Build software with AI agents without losing context, control, or accountability.
OktoLabs builds tools for teams using AI across software delivery. Pulse governs the work. Nexus coordinates the agents. Neuron keeps what the team knows.
Business intentdefines outcomesDelivery workkeeps requirementsAgent teamsexecute rolesHuman controlbounds autonomyEvidenceretains what happened
INTENTDELIVERYEVIDENCE
01 · The delivery gap
AI agents can write code. The hard part is managing everything around it.
When requirements, decisions, ownership, and validation live in separate chats and tools, faster coding creates a harder delivery problem.
CODE MOVES FASTDELIVERY CONTEXT FRAGMENTS
01 / 04
Requirements lose their source
A requirement starts in a conversation, becomes a task, and eventually reaches code. Along the way, the original business reason and acceptance criteria are often detached from the change.
WHAT THIS CAUSESThe team can see what was built, but not reliably prove why it exists or whether it satisfies the original need.
02 / 04
Context resets between sessions
Architecture choices, rejected alternatives, and implementation constraints remain trapped in chat history. A new session or agent starts with only part of the reasoning.
WHAT THIS CAUSESPeople repeatedly reconstruct context, while agents can reopen decisions the team already settled.
03 / 04
Coordination stays manual
When several agents participate, a person still copies context, chooses who should act, tracks ownership, and checks whether each handoff was actually received.
WHAT THIS CAUSESHuman attention becomes the routing layer, and duplicated or abandoned work becomes difficult to detect.
04 / 04
Done is hard to prove
A task may be marked complete while tests, review findings, acceptance criteria, and implementation evidence remain scattered across different tools.
WHAT THIS CAUSESDelivery becomes a confidence judgment instead of a traceable conclusion supported by connected evidence.
02 · Choose by the problem
Start with the layer your workflow is missing.
Pulse structures the work. Nexus coordinates the agents. Neuron keeps what the team knows. Okto Grafx is the graph database underneath Pulse and Neuron.
USE PULSE WHEN THE WORK NEEDS STRUCTURE
Pulse organizes the work.
Turn product intent into ideations, refinements, specifications, and agent-ready tasks. Pulse keeps requirements, decisions, tests, bugs, validation evidence, and project knowledge connected from request to delivery.
Connect Claude, Codex, Cursor, and custom agents through shared messages, claims, handoffs, approvals, and durable history—so responsibility moves explicitly instead of through copied context.
Cited, local-first graph memory any agent can query. Neuron builds a knowledge graph from your team's Markdown notes, and its answers cite the notes and passages they were drawn from.
See one feature move from request to verified delivery.
Pulse keeps the delivery record coherent. Nexus moves responsibility between the agents doing the work. Neuron keeps what the team decided so the next agent can query it.
WORK / REQUIREMENTS · TASKS · EVIDENCE
SHARED DELIVERY THREAD
WORKERS / CLAIMS · HANDOFFS · HISTORY
KNOWLEDGE / DECISIONS · CITATIONS
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01 / 06Describe the feature
“Let users reset a password securely.” The request keeps its business context.
REQUEST / INgoverned work · coordinated workersVERIFIED DELIVERY / OUT
04 · Where it fits
Use the products when agent-assisted delivery stops being a single conversation.
Start from the situation your team recognizes. The products meet different gaps in the same delivery system.
OktoLabs is a product lab focused on governed software delivery with AI agents. Pulse, Nexus, and Neuron turn that thesis into tools teams can use today.
OKTOLABSgoverned delivery
