AI Workforce Platform

Hire a team,not a tool.

AI departments for Slack. BYOK. No runaway bills. No amnesiac agents. No credential leaks.

BYOK — zero token markup
Loop prevention (FSM-enforced)
Open-core (FSL-1.1-MIT)
Your Workspace
Online
Channels
#sockt-growth
#sockt-ops
#general
#sockt-growthGrowth swarm · lead gen + outbound···
Message #sockt-growth↵
—
sign-up to active swarm
—
first enriched output
—
token cost reduction (month 3)
—
fleet intelligence vs. self-hosted N=1
Why this exists

The three production failures that end AI deployments.

01
Runaway cost loops
FIX ›FSM task list. No horizontal agent messaging. Loops structurally cannot form.
02
Amnesiac background jobs
FIX ›CADVP daemon. Background memory committed to GBrain — session history stays clean.
03
Credential leakage
FIX ›Secret Vault Proxy. Keys never enter agent scope. A compromised agent has nothing to exfiltrate.
Setup

Live in Slack in under 10 minutes.

01
Connect Slack
02
Pick a department
03
Seed memory
04
Bring your own key
05
Swarm activates
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
Memory
GBrain · Git-backed · diff-able · rollback in < 60s
Departments

Preconfigured for real workflows.

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
First enriched lead list: within 2 hours of activation.
↗ 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
Spec-gated execution prevents "write code first, think later" retry loops.
↗ 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
Every resolved incident is committed to GBrain — the next triage is faster.
↗ < 15 min from alert to root-cause hypothesis
Marketing ContentQ3 2026
Customer SuccessQ4 2026
Bring Your Own Key

You pay your LLM provider. We never see that line.

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

No credentials in agent context. Ever.

TEE Isolation
AMD SEV-SNP / SGX enclaves. Host admins cannot inspect a running container.
Secret Vault
Keys never enter agent scope. Compromised agent has nothing to exfiltrate.
Egress Allowlist
Per-customer domain rules. Injection attempts distributed to fleet in < 60 min.
HITL Gates
Auto / approval / permanently blocked. Classification enforced at proxy layer.
Fleet Intelligence

Your agents learn from 200+ deployments — not just yours.

< 60 min
Detection to fleet-wide protection
< 2 hrs
API change detected before your cron fails
60–75%
Token cost reduction (compiled skills)
N=1 → ∞
Self-hosted vs. fleet data advantage
Pricing

Platform fee. Your LLM costs stay yours.

No inference markup. No per-seat lock-in.

Community
Free
+ LLM costs
Self-host on a $20 VPS. Full FSM + CADVP + GBrain + CLI.
›Full FSM loop prevention
›CADVP memory protocol
›All 3 departments
›Unlimited GBrain (local)
Starter
$69
/mo + LLM
Managed hosting, zero Docker. Ideal for non-technical founders.
›No Docker needed
›1 department
›90-day retention
›Email support
MOST POPULAR
Professional
$149
/mo + LLM
Fleet intelligence makes your agents smarter from collective deployment data.
›Fleet intelligence
›Threat feed < 60 min
›2 departments
›Weekly Dream-Cycle
Business
$399
/mo + LLM
SOC 2 Type II inheritance — at a fraction of a $50K+ independent audit cost.
›SOC 2 Type II
›SSO / SCIM
›3 departments
›Nightly optimization
Agency
$249
/mo + $39/client
Per-client pricing aligns your cost with value delivered, not seats filled.
›Multi-workspace
›Cross-client skills
›Agent federation
›Unlimited staff seats
Enterprise
$799
/mo + LLM
Dedicated single-tenant TEE. HIPAA BAA. 99.5% SLA with financial credits.
›Dedicated TEE
›HIPAA BAA
›99.5% SLA credits
›Private skill marketplace
FULL PRICING + ADD-ONS + ANNUAL DISCOUNTS →
Open-Core

AI infrastructure shouldn't be a black box.

Audit the loop-prevention and memory architecture yourself. Self-host free, or let us run it.

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

Launch an AI department this week.

Under 10 minutes to activate. First output within 2 hours.

ADD SOCKT TO SLACK

COMMUNITY EDITION IS FREE · PAID PLANS FROM $69/MO