Don’t Slow AI Down, Control It Instead

About this session

The race is on for the driver’s seat. Keep humans in it.

More intelligence should not mean more authority. Binny Gill, CEO of Kognitos, walks through how deterministic AI separates reasoning from execution, so finance teams can accelerate automation while humans control what it is allowed to do.

The session is for CFOs, controllers, and finance leaders who want AI to extend their capabilities without taking the wheel.

What the session covers

A pause is not an architecture: why slowing down does not establish control, and why separating what AI can think from what it can do changes the problem
Separating intelligence from authority: generative AI interprets and proposes, humans keep authorization, and a constrained, deterministic runtime executes the approved steps
Making actions legible and limits explicit: a finance example from a plain-English proposal to human approval and auditable execution, and where permissions and enforceable boundaries belong

The control architecture

AI proposes. Humans authorize. Deterministic systems execute. The model can reason creatively; the execution layer stays within the authority it has been given.

An invoice arrives. AI proposes a plan in plain English: match it to a purchase order, flag a $2,300 variance, and route it to the regional controller. The AP lead reviews the proposed steps and can approve, edit, or reject them, because interpreting an invoice does not give the model permission to pay it. A constrained runtime then carries out the approved steps, with a record of what was proposed, who authorized it, and what ran.

Deterministic execution does not make every decision correct: approval quality, permissions, and execution-layer security still matter.

Speaker

Binny Gill

CEO | Kognitos

Who this session is for

The session is built for the people who decide how much authority AI gets:

CFOs and VPs of Finance
Controllers and accounting leaders
AP and finance operations leads
Finance leaders who want AI to extend their team without taking the wheel

Common questions about this session

When was this recorded?

Wednesday, September 23, 2026, at 10 AM Pacific. The session runs 45 minutes.

Where can I watch the recording?

The full session is embedded at the top of this page and is also published on the Kognitos YouTube channel. No registration is required.

Who is the speaker?

Binny Gill, CEO and founder of Kognitos.

What does “separate intelligence from authority” mean?

Generative AI is allowed to interpret a request and propose a plan in plain English. It is not allowed to act on that plan. A human authorizes the steps, and a constrained, deterministic runtime executes only what was approved, with a record of what was proposed, who authorized it, and what ran.

Who is this recording for?

CFOs, VPs of Finance, controllers, and AP and finance operations leaders who want to accelerate automation while keeping humans in control of what AI is allowed to do.