AI CONSULTING — AUDIT → BUILD → TRAIN
Find out where AI actually saves your business time and money.
Take the free AI audit: answer a few questions about how your team works, get a personalized report of your highest-ROI automation opportunities — then, if it makes sense, Shiloh builds it with you.
Software engineer at Amazon, ex-Microsoft · systems shipped across nonprofits, real estate, education & finance
~5 minutes · No credit card · Report in your inbox
AI Audit Report
Sample Co.
3
Opportunities
11
Hrs/week saved
#1
Priority
Top automation opportunities
- Grant drafting workflow11 hrs/weekHigh
- CRM lead follow-up6 hrs/weekMedium
- Document Q&A for team4 hrs/weekMedium
Illustrative preview — your report is personalized to your business.
Client outcomes
10+ hrs
saved per grant submission
~$13K/mo
added client revenue
25%
more grant submissions per month
$500+/mo
cut from a client’s CRM spend
Real numbers from shipped client systems — details in the case studies.
How engagements run
Start with clarity. Ship when the ROI is obvious.
01
Audit
1–2 weeks
We map your workflows and find the highest-ROI opportunity. You get a prioritized roadmap with honest build-vs-buy calls — even if the answer is “don’t build anything yet.”
02
Build
4–8 weeks
Fixed-fee implementation of one system, integrated with your stack. You see working software weekly, not a deck at the end.
03
Train & hand off
Ongoing optional
Your team learns to run it. Optional advisory retainer if you want a fractional AI lead on call.
What we build
View all services →AUDIT
AI Readiness Audit
Prioritized roadmap with ROI estimates before you commit to a build.
RAG
Knowledge Base / RAG
Turn documents, recordings, and slides into a queryable AI assistant.
AGENTS
Workflow Automation
Multi-step agents that draft, route, update CRM, and generate content.
VOICE
Voice AI Agents
Inbound and outbound calling agents for lead reactivation and patient outreach.
ADVISORY
Fractional AI Lead
Monthly check-ins, tool evaluation, and iteration on existing systems.
Nonprofit · Grant writing
From 10+ hours per grant to a scalable submission pipeline
The problem
Grant writers were drowning in 50+ page documents — manual research, repetitive drafting, and slow turnaround limited how many grants the team could submit each month.
What we built
Built an agentic RAG pipeline: ingest long documents, answer direct questions, auto-generate first-draft narratives from up-to-date org info, and keep the knowledge base current.
Before
- 01Read 50+ page grant document manually
- 02Research requirements across sources
- 03Draft narrative from scratch
- 04Review and revise over multiple sessions
After
- 01Upload docs — auto-ingested into knowledge base
- 02Ask direct questions to long documents
- 03Generate first-draft narrative from org data
- 04Writer reviews and submits faster
Results
10+ hrs
saved per submission
25%
more submissions
~$13K/mo
revenue lift
“From day one, the engineering lead brought genuine passion and focus to our project. They quickly picked up the technical requirements and took full ownership of the project’s development — standing out for quality of work and thoughtful customer interactions.”
Client testimonial
“From day one, the engineering lead brought genuine passion and focus to our project. They quickly picked up the technical requirements and took full ownership of the project’s development — standing out for quality of work, thoughtful customer interactions, and real impact on our client’s outcomes.”
Who we are
Shiloh AI· Engineering-led AI consulting
Shiloh is built by engineers from Amazon and Microsoft who ship production ML in enterprise and client systems. We audit workflows, build production AI, train your team, and hand off — across nonprofits, real estate, education, and financial services. No strategy decks.
Questions operators ask
Honest answers about how engagements work.
Find your highest-ROI AI opportunity.
Take the free audit — personalized opportunities, estimated time savings, and a clear action plan in your inbox.