Skip to content
PrinciplesProduct

The brain should be yours

Every finance agent learns how your business runs. The only honest place to keep that knowledge is with you — in plain language, exportable, and portable.

Prem Shah

6 min read

Every business runs on knowledge nobody has written down. Which customers can be pushed and which need a call from the founder. Who actually approves a payment plan when the CFO is travelling. Which vendor's invoice always arrives twice and which chronically late payer is fine. This knowledge usually lives in one person's head, and when that person leaves, the business gets worse at money for six months.

A finance agent that does its job well will capture this knowledge. It has to. You cannot run collections properly without learning that Meridian pays fifteen days late every quarter and does not appreciate being reminded. The question is not whether the agent learns. It is who owns what it learns.

The default answer is the wrong one

The default in software is that learned behaviour is the vendor's asset. It is the moat. It is the reason you cannot leave. Every year, the product gets a little better at your business and leaving gets a little more expensive, and the sales deck calls this 'compounding value'. From the customer's side it is called lock-in.

We think that is an especially bad deal in finance. The judgment an agent captures about your customers, vendors, and approvals is not a feature of the software. It is a description of your business. It existed before the agent and it should survive the agent.

Lock-in is a confession that the product is not good enough to be kept.

What 'yours' actually means

It is easy to say the customer owns their data. Most terms of service say it. Here is what we mean by it, specifically, in the product:

  • Every rule the agent learns is written in plain language, with the evidence that produced it. 'Dover & Co. routes approvals through the controller; the CFO must be cc'd on second notices. Based on 6 prior cycles.'
  • You can read it, edit it, and delete it. If the agent has drawn the wrong conclusion, you correct it and the correction is what it uses from then on.
  • You can export all of it, at any time, in a format another system could read. Not on cancellation. Any Tuesday.
  • It is stored per company, never pooled, and never used to train anything for anyone else.

Why this is good for us too

There is a commercial argument here, not just a moral one. If a customer can leave with their knowledge intact, we have to be kept for the right reason: the agent does the job better than the alternative. That is a discipline. It keeps the roadmap honest and the pricing honest, because there is no captive customer to extract from.

It also makes the product better. An agent whose reasoning is visible gets corrected faster. A customer who can see the rule 'escalate on day 30' will tell you it should be day 45 for that account. A customer who cannot see it will just be quietly annoyed at a reminder that went out too early, and will not know why.

The uncomfortable part

Making the judgment layer readable means exposing when the agent is wrong. Early on, it is wrong fairly often. It infers an approval route from three examples and one of them was an exception. It decides a customer is 'always late' from a bad quarter. Showing that in plain text is less flattering than a confident dashboard.

We decided we would rather be visibly wrong and corrected than invisibly wrong and trusted. Finance is not a domain where you want a black box making judgment calls, even small ones. Especially small ones, because they compound.

So: the brain is yours. Not as a slogan, but as a set of specific product decisions that cost us the easiest retention tactic in software. We think it is the only honest way to sell an agent that learns your business. We also think, over time, it is the way that wins.

Keep reading

More essays.

All essays
  • PrinciplesSecurity

    What a finance agent must never do

    Trust in an agent comes from the list of things it cannot do, enforced in code. Here is ours, and why each line is there.

    Prem Shah7 min read

Put it to work

The essay is the argument. The agents are the evidence.

See which agents are live today, what each one will never do, and how the judgment layer stays yours.