Every business system that’s in widespread use today was designed before AI. They were designed on assumptions that were made at the time.
Software stored and displayed the data. People did the rest. They typed the data in, went looking for information, and moved between systems to get a job done. If we were fortunate, maybe there was a little integration between the systems to help with re-keying.
CRM shows this the best. Reps type updates in so they can track work and roll up to a forecast, and managers chase status the system doesn’t show yet.
The arrival of AI was a massive paradigm breaker. It changed the assumptions these systems were built on. But most AI added to these systems sits on top of the old workflow, so the old assumptions stayed.
We design workflow as if AI existed from the start.
Today Green Irony launches Run on Claude for Salesforce, a Claude UI for your Salesforce. ROI starts in four weeks, and the obvious bandwidth savings is also the least interesting part.
What it costs to keep the CRM current
Imagine a sales team of 10 reps and one manager. Each rep spends 8-10 hours a week updating Salesforce so that management has visibility into pipeline. The sales manager spends time chasing updates, understanding pipeline at scale, and committing monthly forecast numbers to the business.
This typing has a cost, and it’s not a small number. The math works out to roughly $287K a year for one 10-rep team.

The math: 10 reps × 8 hours a week × 48 weeks, plus 20 manager hours a month, at $110K and $150K base salaries with 30% added for benefits and taxes.
Nobody can skip that work. Without current data there is no forecast. And every one of those hours is an hour a rep isn’t selling.
What Run on Claude for Salesforce is
Your reps work deals in Claude, using an AI-native user interface that is purpose-built for their exact workflow as if AI existed from the start. They prep for calls, capture what happened, and update the opportunity as part of the workflow, not as a one-off data entry step.
Claude drafts the update. The rep reviews it, applies their judgement, and saves. The rep does not retype anything; they validate what already happened as the human in the loop.
Behind the UI is an inexpensive, enterprise-grade contextual database that holds the history of each account, contact and deal. Claude knows the deal before the rep asks. Context powers every interaction, so reps and leadership are always working with the most current intel. MuleSoft governs every write back to Salesforce.
Salesforce stays your system of record. Your reports and integrations keep running on it. All of this runs on the Claude seats you already pay for with no other token bills, no new licensing to decode, and every write governed by a human as part of getting their work done.
The four weeks
- Week 1: discovery. We learn how your team sells and finalize requirements.
- Weeks 2-3: we build and deploy.
- Week 4: pilot reps go live on real deals, and we validate with them.
Four weeks works because the process is tight. A motivated customer can have the solution live in as little as four weeks, immediately giving their organization a lot of time back and selling better.
The more interesting part
The bandwidth savings are obvious, but they are also the less interesting part of the overall value. The more interesting part is the operating model this technology enables.
Leaders stop chasing deal status. Working the deal writes the record, so the pipeline is current without anyone asking for it. A manager who used to spend hours asking where a deal stands has immediate access.
Reps stay in the job. They prep, sell and approve the update in one place. They stop switching systems to log what they just did. They focus only on their core job: building relationships and bringing revenue to the business.
The data gets better without a dedicated data hygiene effort. Every deal worked, every contact engaged, and every account planned through Run on Claude enriches the context contained within the records.
As a net result, the system learns and gets better just by selling through it.
How much better could your team sell if they knew an entire history of accounts, contacts, and opportunities while they were selling?
We run on it
Green Irony has run its own sales from Claude since February. It helped us close a deal this year that I don’t believe we win without it. Services quotes for MuleSoft used to take weeks and tens of hours to build. Now they take a Claude prompt and a five-minute review from a technical expert.
Our first clients went live this week. We will share what they are seeing soon.
See it for yourself
- Watch the walkthroughs: Run on Claude playlist
- See the offer: greenirony.com/claude-salesforce
- Get a demo built on your workflow: greenirony.com/demo. We send a recorded walkthrough of your process within three business days.
Follow along: Aaron on LinkedIn · Green Irony on LinkedIn · YouTube
