Collaborative AI Operations

AI that workswith your team.

Invite a Sockt swarm into a shared Slack channel. Everyone on your team — engineering, growth, product — can see what's happening, steer the agents, and watch the work compound. No babysitting, no black boxes.

Works in a shared Slack channel — your whole team witnesses and steers
Use your own LLM key — pay your provider directly, we take zero margin
Open-core and free — the entire safety layer is inspectable on GitHub
Your Workspace
Online
Channels
#sockt-growth
#sockt-ops
#general
#sockt-growthGrowth swarm · lead gen + outbound···
Message #sockt-growth↵
Live — #ops-standby · sockt fleet responding
< 10 min
from signup to swarm live in your channel
< 2 hrs
until your first result lands in the channel
Open source
shared channel — your entire team sees every move
The Channel IS the Command Center

No separate dashboard to check. No hidden DMs.

Every task, every result, every approval request lives in a shared Slack channel. Your team watches the swarm work — and steers it — right from where they already are.

No “what's the agent doing right now?” anxiety. No single-person bottleneck. Transparency is built into the channel, not bolted on as a dashboard.

Your Workspace
Online
Channels
#sockt-growth
#sockt-ops
#general
#sockt-growthGrowth swarm · lead gen + outbound···
Message #sockt-growth↵
Live — #ops-standby · sockt fleet responding
Departments

Pick a swarm. Invite your team. Start steering.

growth

Growth & Lead Gen

Finds intent signals. Enriches leads. Drafts outreach for approval.

Social Listening MonitorLead ResearcherOutbound Specialist
✦
Found 5 leads from r/SaaS + HN. Top 2 score 91/88. Drafting outreach.
U
Send the top 2. Hold the rest.
✦
✓ Sent. 1 held (74). 2 discarded. GBrain updated.
↗ 70–90% automation on first-contact drafting
Everyone in the channel sees leads land in real time — redirect, approve, or escalate from the thread.
↗ 70–90% automation on first-contact drafting
product

Product Development

Ticket → spec → sandboxed execution → consolidated PR.

Product ArchitectCoder AgentQA Tester
✦
Spec for #47 ready. Awaiting approval before writing code.
U
Approved. Skip the refactor in step 3.
✦
✓ PR #48 opened. Tests passing. 1 edge case flagged.
↗ 60–80% automation on junior-to-mid dev tickets
The whole eng team watches PRs materialize — anyone can request a re-review or change priority.
↗ 60–80% automation on junior-to-mid dev tickets
eng ops

Engineering Ops

Error → commit correlation → root-cause hypothesis → runbook update.

Sentry MonitorIncident TriagerDocs Writer
✦
🔔 Spike on api/enrich. Correlates with 2:14 AM deploy (#c7a3f8).
✦
Root cause: Apollo rate limit change. Fix queued — approve?
U
Approved.
↗ < 15 min from alert to root-cause hypothesis
Incident triage visible to the full team — ops, dev, and management all see root-cause analysis as it happens.
↗ < 15 min from alert to root-cause hypothesis
Marketing ContentQ3 2026
Customer SuccessQ4 2026
The Trust Layer

Multiplayer only works with trust. We built the framework.

01
Steered, not unleashed
FSM task engine + multi-user oversight
Agents follow a fixed checklist and can't talk to each other behind your back. Multiple humans can intervene at any step. There's no path for a cost loop to form, and no one person is the bottleneck.
02
Shared memory, shared progress
Persistent memory / GBrain
Every lesson the swarm learns is saved automatically and visible to everyone. When Alice redirects, Bob benefits. Knowledge compounds across the whole team, not just one person’s DM thread.
03
Safe to share the channel
Secret Vault Proxy
Credentials are locked in a vault agents never see. You can safely invite your whole team into a channel with AI agents — compromised agents have nothing to steal, and every action is logged.
Setup

Live in Slack in under 10 minutes.

01
Connect Slack
02
Pick a swarm
03
Invite your team
04
Seed memory
05
Swarm activates — shared channel goes live
Architecture
#
Slack
channel
⬡
Gateway
auth + routing
◈
Orchestrator
FSM task list
⬢
TEE Sandbox
isolated compute
◎
GBrain
git-backed memory
Execution
Plan→Act→Observe→Reflect · TEE-isolated · your LLM key
Coordination
FSM task list · no horizontal messaging · every action logged
Shared Context
Channel-aware · multi-user steering · everyone sees the board
Memory
GBrain · Git-backed · diff-able · rollback in < 60s
Bring Your Own Key

The platform. You bring the key. Your team brings the direction.

✓Anthropic (Claude) — recommended
✓OpenAI (GPT-4o, GPT-4o-mini)
✓Azure OpenAI
✓Google Gemini
✓Ollama · vLLM · LM Studio (local)
Security Architecture

Safe enough to invite the whole team.

TEE Isolation
Your agents run in hardware-isolated containers — even Sockt staff cannot inspect a running deployment.
Secret Vault
API keys stay locked away. Agents can use them but never see them — so a compromised agent has nothing to steal.
Egress Allowlist
You control exactly which external services your agents can reach. If a new attack pattern appears, every deployment is patched within 60 minutes.
HITL Gates
Every action your agents can take is classified: auto-approved, needs your sign-off, or permanently blocked. Multiple humans can approve or reject — no single point of failure, no bottleneck.
Fleet Intelligence

The fleet learns. Your swarm benefits.

Every swarm in every channel contributes anonymized patterns. When a new attack vector or API change is detected anywhere, every deployment is patched. Your team's swarm gets smarter because hundreds of others are running — no customer data is shared or pooled.

< 60 min
Detection to fleet-wide protection — same fix, every customer
< 2 hrs
API change detected before your cron fails
60–75%
Token cost reduction by month 3 (compiled skills)
200+ teams
Fleet data advantage over any single-deployment tool
Open-Core

Nothing hidden. Check the code yourself.

The FSM engine, memory layer, and orchestration core are all open-source. Your team's shared command center runs on infrastructure they can inspect down to the last commit. Community Edition is free forever; you're never locked in.

OSS-Orch
Hybrid orchestration bridge (Hermes inside OpenClaw)
OSS-FSM
Hierarchical FSM & SQLite task coordination engine
OSS-Memory
Local GBrain deduplicator, Git sync, cosine-similarity dedupe at > 0.92
OSS-CLI
Docker-native TUI with onboarding wizard and local model connectors
FSL-1.1-MIT → MIT AFTER 2 YEARS
Pricing

Comingsoon.

We're finalising pricing. Community Edition stays free and open-core — invite a swarm into a private channel today.

GITHUB →

Your team. Your swarm. One shared channel.

Invite a swarm today. Your whole team watches it start working in under 10 minutes.

INSTALLVIEW ON GITHUB

COMMUNITY EDITION IS FREE · PAID PLANS AVAILABLE

Takes about 10 minutes. Deploy a swarm into a channel, invite your team, and watch them compound together.