Technology

Human oversight.People hold the authority. The record shows it.

Codira's products let AI prepare, propose and check, and leave consequential decisions to the people accountable for them, with every proposal, check and decision kept where it can be reviewed.

How It Works Our Products
Review queue3 waiting

The central question in professional AI is rarely whether a system can do a task. It is how its contribution is reviewed, interpreted and authorized before it affects a client, a codebase or the public. Codira treats that as a design problem, not a disclaimer.

Oversight is built into each workflow: where approval is required, what information a reviewer sees, how a decision is recorded and who can make it. Automation covers much of the work, while actions with operational, financial, legal or professional consequences wait for a person with the authority to take them.

What oversight covers.Authority that is designed in.

Human Approval

Consequential actions require a person, and the system holds them until one acts.

Decision Transparency

Reviewers see what the system proposed, what the rules found and why.

Reviewable AI Actions

Proposals arrive as diffs, drafts or suggestions that can be inspected before acceptance.

Escalation

Overriding a failed check needs a stated reason, and higher-risk work needs more approvers.

Accountability

Each decision is attributed to the person who made it.

Professional Judgment

Questions of interpretation and strategy stay with the professional.

Auditability

Proposals, checks and decisions are kept in a record that can be examined later.

Automation is not autonomy.Much is automated. Authority stays put.

A workflow can automate gathering, summarizing and drafting while still requiring explicit authorization for anything with real consequences. Effective oversight means deciding where people participate, not only putting one at the end.

Workflow steps · by consequence

In our products.Who decides, in each product.

Each product names the person whose decision counts.

Every change is shown as a diff and nothing is written until the engineer applies it. Each AI apply is checkpointed, so it can be undone in one click.

The product

Approvals are bound to the exact version approved, financial releases need two approvers, and no agent or API key can publish, pay or send.

The product

Everything an agent proposes lands in a review queue. Only an attorney's acceptance enters the record, and it is logged against that person.

The product

What it does not do.Oversight supports judgment. It doesn't supply it.

The architecture makes review possible and visible. The quality of the decision is still the professional's.

  • Oversight cannot help a reviewer who approves without reading; it can only make the reading easier and the decision recorded.

  • The products do not decide privilege, predict outcomes or give legal advice, and they say so.

  • Some low-risk steps are automated by design; the products document which ones.

The rest of the architecture.Explore the other capabilities.

Orchestration How work is planned, divided and sequenced.Multi-Agent Intelligence Specialists, each with one job, instead of one assistant.Deterministic Verification Rules in code that check what models produce.Architecture and Security System boundaries and safeguards.Intellectual Property Our provisional patent portfolio.

Advanced machine capabilitywith clearly defined human authority.

Codira's view is that the most valuable professional AI expands what people can do while keeping them in control of what is done.

Technology Overview Talk to Our Team