The runtime
The brain yourco-workers think in.
Kendra is the runtime of KrimOS, where every co-worker reasons.It validates each action before it acts, and gets sharperwith every outcome it records.
Why it earns trust
Validated before it acts. Smarter after it acts.
Two powers live inside Kendra, and each makes the other possible. One keeps the system safe to run; the other makes it worth running for years.
Krim-Nyāya
Nothing runs until it clears the gate.
Before any action fires, it clears Krim-Nyāya: 33 validators that decide, in formal logic, whether it is allowed at all. The few that don’t pass go straight to a person, with the rule that stopped them in plain words.
Krim-Learn
Every recorded outcome makes the next one sharper.
Every action and its result land on one record, so Krim-Learn sees what actually worked and feeds it back through ten learning loops. Only patterns that prove out are shared, always anonymised and opt-out. The system compounds: this quarter’s baseline sits well behind where it’s expected to by its second year.
The AI your regulator can read.
Safety and intelligence aren’t traded off here. The validation that keeps every action accountable is the same complete record the system learns from, so proof and improvement come from one source of truth.
Inside the runtime
Many engines, one mind.
Validation, learning, scheduling, policy and the record each do one job, and Kendra composes them into the single runtime your co-workers think in.
Krim-Core
orchestrationRoutes each task to the right co-worker and runs the workflow, whether sequential, parallel or hand-off, with retries and graceful fallbacks.
Krim-Karya
schedulingOwns when work runs — recurring tasks, deferred actions, and time-window rules like contact hours and regulatory deadlines, so nothing fires before it is allowed to.
Krim-Fabric
knowledgeThe regulatory rule set for each jurisdiction, each institution’s own policies, and the shared, anonymised pattern library.
Krim-Govern
policyA seven-level hierarchy of law, regulator guidance and house rules, enforced per tenant and updated as the rules change.
Kendra
One runtime
Krim-Nyāya
validationThe pre-execution gate — 33 validators that decide whether a proposed action is allowed to happen at all.
Krim-Learn
learningTen learning loops that read every recorded outcome and feed back what actually worked across the workforce.
Krim-Ledger
the recordEvery action logged immutably and metered in the same pass — one trail that serves both audit and billing.
Krim-Sense
telemetryThe metrics, logs, alerts and dashboards that show what is happening across the whole stack.
The record
Every action and its reasoning, on one record.
Krim-Ledger streams every action, decision, output and validation to an immutable, cryptographically sealed trail, and meters it in the same pass, in Krim Work Units. Because the evidence is complete by construction, an inspection response that took a compliance team three days is generated in minutes.
One trail, read three ways.
Evidence
The audit trail a regulator can replay: what happened, why, and under which rule.
Intelligence
The same record Krim-Learn learns from, proof and improvement from one source.
Meter
Every action measured in Krim Work Units, a clear view of what the operation costs.
The impact
The part that lets AI act in a bank.
Validation, the record and learning are why KrimOS can run the operation, inside your own walls, with your people in command.
Work that stayed manual can finally run.
Every action is validated before it executes, so the consequential work that was too risky to automate becomes work you can hand to AI and account for, action by action.
An audit answered in minutes.
Every action and its reasoning seal to one immutable record, so an inspection that once took a compliance team days comes together in minutes.
Sharper the longer it runs.
Kendra reads its own outcomes and feeds back what worked, so by its second year the operation runs materially sharper than the day it went live.
See Kendra at work.
Run the whole operation on KrimOS, or layer it onto the systems you have.