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Case studies

Representative AI transformations for growing companies.

These examples show the kind of work we prioritize: practical, measurable workflows that reduce manual effort and improve customer or employee experience.

B2B Services

Sales operations copilot

12 hours saved per week

A growing service firm needed cleaner lead follow-up and proposal prep. We connected CRM notes, email history, and templates into a guided workflow that drafts follow-ups and prepares account briefs for review.

  • Lead response time down 68%
  • Pipeline notes standardized
  • No CRM migration
Local Healthcare

Patient intake and admin automation

2.4x faster intake

A clinic team was spending too much time turning forms, calls, and emails into structured tasks. We built a controlled intake workflow that summarizes requests, tags urgency, and routes work to the right staff member.

  • 40+ requests handled daily
  • Human review preserved
  • Clear audit trail
Light Manufacturing

Operations knowledge assistant

Fewer repeated interruptions

A manufacturing SMB had procedures scattered across files and tribal knowledge. We created a searchable assistant over SOPs, supplier docs, and internal notes, with escalation when confidence is low.

  • SOP retrieval in seconds
  • Supplier lookup automated
  • Low-confidence handoff
Law Firms

Client intake and matter briefing

Same-day intake summaries

A small law firm needed faster intake without losing professional review. We designed a workflow that captures web and phone inquiries, summarizes the matter, drafts follow-up questions, and prepares an attorney-ready briefing.

  • New inquiries structured
  • Attorney review preserved
  • Conflict-check prep included
Lead Generation

Lead qualification and handoff agent

Higher booked-call quality

A lead generation firm was qualifying prospects manually across forms, emails, CRM notes, and call outcomes. We built an agent-assisted workflow that enriches leads, scores fit, drafts follow-ups, and flags weak handoffs before sales calls.

  • Fit scoring standardized
  • Follow-up drafts automated
  • CRM handoffs cleaner
Ecommerce

Customer support and returns triage

24/7 buyer support coverage

An online store needed better customer response without adding a full support team. We connected order data, product information, shipping policies, and helpdesk history into a controlled support assistant with escalation rules.

  • Order questions handled faster
  • Returns triaged automatically
  • Escalation rules enforced
Online Education

Enrollment and student support copilot

Faster lead-to-enrollment response

A course and coaching business needed to follow up with leads, answer program questions, and support enrolled students across multiple channels. We built a workflow for qualification, reminders, onboarding, and knowledge-base answers.

  • Inquiry follow-up accelerated
  • Student FAQs automated
  • Program fit notes captured
Trust signals

What every engagement includes.

We keep projects grounded in operating reality: real software, real teams, clear controls, and measurable output.

Executive sponsor alignment

A clear owner, decision process, and commercial objective.

Data boundary review

What AI can access, what it cannot, and where humans stay in control.

Adoption plan

Training, workflow documentation, and team feedback loops.

ROI dashboard

Usage, time saved, conversion, cycle time, or quality metrics.