Skip to content
KINTO

How we work

KINTO works in four steps — deep diagnosis, market intelligence, agentic design, and activation — and measures before it fixes, starts read-only, and puts approval or validation before anything moves money.

The four steps, from diagnosis to scale

The four steps, from diagnosis to scale A system, not a one-off project: the steps repeat as the operation changes.

  1. Deep diagnosis

    KINTO gets inside your operation, maps processes, understands the real system (not the official one) and finds where value is stuck, using your own data: invoices, chats, ERP records, server logs.

  2. Market intelligence

    Before designing anything, KINTO captures signals from the environment (what the market searches for, what customers ask, what competitors do) to know where the real advantage lies.

  3. Agentic design

    KINTO builds the agents, automations and tools that carry the weight, designed so the user does as little as possible. Everything the system states comes from authoritative data.

  4. Activate and scale

    KINTO launches, measures and scales the levers that move results. Each change is tested before release, and what is still unknown is written down.

KINTO’s method is a system, not a one-off project: four steps that repeat as the operation changes. The principles below are not slogans; each one comes from something that happened in a published case.

The four steps

  1. Deep diagnosis. Understand the real operation before proposing anything.
  2. Market intelligence. Know what the market is looking for before designing a solution.
  3. Agentic design. Build the agents, automations and tools that do the heavy lifting.
  4. Activate and scale. Launch, measure and scale what moves the needle.

KINTO’s engineers do this work from inside the client’s operation, which the industry calls forward deployed engineering: they read the client’s conversations, ERP and sales data, and build in production with approval or validation before anything moves money.

Seven working principles

  • Measure before fixing. In a sports e-commerce brand’s case, the audit found that the bottleneck was not the agent’s conversion but that most conversations left no data behind. Fixing conversion first would have been the wrong job.
  • Read-only first. In a real estate firm’s case, every ERP service was inventoried and audited read-only before any automation; writes go through a person’s approval.
  • Autonomous by default, human by exception. In a logistics operator’s case, the new system handles the routine and calls a person only when something falls outside what is expected.
  • Honesty over invention. An agent says “no data” rather than make up a spec, a price or a date. In a food manufacturer’s project, code computes delivery dates because a language model gets them wrong.
  • Simulations and multi-model audits before each release. Customer simulators run before every version, and a different model from the author reviews the work, with findings verified by a person.
  • Pay for results when there is a measurable baseline. Where a baseline can be frozen and audited, KINTO can propose fees tied to incremental results. It is an option, not the default, and it needs a baseline both sides trust.
  • Write down what is still unknown. Every KINTO case study ends with what the team could not establish, so a result is never inflated.

A standard behind the design

KINTO’s UX standard: if the user has to do something the platform can do for them, KINTO fails. The system does what the system can do; the human does only what needs to be human.

If you want to see how the steps look in your own operation, contact KINTO.

Case studies

Related case studies

Frequently asked questions
What happens in KINTO's first step, the diagnosis?

KINTO gets inside your operation: it maps processes, studies the real system rather than the official one, and finds where value is stuck. In its cases this meant inventorying an ERP, cross-checking a channel against stock, or mining a year of invoices. Scope, plan and price come out of this step.

How long does a KINTO project take?

It depends on scope. In KINTO's published cases, a one-page site took about three working days, a community radio's streaming migration about a month, a store migration about two months, a study-abroad site of over 100 pages about six weeks, and an agentic ERP about six months. Each case lists its period.

How do I start working with KINTO?

Book a call from the contact page or write to [email protected]. KINTO then runs a diagnosis of your operation: processes, data and where value is stuck. From that diagnosis come the scope, the plan and the price. You do not need to know the solution in advance, only the problem.

How is KINTO's FDE different from an agency or a consultancy?

An agency delivers a campaign or a site, and a consultancy delivers a recommendation. KINTO's engineers build and operate the system inside the client's operation, starting read-only, with approval or validation before anything moves money. Its published cases state what was measured and what is still unknown.

Have a problem like this?

Tell KINTO what is going on. The first conversation is to understand it, not to sell.

Book a call Contact