chasing AI unicorns.

• Run Real User Feedback

No AI hype—just clear success criteria.Before writing a single line of code, we help you define what success actually looks like. Is it fewer manual hours? Improved customer satisfaction? Shorter sales cycles?By aligning stakeholders on simple, measurable outcomes upfront, you avoid ambiguity and set the stage for meaningful results—not vague impressions.

Executives don’t use AI tools—your people do. So we build around their workflows, not in a vacuum.Once the prototype is live, we put it in the hands of real users—sales reps, analysts, support teams—and gather direct, actionable feedback. Their input informs iteration and ensures adoption.

Start

Run Real User Feedback

Build with users, not just for them.

• Track & Iterate

Start

Track & Iterate

Progress over paralysis. Every single time.

• Etiam consequat ultricies

Because the real ROI isn’t in the pilot—it’s in what comes next.After launch, we help you measure real results. Did it save time? Did users engage with it? Did it create new bottlenecks or eliminate old ones?With insights in hand, we decide together:
• Scale it?
• Refine it?
• Sunset it?The key is momentum through iteration, not perfection on day one.