AI-Powered Revenue Operations

Your Pipeline Runs Itself.
While You Sleep.

We build autonomous multi-agent systems that manage $50M+ pipelines, coach sales teams in real-time, and turn operational chaos into self-healing workflows — no human babysitting required.

$50M+ Pipeline Managed
3x Team Efficiency
1,000+ Assets Automated

Trusted by enterprise sales teams to automate their most critical workflows

Autonomous Systems That Actually Work

Not chatbots. Not copilots. Fully autonomous agents that own outcomes — from pipeline management to infrastructure monitoring.

Self-Healing Data Pipelines

RAG-powered systems that maintain real-time accuracy across 1,000+ assets with automatic error detection, correction, and audit trails.

  • Vector-indexed knowledge bases
  • Atomic state updates & rollback
  • Dual-source reconciliation audits

Workflow Automation

End-to-end automation of operations: calendar management, meeting transcription, document generation, and cross-platform orchestration.

  • n8n & custom Python orchestration
  • Slack, Salesforce, ClickUp integrations
  • Speaker diarization & transcript processing

Infrastructure & Monitoring

Always-on infrastructure monitoring with intelligent alerting, automated health checks, and edge deployment for zero-downtime operations.

  • Real-time service health monitoring
  • Push notification alerting (APNs/ntfy)
  • Edge deployment (Raspberry Pi / Cloud)

AI Content Production

Automated video creation studios, document generation pipelines, and AI-powered portfolio platforms — production-grade content at machine speed.

  • Multi-model video production (Gemini + Claude)
  • Professional document generation (DOCX/PDF)
  • SaaS platform development

Custom Agent Development

Purpose-built AI agents with persistent memory, tool integration, and self-annealing behavior — agents that learn from their mistakes and get better over time.

  • 3-layer architecture (Directive/Orchestration/Execution)
  • ChromaDB vector memory
  • Deterministic execution with LLM reasoning

Numbers Don't Lie

Real outcomes from production systems running in enterprise environments.

$50M+
Pipeline Under Management

Enabled 1 Solutions Engineer to support 10 Executive accounts (3x the industry average) using "Tribunal" multi-agent consensus review.

Efficiency
$10M+
Active Pipeline Influenced

AI "Challenger" agents provided strategic coaching to sales teams, directly influencing deal progression and win rates across the active pipeline.

Revenue
100%
Autonomous Pipeline Audits

Deployed a "Daily Director" agent that autonomously audits pipeline hygiene every morning — zero manual intervention for daily management tasks.

Automation
1,000+
Assets in Real-Time Sync

Self-healing RAG pipeline maintains real-time accuracy across 1,000+ assets with automatic error detection, correction, and reconciliation audits.

Data Integrity

The 3-Layer Architecture

LLMs are probabilistic. Business logic is deterministic. We bridge the gap with a battle-tested architecture that makes AI reliable enough for production.

01

Directive Layer

What to do

Standard Operating Procedures in plain English. Goals, inputs, tools, outputs, and edge cases — like instructions for a senior employee. Human-readable, version-controlled, and continuously improving.

SOPs Markdown Version Controlled
02

Orchestration Layer

Decision making

The AI reasoning engine. Reads directives, calls tools in order, handles errors, and updates procedures with learnings. This is where intelligence meets judgment — sensing the environment and routing to the right action.

LLM Reasoning Error Handling Self-Annealing
03

Execution Layer

Doing the work

Deterministic Python scripts that never hallucinate. API calls, data transforms, file operations — reliable, testable, repeatable. 90% accuracy per step × 5 steps = 59%. We push complexity here to get 99.9%.

Python Scripts Deterministic Testable

Built With Serious Tools

We don't just prompt ChatGPT. We build production-grade systems with real engineering discipline.

AI & LLMs

Gemini Pro
Claude (Anthropic)
WhisperX
Pyannote
ChromaDB

Infrastructure

Cloudflare (DNS/Pages/KV)
Hetzner (Compute)
Redis (Queues)
SQLite/PostgreSQL
Docker

Integrations

Salesforce
Slack
ClickUp
Google Workspace
Microsoft 365

Automation

n8n
Python (FastAPI)
Playwright
MCP Protocol
Webhooks

Stop Managing Pipelines.
Start Owning Outcomes.

Book a 30-minute discovery call. We'll map your biggest operational bottleneck to an autonomous solution — and show you exactly how the system would work in your environment.

No sales deck. No fluff. Just a technical conversation about what's possible.