Reduce the cost and response time of our AI assistant

Describe the work. We’ll prepare what we can from your material.

Changes are saved when you run

Project brief

Project nameWhat should this accomplish?

AudienceRequirements & constraints

Source material Optional

Paste text or add a small TXT, Markdown, or CSV file. Maximum 30,000 characters.

Source material

Processing settings

Preparation

Creates planning scaffolds from your intake. CSV attachments also receive structural checks. No model is called. Drafts require review.

Adjust impact assumptions · optional

We have already prepared a model for this workflow. Change any assumption and run again to save a new version. These planning values are not a price quote.

Tasks per monthMinutes per task todayMinutes afterward, including reviewLoaded hourly cost (USD)Minimum adoption (%)Maximum adoption (%)Capacity converted to cash savings (%)Implementation cost (USD)Monthly operating cost (USD)

What you’ll get

A calculated comparison of assistant cost, latency, and acceptance.

This run prepares a starter draft and supported data checks. Choose AI preparation in settings for tailored writing.

Give it something to work with

CSV: variant,requests,input_tokens,output_tokens,total_cost_usd,p50_ms,p95_ms,accepted. Include a baseline row.

Your materialPrepare & calculateEditable files

Without source material, the result is an illustrative starting point, not findings about your business.