Agents that track and
detail errors

The only agentic platform where every action is cryptographically chained, independently verifiable, and audit-ready by default.

finance-ops
Messages

This is the start of #finance-ops

Messages here sync straight into Kentron’s audit trail.

Message #finance-ops

Agent Replay

Reconcile last week’s AWS spend against budget

Completed27 meaningful actions1 connected app365 receipts

Session Summary

Reconciled AWS spend against budget for the week of Sep 9–13, flagging 2 anomalies within acceptable threshold.

Tokens

Total tokens48,204

Latest request

Duration1.8s
ScopeThis request only
StatusCompleted

Conversation

Messages14
User prompts6
Assistant replies8
Proof events365

Action outcomes

Succeeded26
Running0
Stopped0
Warnings1
Failed0

Work mix

Commands13
Tool calls14
Connected-app calls11

Tool activity

14

Total tool calls

5

Unique tools called

96%

Average success rate

1

Failed tool calls

Wall of Love

We used to delay AI agent rollouts by weeks waiting for security reviews. With Receipt, every action is sandboxed and cryptographically logged before it touches anything real. Our security team approved in a day. We ship faster now.

1 daySecurity review turnaround
Priya Raman

VP Engineering, Fintual

We stopped guessing what our AI agents did in production. Every action has a receipt now, and our SOC 2 audit took half the time.

50%Faster SOC 2 audit

We had an agent incident and our observability stack showed us that it happened. Receipt showed us exactly what it decided, in sequence, tamper-evidently, and let us replay it to confirm it won't happen again. That's a completely different category of tool.

100%Decisions logged in sequence
Sam Rivera

Head of Platform, Loop Financial

Every agent run used to end in a Slack thread of 'what did it actually do.' Now the receipt answers that before anyone has to ask, and our review meetings are half as long.

3xFaster incident review
ScenarioCustomer requests refund for order #4521

How Kentron works

Request
“Refund customer for order #4521, item arrived damaged in transit”intent: refund
Available models
Routed to Claude 3.5 Sonnet for this request

Works where your team already works

Kentron surfaces policy checks and agent receipts directly in Slack — no dashboard required.

agent-runs
Messages
Alex Chen9:32 AM

Morning both! Did the nightly build finish? ☕

Sam Rivera9:34 AM

It did, all green. I also updated the release notes, take a look when you get a sec.

Jordan Ellis9:35 AM

Will do. Thanks Sam, that saves me a ton of time 🙌

Alex Chen9:37 AM

Nice. I'm wrapping up the config change for the EU region, should be ready to merge before lunch.

Sam Rivera9:38 AM

Perfect. Lunch is on me if it ships today 🍜

Receipt: AI Coworker

An AI coworker for every question

Kentron operates through your connected systems — CRM, data warehouse, policy engine — and backs every answer with a replayable receipt. Ask anything; the evidence follows.

  • Post an objective in Slack or the workbench — no workflow to draw first
  • It operates through your connected systems, with evidence attached as it goes
  • Every material step is a receipt: typed, immutable, and replayable later
Sarah Kim9:14 AM

@Receipt reconcile last week's AWS spend against budget

ReceiptApp9:14 AM

Done. Here's the reconciliation:

AWS Spend Reconciliation
Week of Sep 9–13 · us-east-1
42
Resources reviewed
2
Anomalies found
2 anomalies flagged for review — within acceptable threshold
View receipt →Verified by Receipt
Before and after

What changes when every action has a receipt

Same agents, same tools. The difference is whether anyone can prove what happened.

Before

Without Receipt

  • Agent actions are logged as scattered text — Slack messages, terminal output, app logs
  • Proving what an agent did last week means reconstructing it by hand
  • Approvals live in Slack threads that scroll away and can't be audited
  • Each framework and tool keeps its own partial, incompatible trail
  • Security review starts from scratch, re-interviewing teams, every cycle

After

The Receipt way

  • Every action is captured as a structured, cryptographically chained receipt
  • Any run is replayable and provable in the time it takes to open a link
  • Approvals are logged, timestamped, and tied to the action they authorized
  • One registry gives every agent, tool, and model the same audit trail
  • Security review starts from evidence that's already been collected
MCP Gateway

One gateway for every MCP connection

Connect any AI agent to any tool through a single governed endpoint. Kentron authenticates each call, applies policy, and records what happened, so MCP stays fast for developers and auditable for security.

The layers behind every request

Routed through one gateway, checked against a reviewed registry, screened by Guard, and fed back into Core — the same four steps, every time.

Use Cases

Built for the way each team works

Kentron works inside the systems every team already runs, and attaches evidence to each step it takes.