Production AI · Atlanta · Twilight Tech LLC

I built my own AI operations agent.
Now I help small businesses build theirs.

Most "AI for business" tools are chatbots in a wrapper.
J-Bot is different — it runs the operation.

Real calendar scheduling. Real email triage. Real ticket routing. Real security monitoring. All from one chat — and trust-gated so it asks before it acts.

Book a 30-min demo · free See what it does
The Problem

The 15-25 hour problem

A typical small business or MSP spends 15-25 hours a week on operational coordination — context-switching between apps, re-entering information, holding multiple system states in your head at once.

Email triageSorting support emails into a ticketing system
Calendar wranglingScheduling client meetings around conflicts
CRM hygieneUpdating records when conversations move
SLA reportingGenerating compliance reports on cadence
Health dashboardsMonitoring across disconnected systems
Status updatesBriefing yourself and your team daily
The enterprise solutions are out of reach.
ServiceNow ITSMstarts ~$50,000 / year
Salesforce Einstein AI$165 / user / month + Enterprise license
MS Copilot for M365requires E3 / E5 tier

Meanwhile, the 33 million small businesses and 40,000 MSPs that form the backbone of American IT get to choose between unaffordable enterprise platforms or "AI chatbots" that can describe a task but can't perform it.

The Difference

AI that performs operations, not just AI that answers questions

J-Bot is a unified AI assistant platform I've been building for the better part of a year. It's not a fork of an open-source agent framework or a wrapper around ChatGPT. It's a working multi-domain operations agent with trust-gated real-world actions, cross-domain context awareness, and production-grade reliability.

What it actually does today

DomainLive capabilities
EmailTriage, draft, send, search, label, schedule follow-ups via Gmail API
CalendarFind free slots, schedule meetings, send invites, check today's agenda
TasksCreate, assign, complete tasks via Google Tasks
ContactsSearch, augment with web context, push to CRM
FilesRead, write, search Google Drive
Security8 Windows security sensors, SSL/TLS scanning, DNS posture, port analysis
ContentDrafts social posts, generates matching images, queues for approval
MemoryPulls trusted context from a long-term knowledge vault
VoicePush-to-talk speech in, voice out (where the device supports it)

What makes it different from the AI you've already tried

Trust-gated actions Every operation has a permission tier: autonomous, notify, confirm, authenticate, prohibited. You decide — per action, per context — what J-Bot can do without checking with you. Dangerous things always require explicit approval.
Cross-domain context A support email automatically informs ticket priority. A calendar conflict influences how an email gets drafted. The agent doesn't lose track when you switch topics — it maintains state across the whole conversation.
Production-grade 200+ tool handlers, 14 internal subsystems, 4,300+ automated tests, multi-provider LLM with cost tracking and audit logging. It runs in production every day.(Spoiler: it's running this site for me.)
How it works

From "hey" to a working system in six weeks

No mystery process. Four steps, each with its own scope, deliverable, and exit door. You can stop after any of them.

1
Free · 15 min

Qualify

Day 0 · short call, no pressure

A 15-minute call to figure out if there's a real fit. I ask about your stack, your worst day, your hard NO's. If we're not a match, I tell you who is.

2
$499 · 90 min + report

Audit

Day 3-9 · session + 48hr deliverable

Recorded working session. I watch how you actually spend your week. 48 hours later you get a 6-10 page engineering report with ranked AI opportunities and a 30-day plan.

3
$2.5K - $8K · 2-6 weeks

Build

Weeks 1-6 · real software, your environment

Custom J-Bot deployment with your business logic, integrations, trust gates, and team training. You own the configuration. 30 days of post-deployment tuning included.

4
$499-$1.5K/mo · optional

Retain

Ongoing · monthly cadence, no contract

For businesses that want J-Bot as a continuous capability. Monthly check-in, new workflows added, model upgrades when they help, priority response on incidents.

Services

How I work with you

Three tiers, plus custom. Every engagement starts with the Audit so we both know what's worth building.

Start Here
AI Operations Audit
90 min · written report in 48 hours
$499one-time
Credit applied toward larger engagements
I show up to a recorded 90-minute call. We walk through how your team actually spends its day: email handling, scheduling, ticket routing, status reporting. I leave with screen recordings + calendar history.
  • Where AI can shave hours per week — ranked by ROI and risk
  • What you should not automate (because it's a relationship, not a task)
  • Specific tools that fit your stack — and the ones that don't
  • A concrete 30-day implementation plan
Book the audit
AI Operations Build
2-6 weeks
$2.5K– $8K
Fixed-scope, fixed-price
I deploy a J-Bot Mini configured for your business. We pick 5-10 workflows — usually email triage, calendar scheduling, ticket coordination, plus one custom one specific to your operation.
  • Custom domain pack for your business logic
  • Integrations: Microsoft 365, Google Workspace, ConnectWise, NinjaOne, Datto, custom APIs
  • 30 days of post-deployment tuning included
  • Full audit trail of every AI action — you always see what happened
Discuss a build
AI Operations Retainer
monthly · ongoing optimization
$499– $1,499 / mo
No annual contract
Monthly retainer for businesses that want J-Bot as a continuous capability, not a one-time install. New workflows added. Cost monitoring. Model upgrades when they help. Light support hours.
  • Add new workflows as your operation evolves
  • Provider routing tuned monthly (NIM, Anthropic, local)
  • Cost + quality reporting each month
  • Priority response on incidents
Talk retainer
Custom Engagement
research, white-label, novel domains
Byconversation
Starts with the Audit
Building your own AI from scratch? Want to white-label J-Bot? Researching whether AI agents are right for an industry I haven't worked in yet? Book the audit, and we can talk through a custom engagement after.
  • White-label J-Bot deployments
  • Industry-specific research engagements
  • Architecture review for in-house AI builds
  • Joint proposals for SBIR / grant-backed work
Email James
▤
What you actually get for $499
Sample audit report · 6-10 pages · PDF
  1. Executive summary1 page. What I observed, top 3 opportunities, recommended path.
  2. Time auditWhere your hours actually go — measured, not guessed.
  3. Ranked AI opportunities5-10 workflows, each scored on hours saved + risk + complexity.
  4. Anti-recommendationsWhat you should not automate. The trust-building section.
  5. Stack-fit analysisWhat fits your tools (M365, Google, ConnectWise, etc.) — and what doesn't.
  6. 30-day implementation planConcrete milestones if you want to move forward.
  7. Build estimatePricing for the next phase, based on what I actually saw.
Plus: a 30-min results walkthrough call to go through it together. The audit fee is credited toward any larger engagement, so it functions as a deposit, not a sunk cost.
About

Why me, specifically

JD
James Destrades Jr
Solo Founder · Twilight Tech LLC
Atlanta · Minority-Owned SMB
CompTIA A+ ISC2 CC Google Cyber
8+ yrs IT support
10+ yrs customer-facing
Atlanta-born + based

I'm a solo founder in Atlanta. I built J-Bot from scratch because I needed it for my own MSP — running a small managed services business while shipping product, doing security work, and writing CompTIA study guides on the side. The standard answers (Microsoft Copilot, ChatGPT Plus, ServiceNow) didn't fit a one-person operation. So I built what did.

Active Projects

  • J-Bot — the AI operations platform this page is about. Multi-provider, multi-domain, production-grade.
  • NSF SBIR Phase I proposal — $275K, 12-month research project to formalize the architecture J-Bot pioneered. Under NSF review.
  • CompTIA A+ Study Guides — Core 1 + Core 2 + Bundle. Buy here
  • Twilight Sentinel Scanner — small-business security scanning tool.

I'm not a "vibes" consultant. I'm not going to sell you a 40-slide deck about "AI transformation." I'm going to spend 90 minutes watching how you actually work, then ship something that runs in production within weeks. The audit deliverable is a real engineering document, not a marketing artifact. The build is real software that runs in your environment, not a Zapier flow with extra steps.

If you want consulting that ends in a PDF, I'm the wrong choice. If you want consulting that ends in a working system you can audit, modify, and own — let's talk.
Why Not Just Use…

The honest comparison

Most of what's marketed as "AI for SMB" is one of these. Here's what J-Bot actually adds:

What you're using now What J-Bot adds
ChatGPT / Claude / Gemini chat They describe what to do; J-Bot does it — calendar events, emails sent, tickets routed
Microsoft Copilot for M365 Locked to MS ecosystem; J-Bot works across Google Workspace, ConnectWise, NinjaOne, Datto, custom APIs
Zapier / Make.com automations Brittle when conditions change; J-Bot reasons about context and asks before it acts
A custom internal AI build I've already built the platform; you get years of architecture work as a starting point
Enterprise platforms (ServiceNow, Salesforce Einstein) $50K-$200K/year; J-Bot is small-business priced and small-business shaped
The honest line I'll never say: "AI replaces your team." That's not what this is for. J-Bot replaces the 15-25 hours per week your team spends on coordination, not the 20-30 hours doing the work they were actually hired to do.
Where it runs

In your environment, not someone else's data center

J-Bot runs on hardware you control. Three deployment modes, depending on what fits.

Most clients

Self-hosted on Windows/Linux

Runs on your existing infrastructure. Your data stays on your network. We deploy together; your team owns the config after.

Solo operators

Local laptop / workstation

Single-machine deployment. Good for one-person shops who want J-Bot at hand but don't need server infrastructure.

No-infra option

Cloud-managed by Twilight Tech

For clients who don't want infrastructure. I host and maintain; you use the chat. Same trust gates, same audit trail.

Multi-provider LLM design means you choose the brain: NVIDIA NIM (cheap cloud, $0.50/MTok), Anthropic Claude (premium reasoning), or Local Ollama (full data sovereignty). You can change your mind later without touching your data.
FAQ

Things people actually ask

If you have a question that isn't here, the audit call is free until I'm convinced we're not a fit. Ask anything.

What if I'm not sure I need a Build after the Audit?
That's the whole point of the audit being separate. You walk out with a written report you can act on (or not). About a third of audit deliverables include "you don't actually need a Build, here's a $50/month tool that solves 80% of this" — and I tell you that honestly. The audit fee credits toward a Build if you do want one, but it's not a contract.
Can I just hire you hourly for an existing problem?
Not at this stage — I'm too small to support hourly engagements without losing the deeper builds. But the Custom tier covers most "I have one specific thing" cases, and we can scope it as a fixed-price mini-engagement. Email me with the problem, I'll tell you within 24 hours if it fits.
What if my data can't leave my network?
J-Bot supports a fully air-gapped deployment using local LLMs (Ollama on your hardware). Slower than cloud and capped at smaller models, but zero data leaves your network. Most regulated clients use a hybrid: local model for sensitive operations, cloud for everything else, all governed by trust gates you control.
How long until I see ROI?
Realistic answer: 4-8 weeks after Build. Week 1-2 is your team learning to delegate to it. Week 3-4 is the agent learning your patterns. By month 2 the time savings are measurable. I include a baseline measurement at the start of the Build and a re-measurement at day 30 so we're both looking at the same numbers.
What happens if a model breaks or the API changes?
J-Bot is multi-provider by design — it fails over between NVIDIA NIM, Anthropic Claude, OpenAI, and local Ollama automatically. Provider outages don't take you down. API breaking changes are my problem, not yours; I update the platform and your deployment gets the patch.
Do you sign NDAs?
Yes, before the audit if you need one. I have a mutual NDA template ready. The audit recording stays with you; I keep my notes for the duration of the engagement and delete them on request after.
Who owns the code and configuration after the Build?
You do. The custom domain pack I build for your business is yours. The base J-Bot platform is open under the Twilight Tech license, and I keep maintaining it for everyone — but your config, your prompts, your integrations, your data: yours. You can fire me and another engineer can take it over, and they'd have the source.
What size businesses fit best?
5-50 employees is the sweet spot. 50-200 is workable but the integration scope grows. Solo operators (1-4 people) often get more value from the local laptop deployment than a full Build — the audit tells us which path fits.
Is this a SaaS subscription or do I install something?
Neither, in the traditional sense. J-Bot is a platform you run — Windows or Linux service, your hardware (or a small VPS I help you provision). No SaaS fees from me. You pay for the Build, optionally a Retainer, and the underlying LLM provider you choose (typically $5-50/month at SMB scale).

Want to see what J-Bot does for an actual SMB workflow?

I'll share my screen and show you J-Bot doing real work — your calendar, your inbox, your tickets. No slideshow, no recorded demo, no "let me follow up with our sales engineer."

Book a free 30-minute demo →