Amdahl

Amdahl helps you trust your go-to-market (GTM) agents and the drafts you write in Claude. It is one API that knows what good looks like for your business, and this connector brings it into Claude. It works from your own sales calls, meeting notes and CRM accounts and deals, so its grades and answers are grounded in what your buyers have said and what has worked in your GTM.

Amdahl does three things in Claude: optimize, evaluate and research.

Optimize. Paste an outbound email or LinkedIn draft and Amdahl returns a rewrite in the sender's own voice, with a one-line summary of what changed. If no rewrite beats your draft, you get your draft back with edits you can make yourself. This needs no connected data. You can add rules, voice examples or facts you know first-hand. With your calls connected, Amdahl can also check the draft's claims against what customers said and flag the ones nothing backs.

Evaluate. Grade a sales email or LinkedIn message, or the prompt behind it, against your customer calls. A message gets five checks (relevant positioning, grounding, verified specifics, differentiation and CTA clarity), each with its reasoning and the customer quotes behind it. A prompt is graded on its own rubric. Either way you get an improved version. The grade comes from Amdahl, not from Claude. Evals need at least one connected source that has synced.

Research. Ask what your buyers care about and get answers from your own calls, meeting notes and CRM deals, such as objections, competitors, pricing, win and loss reasons and deal status. For a harder question, a research job returns one cited answer. For longer work, such as account research or an at-risk deal review, Amdahl runs the job on its side and returns the result.

Amdahl never sends email and never writes to your CRM or sequencer. Your data is not used to train generalized AI models. Sign in with your work email. An Amdahl workspace is required.