Plan the work
Turn an operational goal into a structured sequence with tools, risk levels, success criteria, and approval points.
AUTONOMOUS BUSINESS EXECUTION
AI that doesn’t just answer.
It gets work done.
Kernolix turns a business goal into controlled execution across the tools your team already uses — with planning, approvals, verification, and an audit trail built in.
01 Human approvals
02 Auditable runs
03 Model-flexible
GOAL
Qualify an inbound lead, prepare the reply, and create the next action.
Research companyPublic context · read-only
done
Score lead fitEvidence + workflow rules
done
Draft responsePersonalized next step
running
Send emailExternal write action
approval
FIT SCORE84strong pilot candidate
EXECUTION4 steps1 approval gate
PLAN→RESEARCH→ACT→VERIFY→AUDIT
KERNOLIX OPERATOR
From intent to execution.
From intent to execution.
Without losing control.
Chat is useful. Work is the outcome. Operator breaks a goal into executable steps, separates reads from writes, and keeps sensitive actions behind explicit approval.
Research with evidence
Gather public context before decisions and preserve source URLs in the run history instead of inventing certainty.
Use connected tools
Move from analysis to action through a tool registry designed for email, CRM, messaging, files, and internal systems.
Verify the outcome
Keep every step inspectable. Measure completion, corrections, time saved, and where human judgment was required.
SALES OPERATOR
Turn inbound interest into a qualified next action.
Sales Operator is the first focused workflow built on the Kernolix runtime: research the company, identify fit signals, prepare the response, and hand sensitive actions to a human for approval.
- ✓ Company research with source capture
- ✓ Fit signals and qualification context
- ✓ Personalized response drafting
- ↗ Gmail / CRM execution through approved connectors
A
Acme SystemsB2B software · inbound demo request
HIGH FITCompany signalMulti-step sales process
Workflow signalHigh manual follow-up
RiskExternal write approval
Next actionReview draft
DRAFTnot sent
“Thanks for reaching out. Based on your current workflow, the fastest pilot is to automate lead research and response preparation while keeping every send action behind review…”
Sources attachedAudit event savedSend blocked
CONTROL PLANE
Autonomy should be earned,
Autonomy should be earned,
not assumed.
Kernolix is designed around explicit boundaries. Low-risk work can move quickly. External writes stay visible, inspectable, and approval-gated until a workflow proves reliability.
POLICYExternal write boundary
research_companyREAD · AUTO
draft_messageLOCAL · AUTO
crm_upsertWRITE · APPROVE
send_emailWRITE · APPROVE
Human approval gates
High-impact actions are modeled as explicit side effects rather than hidden inside model reasoning.
Run-level audit trail
Plans, actions, status, model metadata, outputs, and errors are persisted for review when database storage is configured.
Model flexibility
The execution architecture owns the workflow. The model can evolve without rebuilding the business process around one provider.
Honest capability state
Unconfigured connectors remain blocked. Kernolix does not pretend a real-world action happened when the integration is not available.
WORKFLOWS
One runtime. Many kinds of work.
Start narrow. Measure the workflow. Expand only where execution is reliable.
REVENUE
Lead qualification
Research inbound leads, prepare qualification context, draft the next response, and keep external sends behind approval.
Explore →
OPERATIONSCustomer onboarding
Map handoffs, prepare tasks and documents, surface exceptions, and verify completion across a repeatable process.
Run diagnostic →
RESEARCHCompany intelligence
Collect public context, synthesize evidence, attach source URLs, and hand a structured result into the next workflow step.
Run diagnostic →
BACK OFFICEDocument workflows
Prepare, classify, route, and verify repetitive document work while preserving human review where business impact is higher.
Run diagnostic →
INTEGRATIONS
Your tools become Operator tools.
The connector layer is intentionally explicit. Read access, write access, token state, and approval requirements are tracked independently.
Open integrations →GmailOAuth + approved send · pilot
BETAHubSpotConnector architecture
PLANNEDSlackApproval-aware notifications
PLANNEDDriveDocument actions
PLANNEDYour systemsAPI + tool adapters
ROADMAPFOUNDING PILOTStart with one workflow.
Start with one workflow.
Prove the value. Then expand.
No fake transformation story. Pick one repetitive business process, run it in shadow mode, measure the baseline, and promote only the actions that earn trust.