Banya LabsBanya Labs/Automations
38 active agents

Automation Registry

Active B2B agents.
Built to streamline.

Explore our catalog of production-ready AI agents and event pipelines designed to integrate into database models, CI/CD routines, and customer channels.

AGENT-001Planning
In development

MyPriorityAI

Role: Prioritization & Orchestration Agent

Turn scattered project backlogs and complex codebases into structured, balanced execution plans.

Execution Pipeline:
Request integration
AGENT-002Product Strategy & GTM
Planned

ICP Forge

Role: B2B Qualitative Market Researcher & ICP Agent

Generates exhaustive, operator-grade Ideal Customer Personas (ICPs) from app ideas. Converts target audience assumptions into structured psychographics, operational breakdown triggers, JTBD frameworks, and local channel ecosystems.

Execution Pipeline:
> Input Normalization & Intent Extraction: Parse product hypothesis, core differentiators, target geography, and initial business model constraints.
> Operational Friction & Status-Quo Modeling: Analyze the user's current manual workarounds, brittle scripts/spreadsheets, and compounding failure points.
> Psychographic & JTBD Mapping: Derive explicit rational ROI drivers, emotional relief factors, and specific failure-mode anxieties.
> ... (3 more steps)
Request integrationStructured Schema 100%
AGENT-003Product Strategy & GTM
Planned

GTM Positioning Engine

Role: B2B Positioning Architect & Category Design Agent

Generates sharp, differentiated product positioning frameworks for vertical software and operational tools. Defines product nemeses, core value propositions, category narratives, and grounded customer emotion targets.

Execution Pipeline:
> Context & Offering Decomposition: Extract core technical capabilities, delivery mechanisms, target segment, and business model constraints.
> Nemesis & Status-Quo Identification: Map out competing alternatives, bloated legacy tooling, and brittle manual workarounds to define the product's primary villain.
> Value Proposition & Differentiation Synthesis: Formulate the core offering thesis, key technical moats, and concrete outcome claims.
> ... (3 more steps)
Request integrationFramework Aligned
AGENT-004Distribution & Growth Strategy
Planned

Distribution Strategist

Role: B2B Channel Architect & Go-To-Market Distribution Agent

Identifies high-leverage distribution channels and crafts actionable, operator-grade acquisition playbooks. Prioritizes algorithmic testing, compounding long-term SEO, direct outreach sequences, and explicit anti-channels.

Execution Pipeline:
> Buyer & Intent Mapping: Ingest customer persona, operational break triggers, and positioning framework to determine buyer search and engagement habits.
> Algorithmic Loop Formulation: Design a structured, rapid-cadence content loop (e.g., failure story $\rightarrow$ rails rule $\rightarrow$ proof asset) tailored to where the target buyer congregates.
> Compounding Intent Architecture: Map out high-intent, problem-aware SEO topic clusters, technical teardowns, and downloadable asset funnels.
> ... (3 more steps)
Request integrationMulti-Horizon GTM Ready
AGENT-005Tactical GTM & Demand Gen
Planned

GTM Playbook Engine

Role: Tactical Marketing Strategist & Revenue Execution Agent

Generates 20 high-leverage, operator-grade marketing tactics and sprint tasks mapped to specific distribution channels, effort tiers, and conversion funnels to drive qualified pipeline.

Execution Pipeline:
> Strategic Intent & Persona Ingestion: Parse the product's positioning brief, target buyer profile, and selected distribution channels.
> Channel-to-Format Matrix Generation: Deconstruct channels into high-yield formats (case teardowns, interactive live fixes, SEO assets, sprint funnels).
> Execution Logic & Hook Synthesis: Draft tactical task outlines containing specific failure scenarios, framework diagrams, and low-friction CTAs.
> ... (3 more steps)
Request integration20/20 Actionable Matrix
AGENT-006Platform Grid
Production

Agent Readiness Architect

Role: MCP Tool Grids & /api/mcp Endpoint Architect (OPS-02)

Engineers the Dual-Surface machine layer, Model Context Protocol (MCP) server endpoints, user-scoped Bearer token authentication, and compromise revocation.

Execution Pipeline:
> Audit app endpoints for 100% AI agent readiness
> Generate Model Context Protocol (MCP) tool manifests & Zod schemas
> Implement multi-key lifecycle with instant compromise revocation
> ... (1 more steps)
Request integrationDual-Surface Active
AGENT-007System Architecture & Synthesis
Active

Project Readiness Orchestrator

Role: Master System & Pipeline Orchestrator

Coordinates sub-agent diagnostic scans across project code, workflows, and data pipelines to generate a unified AI Readiness Report.

Execution Pipeline:
> Parse input project repository, architecture diagrams, and workflow specifications.
> Dispatch project components to specialized sub-agents (Data, Security, Adoption, Guardrails, Blast Radius).
> Aggregate diagnostic outputs, code criticisms, and risk scores.
> ... (1 more steps)
Request integrationOrchestration Ready
AGENT-008Data Governance & Integrity
Active

Data Closet & SOT Auditor

Role: Data Pipeline & Schema Auditor

Audits project data sources for schema duplication, term discrepancies, single points of truth, and legacy API debt.

Execution Pipeline:
> Scan database schemas, API connections, and data pipelines for duplicate fields and naming drift.
> Map key domain terms across services to identify semantic Definition Gaps.
> Inspect legacy third-party SDKs and API endpoints for deprecation or brittleness.
> ... (1 more steps)
Request integrationSchema Verified
AGENT-009Security & Compliance
Active

Shadow AI & Data Leakage Guard

Role: Security & IP Protection Agent

Detects unsanctioned LLM calls, hardcoded credentials, unlogged prompt paths, and training pool data leakage risks.

Execution Pipeline:
> Scan code for hardcoded API keys, unauthorized model endpoints, and unmasked PII variables.
> Inspect prompt templates and log payloads for sensitive system configurations or proprietary IP.
> Validate that logging middleware wraps every model invocation to guarantee an audit trail.
> ... (1 more steps)
Request integrationLeakage Guard Active
AGENT-010Change Management & UX
Active

Task Gravity & Adoption Assessor

Role: Human-AI Interaction & Workflow Auditor

Applies the Three-Bucket Sort to project tasks to prevent adoption failure caused by automating identity-critical work.

Execution Pipeline:
> Extract target user tasks and operational goals from project documentation.
> Classify each task using the Three-Bucket Sort framework.
> Flag automations that touch identity-critical human skills or core relationship touchpoints.
> ... (1 more steps)
Request integrationAdoption Risk Rated
AGENT-011System Performance & Load Testing
Active

Blast Radius & Domino Inspector

Role: Cross-Department Impact Auditor

Simulates upstream acceleration to test if downstream queues, databases, or support channels will collapse.

Execution Pipeline:
> Map system call graphs and cross-departmental data flows connected to the automated module.
> Inject simulated 10x throughput volume into the pipeline.
> Identify downstream bottlenecks, unhandled queue overflows, and missing rate limiters.
> ... (1 more steps)
Request integrationBlast Radius Contained
AGENT-012Policy Governance & Access Control
Active

Read/Write Guardrail Enforcer

Role: Permission & Boundary Enforcement Agent

Enforces strict read/write boundaries ("Read financials, don't wire money") and verifies human approval seams.

Execution Pipeline:
> Parse agent tool definitions, database write methods, and external API execution handlers.
> Flag any agent function capable of autonomous financial transfers, contract execution, or unreviewed customer sends.
> Apply the Monarch Butterfly Principle to verify that prompt inputs contain strict, bounded parameters.
> ... (1 more steps)
Request integrationGuardrails Enforced
AGENT-013Agentic Operations & Monitoring
Active

Mission Control Performance Monitor

Role: Multi-Agent Fleet & Drift Auditor

Tracks utilization, rework rates, prompt drift, and uptime across multi-agent topologies (Solving the 40-Agent Problem).

Execution Pipeline:
> Collect execution logs, latency metrics, and human override frequency across all active agents.
> Measure agent output quality against benchmarked golden prompts to detect policy drift.
> Calculate resource utilization and flag redundant or idle agents for decommissioning.
> ... (1 more steps)
Request integrationFleet Health Optimal
AGENT-014Production Engineering & QA
Active

Vibe Code Finisher & Production Hardener

Role: Production Engineering & Security Hardener

Audits prototype code against the 80/20 Vibe-Coding Wall, adding security, multi-tenancy, payments, and failover.

Execution Pipeline:
> Ingest prototype repository and execute automated penetration and security smoke tests.
> Identify missing production requirements (JWT/OAuth authentication, multi-tenant schemas, payment webhooks).
> Inject error-handling wrappers, failover fallback paths, and rate-limiting middleware.
> ... (1 more steps)
Request integrationHardening Complete
AGENT-015Vendor Management & TCO
Active

Ten-Decisions Vendor Gatekeeper

Role: Vendor & Contract Compliance Auditor

Evaluates third-party AI platforms and dependencies against Appendix A's Ten-Decisions Gate.

Execution Pipeline:
> Parse vendor terms of service, SLA documentation, and API technical specs.
> Score the integration against the 10 questions of the Ten-Decisions Gate.
> Flag dealbreakers (e.g., lack of data export, missing logs, ambiguous model training rights).
> ... (1 more steps)
Request integrationGate Approved
AGENT-016Agentic DevOps / Infrastructure
Planned

Coolify Autonomous Deployer & Runtime Sentinel

Role: Autonomous Deployment & Runtime Verification Agent

Inspects Coolify server topology, safely provisions apps and port mappings, triggers builds, and executes an automated test/sentinel loop until runtime stability is verified.

Execution Pipeline:
> Audit Coolify server topology, used host ports, and existing proxy domains.
> Profile repository for build pack type, internal port, and environment dependencies.
> Generate non-colliding port/domain strategy and configure application via Coolify API.
> ... (4 more steps)
Request integrationZero Runtime Errors
AGENT-017Control Plane
Production

Venture Orchestrator

Role: Master Pipeline Conductor & Milestone Manager (CORE-00)

Coordinates the autonomous 17-agent venture foundry lifecycle, enforces continuous-critique gates, and supervises human-in-the-loop DocuSign seams before production deployments.

Execution Pipeline:
> Ingest venture brief and founder intent
> Decompose into deterministic milestone roadmap
> Delegate to specialized build and assurance agents
> ... (2 more steps)
Request integration100% Gate Enforced
AGENT-018Core Build
Production

Foundation Architect

Role: 8-Document Foundation Suite Scaffolder (CORE-01)

Transforms raw 1-2 sentence venture concepts into a complete, structured 8-document foundation suite (PRD, Architecture, Data Model, API/MCP, Design System, GTM, Critique Log).

Execution Pipeline:
> Conduct Southern African market & competitor research
> Interview founder via structured 5-question waves
> Author 8 canonical foundation specifications
> ... (2 more steps)
Request integration100% Documented
AGENT-019Assurance Gate
Production

Idea Critic

Role: Anti-Portfolio Stress-Testing & Blast Radius Sentry (CORE-02)

Brutally stress-tests product theses against the Anti-Portfolio, applies the Three-Bucket Automation Scoping Rule, and audits downstream operational blast radius.

Execution Pipeline:
> Audit concept against Three-Bucket Automation Scoping Rule
> Run Anti-Portfolio check against commodity hyperscaler traps
> Simulate 10x upstream volume blast radius on downstream ops
> ... (2 more steps)
Request integrationAnti-Sprawl Verified
AGENT-020Systems Architecture
Production

Agentic Solutions Engineer

Role: Lead Systems & Agentic Solutions Architect (CORE-07)

Deconstructs complex business operations into deterministic state machines, multi-agent topologies (ReAct, Supervisor-Worker, Swarms, Sentries), and app-to-agent logic rooted in Southern African realities.

Execution Pipeline:
> Decompose manual operations into deterministic state transitions
> Select multi-agent topology & DocuSign Seam approval thresholds
> Design PowerSync SQLite WASM offline resilience queues
> ... (2 more steps)
Request integrationSolutions-First Gate
AGENT-021Core Build
Production

Spec & Database Architect

Role: PostgreSQL + pgvector, Prisma & Zod Schema Architect (CORE-03)

Translates approved agentic solutions and product specs into implementable PostgreSQL schemas, pgvector indexes, Prisma models with strict organizationId scoping, and typed Zod validators.

Execution Pipeline:
> Ingest 09_AGENTIC_SOLUTIONS_ARCHITECTURE.md blueprint
> Design normalized PostgreSQL tables with strict organizationId
> Configure pgvector columns & HNSW similarity search indexes
> ... (2 more steps)
Request integration100% Isolated
AGENT-022Commercial Growth
Production

GTM Growth Strategist

Role: 11-Part Landing Copy, Paystack Pricing & GTM Checklist (CORE-04)

Converts validated venture positioning into high-converting 11-part landing copy, Paystack ZAR/USD pricing tiers, cold B2B outreach scripts, and living GTM execution playbooks.

Execution Pipeline:
> Formulate Southern African ICP and value proposition wedge
> Draft 11-part landing page copy adhering to Founder's Ledger
> Structure Paystack ZAR/USD pricing tiers & trial bypasses
> ... (2 more steps)
Request integrationZAR/USD Optimized
AGENT-023Core Build
Production

Fullstack Builder

Role: Multi-Surface Next.js App Router & Offline WASM Builder (CORE-05)

Constructs production-grade multi-tenant vertical SaaS applications across 5 distinct surfaces (Marketing, Dashboard, Admin, Kiosk/Field SQLite WASM, Machine MCP) following the Solutions-First Gate.

Execution Pipeline:
> Verify approved 09_AGENTIC_SOLUTIONS_ARCHITECTURE.md blueprint
> Scaffold Next.js App Router surfaces with Better Auth & RBAC
> Implement PowerSync local SQLite WASM for offline kiosk resilience
> ... (2 more steps)
Request integrationZero Vercel Lock-In
AGENT-024Assurance Gate
Production

Production Audit Gate

Role: 13-Layer Dokploy Production Matrix Gatekeeper (CORE-06)

Enforces the rigorous 13-Layer AI-Directed Engineering Production Matrix before any container release to self-hosted Dokploy clusters (Contabo/Hostinger).

Execution Pipeline:
> Audit Frontend (hydration, error boundaries, responsive drawers)
> Verify Backend & APIs (Zod validation, sanitized error codes)
> Inspect DB connection pool limits & pgvector indexes
> ... (2 more steps)
Request integration100% Verified
AGENT-025Strategy & Governance
Production

Matt Murphy Advisor

Role: Venture Strategy, Readiness Playbook & Anti-Sprawl Advisor (OPS-01)

Provides executive venture guidance rooted in "Not Murphy's Law", audits readiness, prevents overengineering sprawl, and enforces human-in-the-loop seams.

Execution Pipeline:
> Evaluate venture readiness before capital and code commitment
> Audit organizational blast radius & downstream operational capacity
> Enforce human-in-the-loop seams (DocuSign Seam) on critical actions
> ... (1 more steps)
Request integrationDocuSign Seam Guard
AGENT-026Conversational Channels
Production

WhatsApp Flow Architect

Role: Twilio / Evolution API Conversational Logic Engine (OPS-03)

Architects high-throughput WhatsApp conversational workflows, interactive menu buttons, voice note transcription (Whisper), and human escalation bridges.

Execution Pipeline:
> Design conversational state machines for WhatsApp Business API
> Wire bidirectional webhooks with HMAC SHA256 signature checks
> Implement Whisper audio transcription for voice RFQs & queries
> ... (1 more steps)
Request integrationOmnichannel Synced
AGENT-027Infrastructure & Sync
Production

PowerSync Offline Architect

Role: Local-First SQLite WASM Replication Engine (OPS-04)

Designs zero-latency client-side replication using PowerSync and local SQLite WASM for security turnstiles, POS terminals, and field inspection tablets during load-shedding.

Execution Pipeline:
> Author sync_rules.yaml with strict organizationId tenant isolation
> Configure PostgreSQL logical WAL replication streams
> Implement client-side SQLite WASM reactive hooks (<10ms UI)
> ... (1 more steps)
Request integrationLoad-Shedding Immune
AGENT-028Cognitive Engineering
Production

Dify Prompt Engineer

Role: Dify Prompts, 1-Page SOPs & Workflow Generator (OPS-05)

Authors production-grade prompt templates, 1-page operational SOP runbooks, and exports YAML DSL definitions for self-hosted Dify production clusters.

Execution Pipeline:
> Author 1-page operational SOP runbook for companion agent
> Design system prompts with strict domain grounding & guardrails
> Configure Dify workflow graphs, tool bindings & RAG datasets
> ... (1 more steps)
Request integrationZero Hallucination
AGENT-029Design & UI System
Production

Design Critique Architect

Role: Founder's Ledger Design System Enforcer (OPS-06)

Audits user interfaces against the Founder's Ledger design system (Warm Cream #F5F0E8, Near Black, Banya Amber #E57A1A), typography hierarchy, and mobile responsive drawers.

Execution Pipeline:
> Audit UI against Founder's Ledger color tokens & typography
> Verify responsive drawer patterns on mobile & tablet viewports
> Enforce 44px+ touch targets and WCAG AA contrast compliance
> ... (1 more steps)
Request integrationFounder's Ledger
AGENT-030Enterprise Back-Office
Production

ERPNext Ops Integrator

Role: Central ERPNext Customer, Billing & Licensing Sync (OPS-07)

Integrates vertical SaaS products with central self-hosted ERPNext for unified customer registries, subscription billing, tax invoicing, and license key generation.

Execution Pipeline:
> Configure Better Auth webhook listeners for customer creation
> Sync Paystack payment transactions into ERPNext Sales Invoices
> Manage multi-tenant software license keys and seat allocations
> ... (1 more steps)
Request integrationERP Integrated
AGENT-031Security & Compliance
Production

Security & POPIA Auditor

Role: POPIA Data Sovereignty, PII Masking & Audit Middleware (OPS-08)

Guarantees South African POPIA and regional SADC data compliance, automatic PII scrubbing in Pino JSON logs, immutable audit logging, and tenant namespace isolation.

Execution Pipeline:
> Audit database models for POPIA Section 14 retention policies
> Implement Pino JSON structured logging with automatic PII masking
> Enforce immutable AuditLog recording for all agentic actions
> ... (1 more steps)
Request integrationPOPIA Compliant
AGENT-032Data Pipeline
Production

Continuous Ingestion Agent

Role: Document Chunking & Vector Embedding Worker (OPS-09)

Monitors tenant storage buckets and background folders to auto-chunk, tokenize, and embed tenant documentation into pgvector with strict organizationId namespaces.

Execution Pipeline:
> Watch tenant file storage & S3 buckets for new uploads
> Extract text from PDFs, DOCX, CSVs, and scanned images (OCR)
> Apply semantic chunking with metadata header preservation
> ... (1 more steps)
Request integrationpgvector Synced
AGENT-033Async Assurance
Production

Operational Reconciler Agent

Role: Async State Reconciler & Anomaly Worker (OPS-10)

Runs background BullMQ queues to reconcile asynchronous state between local SQLite WASM, PostgreSQL, Paystack webhooks, and ERPNext ledgers.

Execution Pipeline:
> Poll BullMQ job queues for pending background sync tasks
> Reconcile discrepancies between local SQLite and master Postgres
> Detect failed Paystack webhook events and trigger retries
> ... (1 more steps)
Request integrationBullMQ Reconciled
AGENT-034Customer Runtime
Production

Conversational Operator Agent

Role: Front-Door Customer WhatsApp & Web Operator (OPS-11)

Serves as the 24/7 frontline customer touchpoint over WhatsApp and web chat to capture user intent, answer queries from grounded knowledge, and trigger structured app actions.

Execution Pipeline:
> Ingest customer messages from WhatsApp Business API / Web widget
> Query tenant pgvector knowledge base for verified answers
> Extract structured parameters (customer details, booking dates, order items)
> ... (1 more steps)
Request integration24/7 Live Operator
AGENT-035DevOps & Infra
Production

Dokploy DevOps Sentry

Role: Dokploy Container Health & Webhook Sentry (OPS-12)

Monitors self-hosted Dokploy container clusters on Contabo and Hostinger servers, inspects /api/health probes, and manages CI/CD Git webhook deployments.

Execution Pipeline:
> Monitor Dokploy container CPU, RAM, and disk utilization
> Execute periodic HTTP probes against /api/health & /api/ready
> Manage Git release branch webhook triggers for automatic rebuilds
> ... (1 more steps)
Request integrationDokploy Managed
AGENT-036Digital Labor HRIS
Production

Mission Control HRIS Agent

Role: Digital Labor Telemetry & Kill Switch Sentry (OPS-13)

Provides operational visibility into the digital agent workforce, tracking agent utilization, human rework/override rates, token costs in ZAR, and emergency kill switches.

Execution Pipeline:
> Aggregate token consumption and ZAR cost per tenant from AiUsageLog
> Calculate human override and rework rates per agent
> Monitor active tool bindings and rate-limit thresholds
> ... (1 more steps)
Request integrationKill Switch Ready
AGENT-037GTM Growth
Production

Customer Acquisition Agent

Role: Meta/Google Ads & B2B Lead Qualifier (OPS-14)

Executes post-deployment customer acquisition campaigns, generating Meta/Google ad variations, qualifying inbound B2B leads, and booking WhatsApp demos.

Execution Pipeline:
> Generate targeted Meta & Google Search ad copy variations
> Deploy interactive WhatsApp demo booking funnels
> Ingest inbound lead inquiries and score ICP fit
> ... (1 more steps)
Request integrationLead Qualified
AGENT-038Telemetry & Learning
Production

Feedback Loop Telemetry Agent

Role: Post-Launch Drop-Off Analytics & Learning Loop (OPS-15)

Monitors user onboarding drop-offs, synthesizes customer sales objections and feature requests, and writes compounding institutional lessons into MEMORY.md.

Execution Pipeline:
> Analyze user journey funnel and identify activation bottlenecks
> Synthesize customer support transcripts for common objections
> Extract feature improvement requests and user friction points
> ... (1 more steps)
Request integrationInstitutional Memory
Back to Banya Labs