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Six questions About See it on your code

The people who sign.

AI is fast, never gets tired and never goes on holiday. But it cannot answer for what it delivers. That is what we are here for.

Five jobs, one rule: nothing ships without a signature.

The one who asks the awkward questions.

Analysis

Before touching a system you must be able to explain it: how it is built, how big it is, where it is at risk, what is worth doing.

The agents
They dig fast through code, dependencies and metrics.
The person
Picks what truly matters, challenges every conclusion and rewrites it so that a technical committee can decide.
AI prepares the case. People deliberate.
  • X-ray of the system
  • Risks and debt
  • Options and costs
  • Not only software

The one who doesn’t trust green tests.

Quality and security

A vulnerability or an anomaly is not closed until you know why it was there.

The agents
They find the cause in the code and propose the fix, with its checks.
The person
Verifies that the fix really closes the defect, without opening others, before it reaches production.
Tests and builds give evidence, not certainty. That is why there is a signature.
  • From detection to cause
  • A fix with its proof
  • Stop rules
  • A trail that stays

The one who gets Haicor talking to your stack.

Architecture and platform

Not a closed box: a platform configured on the customer’s frameworks, technologies and rules.

The agents
They work inside the declared boundaries: LOOM enforces them on every request, with any model.
The person
Turns what the customer decides into configuration: which systems, which stack, which releases, which models.
Models are swapped like components. The cycle, the rules and the memory stay yours.
  • Repository scope
  • Technology stack
  • Release process
  • Models and data

The one who writes the rules, just once.

Rules and knowledge

The rules that matter cannot live in someone’s head, nor in a vendor’s records.

The agents
They apply them at every generation, without forgetting them and without interpreting them their own way.
The person
Writes, approves and maintains them together with the customer: conventions, constraints, security and domain become Skills.
Software grows. With Skills, what the company can explain grows too.
  • Team conventions
  • Constraints and security
  • Domain knowledge
  • History of decisions

The one who keeps production running.

Production

With AI the work runs faster, but it is still a team of people that delivers it: the developers.

The agents
They propose changes and commands, in the developer’s repository.
The person
Each developer approves actions with effects before they happen. And the team answers for what it delivers.
The keyboard can be the AI’s. The Enter key stays ours.
  • The development team
  • Same rules for everyone
  • Confirm before acting
  • What is learnt goes back to LOOM

We don’t work alone.

In every module there are two kinds of intelligence, with different jobs: agents prepare the case, a person decides.

Analysis

The agents
Eight automated specialists look at the same system from eight angles.
The person
Validates or corrects every artifact. The technical committee decides.
The module Analysis →

Coding

The agents
A team in parallel analyses code and dependencies, and runs the tests.
The person
Checks the proposal against the goal and the rules. Then signs, or rejects.
The module Coding →

Fixing

The agents
They find the cause in the code and propose the fix, with its checks.
The person
Verifies that it closes the defect without opening others, and approves.
The module Fixing →

Shift

The agents
They measure versions and risks, upgrade and iterate until everything builds and passes the tests.
The person
Decides which jumps to make and in which order, and validates every step.
The module Shift →

Skill

The agents
They apply the rules at every generation, without forgetting them.
The person
Writes them, approves them and keeps them current.
The module Skill →

Born at Endow, not on a whiteboard.

Endow is an Italian software consulting and development company, founded in 2010. We design, build and maintain the software that keeps organisations running: business systems, portals, integration layers.

We work for public administrations and companies in regulated industries. These customers hold us to account for every line of code, and they have to: they answer to audits, regulations and citizens.

Haicor was born here, in our innovation lab: from the need to use AI speed without ceasing to answer for what we deliver.

We don’t believe in fully autonomous software. We believe in software someone answers for.

CertificationsUNI EN ISO 9001 qualityISO/IEC 27001 information securityLegality Rating two stars plusGender equality certifiedISO/IEC 42001 AI management · in progress

Talk to a human.

Write to us: a person answers. No bots.

Write to info@haicor.ai

The portraits are illustrations of the people on the team, published with their consent. We swap names on the first call.