SERVICES

Spend less on the wrong work.

AI token optimization is the starting point. The right fix may also involve your CRM, your integrations, or the workflow itself.

01 / AI Spend Audit

Find out where your tokens go.

A usage baseline by workflow, model, and team. Identify repeated context, unnecessary calls, and spend without a clear owner.

02 / Workflow Redesign & Model Routing

Use the right model for the job.

Route routine tasks to smaller models, reserve larger models for the work that needs them, and test the difference.

03 / Caching, Evals & Guardrails

Reduce repeat work. Protect output quality.

Cache stable inputs, build representative evals, and set limits on retries, context, and tool calls.

04 / Ongoing Cost Monitoring

Catch cost drift before the next invoice.

Track usage and cost per successful task, with thresholds and ownership your team can maintain.

05 / HubSpot Implementation

Make your CRM match how your team works.

Clean up lifecycle stages, routing, data quality, and automation so sales and marketing work from the same system.

06 / Integrations & Stack Advisory

Connect the tools. Remove the workarounds.

Map data flows, repair handoffs, and evaluate technology purchases against actual operating requirements.

LET’S FIND THE FRICTION

Less waste. Better systems.

Tell us what you’re running, what’s getting expensive, and where work gets stuck.

approach works

Independent engineers. North America.

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