AI Feature Fast-Start: Ship an AI-Powered Feature in 90 Days

Your customers are expecting AI-driven experiences. Your competitors are already talking about them. But your team is maxed out and you can’t afford a 12–18 month science project. With AI Feature Fast-Start, we help your product and engineering teams go from idea to working AI feature in 90 days or less.

Trusted by creatives, startups & fortune 500 companies.

Who This Is For

Choose this pilot if you need to move fast without burning your team out.

CTO/CPO/VP Product

In a SaaS or tech-enabled business.

Engineering Manager

Under pressure to bring AI features to market but don’t have the internal bandwidth or experience.

Security Officer

Concerned about reliability, data privacy, or unpredictable model behavior.

What We Build

AI features that create real value instead of sitting in a demo deck. Here are common pilots we deliver:

  • Intelligent in-app assistants for onboarding and customer support.
  • Analytics or insight layers that turn raw data into clear guidance.
  • Automated summaries, recommendations, and smart suggestions inside your workflows.
  • Natural language interfaces that simplify complex steps for your users.
ai feature

How the 6-week engagement works

Use case discovery workshop

(1–2 sessions) to pick the highest-impact feature.

Technical design

Architecture, data flows, model selection (OpenAI, etc.), security considerations.

MVP implementation

Integrated into your existing product.

Testing & guardrails

To minimize hallucinations and failures

Launch & learn plan

Metrics to track and a rollout strategy.

ai outcome

Expected Outcomes

What teams typically achieve in their first 90 days:

  • Reduced support load by {X%} for workflows supported by guided help.
  • Increased product adoption by {Y%} in features enhanced with AI-driven guidance.
  • Higher CSAT or NPS for user journeys touched by the new AI feature.
  • Replace placeholders with real numbers from your internal projects.

Want an AI feature your customers use — in 90 days?

We’ll walk through your product goals, identify your best candidate feature, and map what a 90-day pilot could look like for your team.