Arsenal of custom systems
The systems we build, deploy, and run for you. Voice agents, workflow automation, integrations, and business intelligence, engineered around how your business actually works. The full catalog is below, from quick wins to enterprise transformation.
DEPLOYED AGAINST REAL OPERATIONS. MAINTAINED FOR AS LONG AS THEY RUN.
The core systems
AI Voice Agents
Your frontline operator, qualifying leads, answering calls, routing messages, and running 24/7 with consistent reliability.
Deployed as: inbound + outbound voice · always on, never in a queueWorkflow Systems
Automate onboarding, hiring, follow-ups, reporting, and internal operations with AI-native architecture tailored to your business.
Deployed as: end-to-end workflows · onboarding, reporting, opsSystems Integration
Backend engineering using Python, APIs, Airtable, CRMs, and voice systems to unify your operations into a single intelligent ecosystem.
Stack: Python · APIs · Airtable · CRMs · voice systemsBI Automation
Transform scattered processes into intelligent, interconnected workflows that surface insights automatically and eliminate manual data wrangling.
Output: observable workflows · insight without the wranglingThe full services catalog
Everything we build, from a first scoped workflow to an enterprise-wide operating system. No price list here on purpose: every engagement is scoped to your operation on a discovery call, then quoted in writing.
Quick Wins
DAYS TO WEEKS · FIXED SCOPEContained, fast builds that prove value before you commit to anything larger.
AI Opportunity Audit
An operations walkthrough that produces a scored list of automatable workflows, ROI estimates, and an architecture sketch.
AI Strategy & Roadmap
A prioritized 6 to 12 month build plan for where AI pays off first in your business.
Single Workflow Automation
One process wired end to end: intake, routing, and your system of record.
Scoped Support Chatbot
A bounded conversational assistant built on your own content, not an open-ended bot.
Document Extraction Pilot
One document type converted to structured data: timesheets, invoices, purchase orders.
Working Proof of Concept
A functioning slice of your system, built so you can see it run before committing to the full build.
Core Builds
THE CUSTOM AI OPERATING SYSTEMOur home turf: agents, workflows, and integrations composed into a system that runs a department, then a business.
Custom AI Agent
An autonomous digital employee for one function: collections, intake, categorization, follow-up.
Multi-Agent AI Operating System
Several agents with shared memory and a command dashboard, running a whole department.
Knowledge & Retrieval System
Grounded answers drawn from your own documents, policies, and history. No hallucinated sources.
Workflow Automation Suite
Eight to fifteen cross-app automations with AI in the loop, built as one coherent system.
Operational Dashboard & BI Layer
A live command view built on top of the agents, so you can see the operation run.
Systems Integration
CRM, ERP, email, calendar, and telephony wired into one architecture. No rip-and-replace.
Production Document Pipeline
Extraction, validation, and entry into your system of record, with human review on exceptions.
Managed Operations Retainer
Monitoring, iteration, model costs, and compliance upkeep. The systems keep running because someone runs them.
White Glove On-Site Install
We build it in the room with your team, with long-run support included. The highest level of service we offer.
Enterprise Programs
MONTHS TO A YEAR · PHASEDFor organizations where AI has to survive governance, audit, and scale. Structured as phased programs with written scope at every stage.
Enterprise AI Strategy & Operating Model
Board-level roadmap, governance, build-versus-buy, and org design.
Full Custom AI Platform
The whole back office run on agents, on your own cloud, graded for compliance.
Data Platform Overhaul
The warehouse, pipelines, and governance your AI needs underneath it.
LLM Integration & Fine-Tuning
Model selection, gateway abstraction, domain fine-tunes, and an evaluation harness.
Compliance & AI Governance Build
SOC 2, HIPAA, IRS §7216, and WISP-grade controls with audit evidence. AI that survives the audit.
AI Enablement & Training
Upskill your staff to operate and extend the system after we hand it over.
Enterprise Managed AI Operations
We run the AI estate as a service, SLA backed.
Fractional AI Leadership
Fellowship embedded as your part-time Chief AI Officer.
Transformation
MULTI-QUARTER · END TO ENDThe deepest engagements we take: the whole operation rebuilt on AI-driven systems, then run under a long-term mandate.
Enterprise AI Transformation
Strategy to platform to agents to governance to change management, end to end for one organization.
Build & Run Program
We build the platform and operate it under a multi-year managed contract.
Industry Vertical AI System
A compliance-baked platform for your vertical, deployed as your operating backbone.
Portfolio-Wide AI Enablement
One master agreement, deployed across a fund's portfolio companies.
Data & AI Overhaul, Combined
Rebuild the data foundation and the AI layer on top of it, enterprise wide.
Outcome-Based Engagement
Structured around realized value: cost removed, revenue added, tickets resolved.
Guild-tier enhancements
Higher-leverage systems we layer on once the core is running, for businesses ready to automate deeper across the whole operation.
- WHEN
- After the core arsenal is live and proven in your operation
- WHAT
- Deeper automation across departments, scoped from what the core systems reveal
- HOW
- Scoped per business, built on the same architecture, covered by the same retainer
How the arsenal wires in
Every system wires into the tools you already run. No rip-and-replace, no migration project.
Agents and workflows execute the work. Every action logged. A human gate stands in front of anything that touches money or clients.
The systems we build are yours, documented so your team can run them. Leaving is a decision, not a negotiation.
Ready to equip your business?
Tell us where the work piles up. We will scope the systems that clear it and show you the plan before you commit.