AI Systems Audit
Map workflows, data, tooling, and risk. You leave with an execution roadmap and an automation priority matrix.
$4,500 · fixed · 1 week
◆ Trusted by 60+ operators · 40+ systems shipped
AI operating systems for high-leverage operators.
We design, ship, and run the agent infrastructure, automation rails, and decision-intelligence platforms that turn scattered work into compounding, measurable advantage.
$0/mo
avg recurring revenue0
systems deployed0
platform uptimeOperators & teams running on Axis Bridge systems
$0M+
client cost & labor savings delivered
0
automated tasks run per month
0
hours reclaimed for clients
0
operators & teams onboarded
Services
Offers that end in a deployed asset.
No slide decks. Every engagement ships something visible: a map, a workflow, a dashboard, a bot, or a measurable result.
Automation Sprint
A focused, production-ready workflow in weeks: intake → routing → summaries → CRM → reporting, with logging and guardrails.
$12K–$28K · per system
Agent-Ready Setup
Prepare an org for agents: permissions, workstation access, memory layers, approval gates, evals, and escalation protocols.
$18K–$45K · per org
Custom AI Bot Build
Customer-facing or internal assistants across web, WhatsApp, Slack, and email — grounded in your knowledge with guardrails.
$9K–$22K · + hosting
Decision Intelligence
Turn fragmented sources into dashboards, briefs, alerts, and executive command surfaces that drive action.
$15K–$40K · per platform
Fractional AI Leadership
Embedded AI direction: strategy, governance, tool standards, prompt libraries, and team enablement on a monthly retainer.
$8K–$15K · / month
The Stack
Battle-tested tooling, wired together.
We're tool-agnostic but opinionated. These are the platforms we deploy, integrate, and operate in production every week.
Products
Systems we built once — that earn every month.
Productized builds that run on the same infrastructure we sell. Live usage and revenue shown below.
OS
LIVEAtlas Operator OS
A private command layer for tasks, docs, decisions, agent memory, and daily intelligence briefings across every project.
$31.2KMRR
1,840seats
94%retention
CP
LIVECity Pulse
A city intelligence engine for events, venues, reviews, and demand signals — with a consumer bot and merchant dashboard.
$14.6KMRR
22metros
61Kusers
LC
LIVELLM Council
Multi-model deliberation workspace for structured debates, expert personas, risk reviews, and executive recommendations.
$9.8KMRR
4models
3.2Kteams
RX
LIVEReview Radar
Review & sentiment consolidation for hospitality and local services. Turns customer chatter into ranked action lists.
$11.4KMRR
480venues
98%SLA
KE
LIVEClient Brain
A structured client memory: SOPs, contracts, notes, and project history — searchable, permissioned, and agent-ready.
$7.9KMRR
210workspaces
12msp50 search
WB
LIVEBot Foundry
Deploy grounded assistants to WhatsApp, web, and Slack from one config — with analytics, guardrails, and handoff.
$19.3KMRR
5.1Kbots
2.4Mmsgs/mo
The Method
From scattered ops to deployed infrastructure.
Simple enough to sell, serious enough to scale across departments, channels, and use cases.
01
Diagnose
Workflows, data sources, repetitive tasks, approval points, security constraints, and the outcomes that matter.
02
Map
System architecture: sources, memory, database, tool calls, interfaces, roles, and human review gates.
03
Build
Ship the minimum useful system: bot, dashboard, automation, RAG app, or report generator.
04
Instrument
Logs, evals, cost tracking, error handling, permissions, security boundaries, and operating SOPs.
05
Scale
Expand across departments, channels, data sources, and recurring-revenue opportunities.
Architecture
The operating stack.
A clean stack makes AI repeatable. The goal isn't one-off prompts — it's an infrastructure layer.
Interfaces
Web apps · WhatsApp · Slack · email · dashboards · mobile commands
Next.jsSlackTwilioReasoning
LLMs · agents · routing · tool calls · expert councils · prompt libraries
GPT-4oClaudeLangGraphMemory
Vector search · relational DB · documents · logs · decisions · entity records
PostgrespgvectorPineconeAutomation
Workflow engines · APIs · browser actions · scheduled jobs · approval gates
n8nZapierMakeGovernance
Security boundaries · access control · evals · audit trails · escalation rules
LangfuseRBACSOC 2 Case Studies
Outcomes, not opinions.
A sample of shipped systems and the numbers they moved. Client names anonymized by request.
0%
RESPONSE TIME · DAYS → SAME-DAY
Review Intelligence System
Problem: Reviews scattered across 6 platforms with no operational follow-through.
System: Daily ingestion, sentiment clustering, ranked action lists, owner briefings, staff coaching prompts.
11hrs/wk
RECLAIMED PER OPERATIONS SEAT
Agent-Ready Admin Workflow
Problem: Repetitive document handling, task updates, and email triage burning staff hours.
System: Intake form → document classifier → task creation → daily digest → human approval queue.
$0
NEW SPONSORSHIP & LEAD REVENUE
City Pulse Deployment
Problem: Events, venue updates, and demand signals scattered across public channels.
System: Ingestion → dedup → categorization → merchant directory → consumer bot → monetization.
Testimonials
What operators say.
Selected feedback from founders, COOs, and heads of operations.
★★★★★
"Axis Bridge replaced three tools and a part-time hire with one system. The ROI was obvious inside a month."
DRDana ReyesCOO · Meridian Logistics
★★★★★
"They don't sell vibes. We got a working agent, evals, audit trails, and an SOP my team could actually run."
JTJulian TanFounder · Kestrel Labs
★★★★★
"The audit alone paid for itself. We finally knew which workflow to automate first — and why."
SOSofia OkaforHead of Ops · Lumen Health
Capability Ledger
Proof stronger than claims.
Visible artifacts, current skill depth, certifications, and the exact terms worth mastering next.
Skill depth
Certifications
- ✓ Microsoft Azure AI Engineer Associate (AI-102)
- ✓ AWS Certified AI Practitioner
- ✓ Google Cloud Generative AI Leader
- ◆ AWS Certified ML – Specialty · in progress
- ◆ Databricks Generative AI Engineer Associate
- ◆ Certified Kubernetes Administrator (CKA)
- ◆ HashiCorp Terraform Associate
Terms to master next
RAG · hybrid searchre-rankingchunking strategy
pgvectorPineconeLangGraphCrewAI
MCPtool-callingfunction callingguardrails
prompt injection defensePII redactionRBAC
LoRA / fine-tuningdistillationsemantic caching
model routingcost optimizationevals · ragas
Langfuse · LangSmithOpenTelemetryvector DB
dbt · ELTKafkaTerraform · IaCDocker · K8s
SOC 2CI/CD · LLMOps
Engagements
Pick an entry point.
Start with one workflow. Build the operating system from there. Fixed scopes, no surprises.
Audit
$4,500
A fixed-scope teardown of your stack with a ranked build plan.
- ✓ Workflow & data mapping
- ✓ Automation priority matrix
- ✓ Risk & security review
- ✓ 90-day roadmap
Sprint
$18K+
One production system, shipped, instrumented, and documented.
- ✓ Everything in Audit
- ✓ One deployed system or bot
- ✓ Evals, logging & SOPs
- ✓ 30-day post-launch support
Fractional
$8K/mo
Embedded AI leadership across strategy, build, and governance.
- ✓ Ongoing roadmap & builds
- ✓ Tool standards & prompt library
- ✓ Team enablement & training
- ✓ Priority support & on-call
$104KAVG / MONTH
Revenue mix
Diversified, durable, mostly recurring.
Client services & retainers 52%
Audits, sprints, and fractional engagements.
Product subscriptions 31%
Atlas OS, City Pulse, Bot Foundry, and Review Radar MRR.
Partnerships & licensing 17%
Templates, affiliate stack, and white-label deployments.
FAQ
Common questions.
How fast can you ship something useful? +
Most audits complete in a week. A first deployed system typically ships in 2–4 weeks depending on data access and approvals. We always start with the highest-ROI workflow so value lands early.
Do I own the systems you build? +
Yes. You own the code, the data, the prompts, and the infrastructure. We deploy into your accounts (or set them up), document everything, and hand over runbooks so you're never locked in.
What about security and data privacy? +
Every build ships with access control, audit trails, PII handling, and human approval gates. We design around least-privilege, support self-hosted models where required, and document the security model up front.
Which models and tools do you use? +
We're tool-agnostic and route to whatever fits — OpenAI, Claude, and Gemini for reasoning; Postgres/pgvector and Pinecone for memory; n8n, Zapier, and Make for automation; Vercel and Supabase for delivery. Choices are made on cost, latency, and reliability — not hype.
Can you work with my existing team? +
Absolutely. Fractional engagements are built for that — we set tool standards, prompt libraries, and enablement so your team can run and extend the systems after we hand off.
Engage Axis Bridge
Start with one workflow.
Start with one workflow.
Build the operating system from there.
Map your systems, find the highest-leverage automation target, and deploy a visible AI asset — fast.