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AI Systems & Advisory · San Diego

I automate expensive work.

Built around your data, tools, and approval rules.

Production AI system
Grounded · Controlled · Measured
Production AI operating loopBusiness systems feed context and an orchestrator. Specialized agents perform work, evaluations and human approval control it, and measured results improve the system.SYSTEMCRMSYSTEMInboxSYSTEMDocsSYSTEMDataGROUNDINGContext + rulesCONTROL PLANEOrchestratorAGENTResearchAGENTAnalyzeAGENTDraftACTIONExecuteTRUST GATEEvaluationsCONTROLHuman approvalLEARNING LOOPMeasure → improve
IntegratedUses your systems
ControlledApprovals + rollback
MeasuredQuality + cost
Background
Where I help

What I automate.

Work that crosses people, documents, and business systems.

01 / REVENUE

Sales research + proposals

Faster proposals. Cleaner CRM.

CRMWEBNOTESRESEARCHPROPOSALFOLLOW-UP
02 / DELIVERY

Client onboarding + delivery

Shorter cycles. Fewer dropped handoffs.

INTAKECASEDOCSANALYSISAPPROVALCLIENT READY
03 / OPERATIONS

Executive operations

Decisions become owned work.

MEETINGSINBOXDATADECISION QUEUEOWNERSFOLLOW-UPCLOSED
04 / PRODUCT

Product + engineering

More throughput. Less coordination drag.

PLANBUILDTESTREVIEWRELEASE
How it works

Start with a 10-day diagnostic.

Diagnostic

Map

Document the workflow, cost, data, and failure points.

Business casePlan
Production

Build

Connect the models, tools, permissions, and approvals.

Working systemControls
Handoff

Test

Run real work, measure the results, and hand it to your team.

ResultsRunbook
Portrait of Hunter Brennick
Hunter BrennickFounder · engineer · advisor
About

You work directly with me.

I’m a founder and engineer with nearly 20 years of experience building software. I co-founded a Techstars-backed company that was later acquired and have advised startups on growth and go-to-market.

I stay involved from the first conversation through the working system.

About Hunter
16-chapter book

Read AI Systems Orchestration.

AI Systems Orchestration is a 16-chapter guide to building dependable AI systems.

16 chaptersProduction patterns
Open the book
16 chapters · v1.0HUNTER BRENNICK
AI Systems Orchestration

Build AI systems you can trust.

Plan, act, verify, recover, and improve—with people in control.

Part IWorkflows + agents
Part IIContext + tools
Part IIIEvals + guardrails
Part IVRuntime + learning
Contact

Bring me one expensive workflow.

I will tell you if AI can improve it and what to build first.

San Diego based · On-site across SoCal · Remote anywhere

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