Automate the repeatable.
Keep the decisions human.
JDK helps organizations decide what AI should do, prove it in a real workflow, and run it securely in the systems they already use.
AI does the work. People stay in control.
Use whichever LLM is best for the job: commercial, open, or private. JDK connects it to the work, controls what it can do, and measures the result.
- THE MODELSWe pick the LLM that handles each task best.
- THE WORKJDK finds the tasks worth giving to AI.
- THE WIRINGJDK connects the model to your tickets, email, and systems.
- THE CONTROLSPermissions, approvals, audit trails, cost limits.
- THE PROOFEvery workflow measured against a baseline.
AI tools are everywhere. Your workflows haven't noticed.
Teams have copilots and chatbots. But tickets, invoices, policy questions, and reports still move the way they always have: by hand, between systems that don't talk to each other.
Licenses without workflow
AI subscriptions pile up, but none of them are wired into how work actually gets done.
Pilots that stall
Demos impress and then die, because nobody scored the work for automation fit first.
Risk without governance
AI use spreads on its own, with no permissions, no audit trail, and no cost controls.
Decide first. Then prove. Then run.
Discover
Map how work actually gets done, not how the org chart says it does.
Score
Rate every task for automation fit, data readiness, and risk.
Prove
Put one agent to work in a real workflow and measure it.
Deploy
Run it securely in the systems you already use.
Manage
Monitor, tune, and watch cost. Add agents one at a time.
It starts with the Business AI Analyst. Find the work worth giving to AI before you buy or build.
Agents with job descriptions, not chatbots
Each agent is brought on like a new hire: a defined role, the tools for the job, and access only to what the role permits.
Support Triage Agent
Classifies, routes, and drafts responses to requests in your ticket queue.
HUMANS: escalations & exceptionsFinance Operations Agent
Reconciliation and invoice checks, with approval gates on every payment.
HUMANS: approvals & disputesHR Policy Agent
Answers policy and benefits questions, citing the source document.
HUMANS: sensitive casesData Agent
Writes and runs SQL, answers questions about your data in plain language.
HUMANS: interpretation & decisionsThe roster is yours to define. Explore the Agent Framework →
Where we draw the line
Good for AI
- Repetitive
- Rule-based
- High-volume
- Data-rich
- Easy to review
- Reversible
Keep human-led
- Ambiguous
- High-stakes
- Relationship-driven
- Exception-heavy
- Tacit knowledge
- Irreversible
Scored task by task during discovery. See how we call the line →
Built for the review you'll put it through
Human approval gates
Sensitive actions wait for sign-off, and the approver is part of the record.
Immutable audit trail
Every prompt, tool call, and data access recorded: who, what, when, on whose behalf.
Least-privilege access
Access rules come from your identity provider. Each agent sees only what its role allows.
Cost & token controls
Budgets, quotas, and alerts that fire before an overrun, not after the invoice.
Focused on three sectors we know well
Find the work worth giving to AI.
Get a ranked backlog of automation opportunities, including what not to automate. Delivered in one sprint, with a first-agent recommendation you can act on.
Start an AI Work Discovery Sprint