Platform
The platform behind a governed AI workforce.
unikode sits between your firm's objectives and the work that gets produced. Operators scope the brief, supervised workflows run under visible quality checks, and reviewers approve drafts before they leave the workspace.
Overview
Four capabilities, one operating pattern.
The platform keeps the same structure across domains. The pattern does not change between a legal brief and an engineering report. What changes are the templates, the source materials, and the reviewer.
Supervised workflows
Template-based processes run under explicit constraints. Every step is recorded. No hidden work.
Quality checks
Format, scope, and source checks run before a draft reaches a reviewer.
Progress visibility
Workflow state, artifact lineage, and approval status stay visible to the operator.
Approval surfaces
Inbox, dashboard, and document-preview surfaces your team already understands.
Integrations
Fits the systems your team already runs.
Integrations are category-first. The workflow meets your stack rather than replacing it.
SSO · SAML 2.0
Okta, Entra ID, and Google Workspace. Role mapping stays inside your existing directory.
Email · Slack · Teams
Drafts, review requests, and status updates surface in the channels your team already reads.
S3 · Azure Blob · SharePoint
Source materials and deliverables stay in your storage under scoped credentials.
Structured JSON
Activity trails route to Splunk, Datadog, or your SIEM as append-only records.
GitHub · GitLab · Azure DevOps
Engineering deliverables pass through the same review lanes your team already uses.
DocuSign · iManage · NetDocuments
Drafts route through existing document and signature systems instead of creating a new silo.
Your cloud · your boundary
By default, the platform runs in your tenancy and respects the access controls already in place.
Differentiators
What unikode is, and what it is not.
The category is noisy. Here is the shortest explanation of how this differs from the alternatives most firms already know.
Chat wrappers
A prompt box over a foundation model.
Good for ad hoc drafting, weak on workflow state, review discipline, and source traceability.
unikode
Supervised workflows with evidence binding.
Every run is scoped, every draft is reviewable, and the context behind the output remains visible.
Autonomous task stacks
Systems dispatching work without named reviewers.
Hard to audit, hard to explain, and difficult to contain when an exception appears.
unikode
Controlled execution with named reviewers.
Branches are explicit, review is first-class, and exceptions route to people instead of being improvised at runtime.
Rule-based automation
Screen scripts and brittle handoffs.
Strong on repetition, weak when a deliverable needs judgment, context, or sourced drafting.
unikode
Template-based processes with AI inside the gates.
Rules set the frame. The system handles the drafting inside it. Reviewers keep authority over release.
In-house scripts
Useful locally, fragile organizationally.
Knowledge stays with the author and the audit trail depends on individual discipline.
unikode
A workforce layer the firm can reuse.
Templates, review posture, and delivery patterns become shared assets instead of personal tooling.
See it on real work
Evidence is the shortest explanation.
Read a redacted example using the standard frame: request, inputs, outputs, iteration, and result.