AI Solutions & Automation

AI that works inside your product and your business

AI-powered search and recommendations built into your product, plus chatbots and workflow automation that plug into the tools you already use.

AI Solutions & Automation
AI Solutions & Automation
Overview

What it is

This covers both sides of AI we get asked for most: AI built into your product (search that understands intent, recommendations, retrieval-augmented generation that answers from your own data) and AI built into your operations (chatbots, assistants, and workflow automation connected to your CRM, inbox, and internal tools). Most clients need a mix of both, which is why we run them as one practice instead of two disconnected services.

Why it matters

Off-the-shelf AI features rarely fit how your product actually works, and every business has a backlog of tasks that consume hours but don't require judgment: answering the same questions, copying data between systems, drafting routine emails. Built correctly and grounded in your own data, AI becomes a genuine advantage on both fronts: a better product, and hours back every week.

Capabilities

What this service covers

Each piece earns its place: here's what it does for the business.

01

Smarter search & discovery

Search that understands what customers mean, not just what they typed.

02

Hours back every week

Repetitive tasks run automatically instead of consuming your team's time.

03

Faster response times

Customers and leads get an answer in seconds, any hour of the day.

04

Answers grounded in your data

RAG pipelines mean AI responses are based on your content, not guesses.

05

Fewer dropped leads

Automated routing and follow-up mean inquiries stop falling through the cracks.

06

Personalized experiences

Recommendations tuned to real behavior instead of static, rule-based lists.

07

Custom AI-powered search

Semantic search that understands intent across your products or content.

08

Custom-trained chatbots

Trained on your business, products, and policies, with clear human handoff rules.

09

Workflow automation

Connects to the CRM, help desk, and inbox you already run day to day.

10

RAG pipelines

AI that answers from your own documentation, catalog, or knowledge base.

Process

How we run AI Solutions & Automation projects

01

Map the use case

We identify the specific feature or workflow worth building, and the data it needs.

02

Design the pipeline

Data sources, conversation logic, and model choice are mapped before building.

03

Build & integrate

The feature or automation is built and wired into your existing tools.

04

Test & refine

Real outputs and conversations are reviewed and tuned before full rollout.

What you get

Everything below ships as part of the engagement.

No line item here is an upsell added later.

  • AI feature integrated into your product, and/or a trained chatbot or automation
  • Vector database and embeddings pipeline (if applicable)
  • Workflow automation connecting your core tools
  • Escalation and human handoff rules
  • Usage and cost monitoring setup
  • Documentation for your team
Built with
  • OpenAI
  • Anthropic Claude
  • LangChain
  • Pinecone
  • Google Gemini
  • n8n
  • Zapier
FAQ

Questions we get asked

Most clients start with whichever has the clearest, fastest payoff (often automation, since it shows up in hours saved quickly), then add product-side AI features once that foundation is working.

Grounding responses in your own data through RAG dramatically reduces this, and we evaluate outputs for accuracy before launch. But we'll be direct with you about the remaining risk for your specific use case.

We train tone and responses around how your business actually communicates and review real conversations before launch: the goal is that it sounds like an extension of your team.

Yes. API usage runs under your own account so you retain ownership of billing, data, and usage limits. We handle the setup and integration.

Get in touch

Let's build something exceptional.

Tell us about your business and where you want to grow. We'll follow up within one business day with next steps.

What happens next
  • We reply within one business day.
  • A short call to understand your goals, no pressure.
  • A clear proposal and timeline, not a generic pitch.
Preferred call time (optional)