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A^3 AI — Assistants • Automations • Analytics

Ship useful AI in weeks, not quarters.

I help small and mid-sized teams turn messy processes and scattered knowledge into AI systems that answer questions fast, complete tasks end-to-end, and make better decisions — without changing how your team works today.

• Your team repeats the same answers over and over.

• Work relies on spreadsheets and manual cross-checks.

• Key knowledge lives in docs, dashboards, or Slack threads.

• Processes break when one key person is unavailable.

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AI Assistants

Answer questions fast

Assistants help your team get answers instantly. Users type a question and get accurate, contextual responses instead of searching through dashboards or documents.

  • Travel or flight price lookup
  • Internal support Q&A chatbot
  • Property lookup → comps + estimated value + downloadable report

AI Automations

Complete tasks end-to-end

Automations take action and perform multi-step workflows. They can call APIs, fill forms, send status updates, and complete tasks — with or without human approval.

  • Support ticket resolution end-to-end
  • AI trading system (research + execution with guardrails)
  • Deal monitoring agent → alerts user when prices drop

AI Analytics

Make better decisions

Turn raw data into actionable insight. We enrich, structure, and index your data for forecasting, prioritization, and pricing.

  • Lead scoring with external signal enrichment
  • Real estate price forecasting using listing text embeddings

Engagement Model

Discovery — Free

Identify your highest-impact AI opportunity.

No commitment. 60–90 minutes.

Pilot (3–6 Weeks)

We build a working v1 with guardrails and metrics.

Pricing based on estimated hours & complexity.

Scale

Expand capabilities & hand off ownership.

Hourly or retainer options available.

Ready to explore a pilot?

Book a free 20-minute scoping call.