Golden Horizons
CAPABILITY · OPS & BACK-OFFICE
AI Admin Assistant
An internal assistant that runs scheduling, docs, and staff requests in team chat or email.
Audit this workflow →What it does
Handles scheduling, document drafting, internal Q&A, and routine staff requests in team chat or email. Routes tasks to the right person, follows up on blockers, and keeps the owner out of the busywork. Self-hosted path available for data-sensitive clients.
The math on a full-time EA rarely works for a seven- or eight-person firm. A dedicated executive assistant runs $55,000 to $75,000 in salary before benefits, PTO, and the six weeks it takes to onboard them to your calendar preferences, your CRM, your travel vendors, and the way you like agendas formatted. So most owner-operators at that stage do the EA work themselves. They field scheduling threads that take four emails to resolve. They block an hour before every client call to pull background that already lives somewhere in their inbox. They draft the same recap email with the same five bullet points, then forget to log the contact in the CRM until three days later.
The Admin Assistant build takes the tasks that eat time without needing judgment. Scheduling runs through your calendar with your buffer rules and travel time baked in. Research briefs get pulled from public sources and your own notes before a call, formatted the way you actually read them. Follow-up emails, agendas, and short status summaries get drafted and queued for one-touch approval instead of written from scratch. CRM records update from meeting notes without manual entry. Travel and logistics get coordinated inside the limits you set. Reminders and nudges fire on the schedule you define.
It does not touch calls that need your professional judgment, client-relationship decisions, or anything where being wrong has real cost. Those escalate to you cleanly, with the context attached, so you make the call instead of hunting for the background. The assistant lives where you already work: team chat, email, or SMS. No new app, no new login, no new habit. You message it the way you'd message a person, and it either handles the task or asks the one question it needs before moving.
Build takes three to four weeks. Week one is scoping, where we map which recurring tasks make sense to hand off and which stay with you. Weeks two and three are build and integration. Week four is tuning: we run it against your real workload, watch where it hesitates or over-escalates, and tighten the routing until the signal-to-noise is right. After that, support covers ongoing tuning as your workflow shifts and integration upkeep when the tools it touches push breaking updates.
Use cases
- A solo consultant books twelve client calls a month, and scheduling threads eat forty minutes per booking. After the build, one message resolves each booking: the client gets a link, the consultant gets a confirmed event with pre-call prep already attached.
- A real estate agent runs fifteen showings a week. Each morning the assistant queues the schedule, texts confirmation reminders to buyers, and logs post-showing notes from a voice memo into the CRM without the agent touching a keyboard.
- A managing partner at a boutique law firm spends ninety minutes every Sunday on calendar and agenda prep. The assistant reviews the week, pulls case notes and client background for each meeting, and drafts a Monday briefing the partner edits in ten minutes.
- A proposal manager tracks deadlines across six active bids. The assistant watches due-date fields in the project tracker, sends a daily digest of upcoming milestones, flags anything due within five business days, and drafts the internal reminder for the team.
- An insurance broker works a sixty-day pipeline. The assistant watches last-contact dates in the CRM, drafts personalized follow-ups for any prospect past the touch interval, and queues them for one-click send instead of making the broker write each.
- An accounting firm manager fields staff questions about PTO balances, reimbursement policy, and internal process docs. The assistant answers from a connected knowledge base, resolves the routine eighty percent on its own, and escalates the rest with context.
What’s included
- Fixed scope with written acceptance criteria before any build starts
- Customization layer for your brand voice and business rules
- Clean handover with documented runbook and live training
- Monthly ROI report for three months post-delivery
- Source code delivered to your GitHub on handover
What’s NOT included
- Third-party API subscription costs (billed to your accounts)
- Data migration from legacy systems
- Ongoing infrastructure costs after handover
How clients use this
Fixed-scope build with clean handover, documented ownership, and optional support for monitoring, maintenance, and minor changes.
Part of
Used in: Law Firms , Real Estate Agents
Questions Admin Assistant clients ask
What access does the assistant need to my calendar, email, and CRM?
We use scoped OAuth credentials, not admin access. For productivity suite, that means calendar read/write limited to your account and a Gmail permission scoped to drafting and sending from your address only. For the CRM, we use a dedicated API user or integration token with write access limited to the objects the build touches: contact records, activity logs, and task fields. Every permission gets documented on paper before anything connects, and you approve the scope before credentials are issued. If you run a self-hosted CRM or have data-residency requirements, we can deploy the integration layer inside your own environment so data never leaves your perimeter. We don't take blanket admin credentials, and we don't keep access after the engagement closes. Credentials get rotated or revoked at offboarding.
Which tasks will the assistant handle autonomously versus escalate to me?
The routing rules get defined during the scoping week and documented in plain language, not buried in a system prompt you can't read. Autonomous tasks are the ones with deterministic outcomes: scheduling against known calendar rules, sending pre-approved template emails, updating CRM fields from structured inputs, pulling research from defined sources, firing reminders on a set schedule. Escalations are the ones where being wrong costs something: any outbound message that isn't templated, any decision involving a client relationship, any situation the assistant hasn't seen and can't confidently classify. Escalations arrive in team chat or email with context already attached: what the task was, what the assistant tried, and why it stopped. You make the call in one message and it runs from there. The threshold is tunable. Escalating too much, we tighten the rules. Too autonomous for your comfort, we widen the criteria.
How long does it take before the assistant is actually useful?
The build takes three to four weeks. By the end of week four it's handling the scoped tasks without hand-holding. The first two weeks after go-live are the highest-value tuning window: we watch the escalation log, find the spots where the assistant hesitates unnecessarily or misses context it should have, and adjust the routing. Most builds reach a stable operating state within thirty days of launch. Stable means the escalation rate is low, the tasks it owns run without intervention, and you've stopped second-guessing it. After that, the main tuning events are material workflow changes (a new hire, a new tool in the stack, a different way of structuring your week) or a breaking API update from an integrated platform. Support covers both.
Where does the assistant live? Do I need to install a new app?
No new app, no new login. The assistant runs inside team chat, email, or SMS, whichever channel you already use. Most owner-operators default to team chat because that's already where short requests live. If you don't use team chat, we wire it to a dedicated email address or phone number, and you interact with it the way you'd message a person. The backend runs on your existing cloud environment or ours, depending on your preference. Nothing installs on your end. The only visible change is a new contact in your communication tool that handles admin tasks instead of ignoring them.
How is this different from using ChatGPT or an AI tool I already have?
The gap is integration and memory. A general AI tool answers questions in a chat window. It can't see your calendar, your CRM, your email history, or your business rules. Every session starts from zero, so you re-explain your preferences, re-paste the context, and re-describe the output format you want. The Admin Assistant build wires directly into the tools your business already runs on. It knows your calendar rules and contact records without being told, operates on a schedule without you starting it, and applies the routing logic we tuned to your workflow. Golden Horizons builds the integration layer, the memory scaffolding, and the escalation logic that connects a capable AI processing to your actual operating environment, so it works like a hire instead of a search engine.