Build the agent. Hand it the tools.
Every stage of learning runs on an agent you configure: its model, its tools, its guardrails. Arm a tool and the agent’s work changes with it. Nothing is hard-wired.
RafiqCourse Builderbuilding module 9 / 12
Course Builder · 3 of 8 tools armed
Click a tool to arm or disarm it; the trace re-runs live
Five agents, five jobs. Try each one.
Each stage below is live. Queue a source, pick a clause, cut a module, hold the gate, run the build.
Queue anything. Lineage sticks.
Every source gets an id the moment it lands. Six stages later, a quiz answer still points back to the file it came from.
Click a source to queue or remove it
Each id survives every downstream step; a quiz answer still points at pricing-policy-v4.pdf.
Reads it like a lawyer.
Clauses, tables, and exceptions come out anchored, so nothing floats free of its source.
Pick a clause; it holds while you read
Structure before a word of prose.
The plan arrives as modules you can cut. Click one to drop it; the run time and quiz count follow.
No agent publishes itself.
A named owner signs the blueprint before a single lesson is written. Every decision is logged against their name.
You hold this one. Try it.
Reem · L&D leadOwner of this blueprintAwaiting sign-offModules land with receipts.
Writer, quiz, and fact-check agents work in parallel. Every claim carries the clause it came from.
Feed it anything with a lesson inside.
Policies live in PDFs. Expertise lives in recordings, decks, diagrams, and half-watched YouTube links. fkra reads all of it. Pick a source type.
One module. Four ways in.
See it, hear it, read it, do it. Every module is generated in all four at once, so Universal Design for Learning is the default output rather than a retrofit. Pick a mode to see what the learner gets.
A decision tree, not a wall of text.
The refund rule is drawn as a branching path with the clause pinned to each branch. Color carries no meaning on its own.
Learners who process visually get the same governed content, not a simplified version of it.
4modes generated from the same cited source, no extra authoring pass.
Every output carries its source.
Generative AI in a compliance tool only works if every output can be checked. Every module, quiz, and answer here carries the clause it came from.
Every generated line points back at your document.
Mixed claims get flagged before review, not after launch.
Nothing ships without a named approver.
Your documents train nothing. Retrieval only, isolated per workspace.
Bring your own model.
fkra is model-agnostic by contract. Route each stage to the provider you approve; click any chip to swap.
Click a provider chip to swap it. Routing is per stage, per workspace, and audit-logged.
Open-weights models, self-hosted. Documents and prompts never leave your network.
Author once, deliver in ten. Arabic is native, laid out right to left rather than mirrored with CSS.
Put your documents to work.
Import one policy. Get a governed course, with receipts, in minutes.