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Case Study

OrangeDot Scales AI Across Its Entire Team With Claude

Case Study Badge-Aug-31-2026-08-04-13-8505-PM
Group 130-2

1,007+

Annual Team Capacity Hours Reclaimed

360
+

Annual Project Delivery Hours Saved

$251
K

Estimated Annual Operational Cost Savings

TRANSFORMATION & GROWTH:

Systematizing Team-Wide AI Operations with OrangeDot

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The Client

 

OrangeDot is a Monday.com consulting partner that helps clients implement, configure, and drive measurable results from the work-management platform. The lean, high-output team runs sales, marketing, and delivery on Monday.com, Slack, and Granola, and had already begun experimenting with Claude across nearly every function. OrangeDot engaged Aptitude 8 to close the gap between the value the team believed Claude could deliver and how fragmented its actual, day-to-day usage had become.

The Problem

  • Every team member prompted Claude differently, uploading brand guidelines and rebuilding project context from scratch in each new chat, so output quality varied across the business.
  • Proposals varied in format and brand accuracy depending on who built them, and scoping conversations produced a different structure and result every time they ran.
  • Meeting follow-up notes never reached the CRM, leaving deal records incomplete and forcing reps to reconstruct account history by hand.
  • Inbound leads arriving through Slack sat unread in threads and channels, and were routinely missed before anyone logged them into the CRM.
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    Limited Control

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Fragmented, inconsistent Claude usage across the OrangeDot team before the engagement

The Solution

Phase 1 — Discovery & Alignment

  • Mapped every sales, marketing, and delivery workflow across the OrangeDot team to find repeatable patterns
  • Identified where Claude was already used inconsistently and rebuilt from scratch in every new conversation
  • Prioritized the high-frequency, high-friction tasks Claude could absorb across sales, marketing, and operations
  • Audited existing brand guidelines, proposal templates, and scoping inputs for reuse inside skills
  • Documented the current-state usage map so every later automation targeted a real, recurring bottleneck

Phase 2 — System Design & Data Modeling

  • Designed a skills architecture that replaced ad hoc prompting with consistent, reusable, context-aware inputs
  • Defined standardized inputs and outputs for scoping, proposals, and post-meeting follow-up workflows
  • Loaded brand guidelines and proposal templates into skill context so they apply automatically every run
  • Structured project knowledge bases so Claude pulls the right context without manual setup each time
  • Set naming and structure conventions so skills stay consistent as the team adds more over time

Phase 3 — Implementation & Integration

  • Built custom skills for scoping, branded proposal generation, and structured post-meeting CRM summaries
  • Configured the Monday.com MCP integration so Claude builds onboarding and demo boards directly
  • Built a pipeline intelligence artifact that ranks deals from CRM data and meeting notes
  • Generated realistic demo data so client-facing Monday boards look production-ready before every sales call
  • Standardized delivery handoffs and single-pass UAT generation from the full project knowledge base

Phase 4 — Automation & Scheduled Tasks

  • Deployed a scheduled task that crawls Slack for inbound leads and writes structured CRM records
  • Automated logging of every Granola meeting summary to its matching CRM opportunity record
  • Built a daily task scanning email and Slack to surface a consolidated action list each morning
  • Removed manual data entry from lead capture and meeting logging across the sales workflow
  • Configured the three tasks to run autonomously with no rep action required daily

Phase 5 — Training & Enablement

  • Delivered live enablement so every team member could run the skills without prompting rituals
  • Documented skill inputs and outputs as repeatable delivery standards the team could rely on
  • Structured skills so new team members produce consistent, on-brand work from their first day
  • Transferred ownership of skill maintenance and scheduled tasks fully to the OrangeDot team at close
  • Established skills as the delivery standard other engagements and new hires can inherit directly
Claude skills and Monday.com MCP integration automating OrangeDot proposals, scoping, and CRM

The Outcome

  • 100% of proposals now generate through Claude, built automatically from a scoping sheet and Granola transcripts, consistently branded no matter which rep runs them
  • Three scheduled tasks keep the CRM current daily, capturing Slack leads, syncing meeting notes, and surfacing priorities with zero manual data entry
  • Five-plus GTM workflows now standardized into reusable skills spanning sales, marketing, scoping, and delivery, so every output looks and reads the same
  • Monday.com onboarding and demo boards now build in minutes, feeding requirements to Claude and transferring the reviewed structure straight to the client
  • UAT scenarios and a matching training guide now generate in a single pass from the full project knowledge base at close

Business Impact

  • Sales operations: Saves 335 hours annually through faster proposal creation, automated lead capture, meeting management, and improving lead and meeting-data capture.
  • Project onboarding and closeout: Saved over 360 hours annually.
  • Marketing operations: Saves 312 hours annually, representing $78,000 in cost savings, doubling marketing output capabilities while improving accuracy.
  • Together, these improvements return over 1,007 hours of capacity annually, representing roughly $251,750 in annual savings.
100%
Added Marketing Ops Capacity
Claude runs research, copy, and landing pages, freeing the marketing team for strategy.
3
Reclaimed Sales Time

Three scheduled tasks capture leads and log meetings without any rep action daily.

5+
Consistent Output Across the Team

Skills pull brand and context automatically, keeping every rep and new hire on-brand. 

1
Streamlined Project Closeouts

Claude turns the project knowledge base into UAT scenarios and a training guide. 

The Tools

New Tech Stack

Group 141

What the client is saying...

JULIA HANOLD | ORANGEDOT

“I didn't realize I could just build a skill from everything we already have and have Claude pull it automatically every time. That changes how I'm going to think about everything.”


 

 

 

 

 

 

Julia Hanold-1
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Julia Hanold
Managing Director

HOW WE SET YOU UP FOR SUCCESS

Next Steps

Aptitude 8 structured the OrangeDot engagement to replace fragile, ad hoc AI usage with a durable, skills-driven operating layer that delivers value immediately and scales as the team grows. Consistent inputs, outputs, and naming conventions were applied across every skill and scheduled task, so quality no longer depends on who runs the work. Live enablement and documented standards transferred full ownership to OrangeDot, so the team maintains and extends the system without ongoing dependence on Aptitude 8.





About Aptitude 8

Implement. Integrate. Optimize.

Aptitude 8 is a technical consulting firm that helps companies make their business process, and the tools they use to deliver it, a competitive advantage. In today's business environment, the experience your customers have when buying from you is just as important as what you're selling. We build it better.

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