Humans and AI, one workforce.Master its cost.

Radicas · the layer underneath

In every function, people and agents now do the work together. Radicas shows what that work costs, keeps it governed, and proves what it returns.

How it works · Four steps

From questions to better decisions.

Start with the economics of the work AI actually performs, understand what drives cost and outcomes, and move from answers and explanations to recommendations and action.

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Engineering · AI cost per shipped taskSep€2.41
01 · Economics

What a shipped task costs in AI

€2.41

per shipped task · September

▲ 15% vs €2.10 in August
First-attempt work€1.95
Reworkcode rejected and rewritten€0.46
1.8engineer step-ins per task, up from 1.2

One engine, every function

Different work. The same intelligence.

Tasks, tickets, deals: different work, one engine. The same framework, data model and copilot show what each costs, why, and what it returns.

This rail advances on its own. Choose a function to pause it, and the same function again to resume.

Radicas intelligenceThe same for every function.
Radicas Framework
Data model
Business rules
Governance rules
Radicas AI
Engineering & ProductShip faster, at a known cost per task.
“Example question

What does AI cost per shipped task, and how much of it is rework?

Unit of workTask
Key outcomeShipped / merged
Connected systemsLinear, GitHub, Jira

Radicas core

Three foundations. One workforce.

AI now works next to your people. We designed Radicas around three things that follow from that: the estate you run, the work they share, and the rules that keep it in check.

01

Every vendor, tool, seat and agent. One inventory that matches the bill.

Model providersAnthropicOpenAIAzure OpenAI+9
Tools and seatsClaude CodeCursorChatGPT+14
AgentsPlannerReviewerSupport bot+17
InvoicesMonthly billsCommitments+6
+ any system you connect
One AI estateEvery AI system, in one place.
  • An owner for each one
  • Matches the bill
02

People and agents on the same work. One AI cost per unit, with how often people step in.

People
AI agents
One unit of work
€2.41
per shipped task
03

The controls you get on every AI system, watched by agents, with every action on record.

How we support it
  • Agents that watch
  • Versioned rules
  • Reconciled to the bill
  • Evidence on every alert
  • Agents that act · advanced
OwnershipA named owner for every system, agent and rule.
Budgets and thresholdsPer team, agent or model. Alerted before they break.
Usage policiesWhich models and vendors each function may use.
Unit-cost targetsA target cost per task, ticket or deal.
Audit trailEvery figure and action, under its rule version.
EnforcementAdvanced stepCaps, routing and approvals, applied for you.

Radicas AI and Vibe Metrics

One answer, wherever you work.

Your views, your metrics and your KPIs, in an interface that adapts to you.

01 · ANYWHEREAsk, or be told, where you work

Through MCP and connectors: in Radicas, Claude or Cursor, and in your team’s Slack channel when a rule fires.

02 · VIBE METRICSYour views, your KPIs

Save any answer as a live tile. Pick the metrics, choose how each one shows.

Playing

Radicas Framework

A compass for better outcomes.

Six questions behind every answer in Radicas. The same six, in every function.

This rail advances on its own. Choose a pillar to pause it, and the same pillar again to resume.

01 · Landed cost

What does AI really cost us?

AI spend hides in seats, API bills, commitments and credits spread across teams. Landed cost brings it into one figure, in one currency, that matches what you were actually billed.

Critical metrics
  • Total AI spend, every supplier, one currency.
  • Spend by supplier, and how it is moving.
  • Actual spend against the approved budget.
More metrics in the full framework. Ask for it →

Integrations

Connected to everything you already run.

AI providers, the tools your teams use and the systems where the work happens. One model on top of all of them.

+ 30 more connectorsSee all connectors
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Every AI euro.
Priced, proven, governed.

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