Golden Horizons
CAPABILITY · OPS & BACK-OFFICE
KPI Snapshot
Monday morning one-page brief: revenue, pipeline, cash, and anomaly flags.
$4,000–$6,000 build · $1,000–2,000/mo
Talk to us about a KPI Snapshot build →What it does
Pulls metrics from your CRM, accounting tool, and ops systems on a schedule. Formats a concise owner brief with trend lines and anomaly highlights. Delivers to Slack, email, or both. No dashboard login required.
Most owners already know what they want to see Monday morning: did revenue land where it should, is anything sitting unpaid past 30 days, is the schedule full enough to cover payroll, and did anyone leave a review that needs a response. The problem isn't knowing what to check — it's that checking requires logging into four or five systems, running exports, and mentally assembling the picture from fragments. That ritual runs 60 to 90 minutes for a lot of owners, assuming nothing breaks mid-pull. By the time it's done, the morning is already gone.
The KPI Snapshot build wires those sources together and produces the brief automatically. A scheduled job pulls from your CRM for pipeline and lead-flow data, your accounting system for revenue and accounts receivable, your practice or operations system for appointment fill rate and utilization, and any review platform for incoming ratings. The AI layer doesn't just move numbers — it compares this week against the prior period and flags anything outside a normal range: a revenue dip that outpaces a seasonal pattern, an AR balance aging faster than usual, a no-show rate that's crept up three weeks running. Those flags land at the top of the brief so the owner reads what matters first, not last.
Delivery is wherever you already look. Most owners want an email they can scan before their first meeting. Others want a Slack message so the brief is searchable alongside the rest of their operations chatter. Some want both. The brief format is fixed enough to be scannable in under five minutes and flexible enough to reflect the KPIs that actually matter for your business — a med spa's brief looks different from a contractor's, and both look different from a law firm tracking billable utilization.
Golden Horizons builds the initial metric map during scoping: we sit with the owner, document the three to seven numbers they actually make decisions from, trace each one back to its source system, and confirm the integration path is clean before writing a line of automation. That map becomes the spec. The spec becomes the build. If your QuickBooks categories are inconsistent or your CRM has duplicate contacts inflating pipeline, we flag it during scoping — those data quality issues don't disappear when you automate, they just show up faster, which is actually useful. The brief becomes a forcing function to clean up the underlying data over time.
Setup runs two to three weeks.
Use cases
- A med spa with four providers pulls weekly revenue by service line, AR balance, fill rate by provider, and review scores — the owner reads the brief at 7am before the team arrives and flags any provider whose fill rate has slipped more than 10 points.
- A five-attorney law firm gets a Monday digest showing billable hours logged by timekeeper, outstanding invoices past 30 and 60 days, new matters opened, and any trust account that needs replenishment — the managing partner reviews it before the weekly staff call.
- A residential HVAC contractor tracks weekly job revenue, open estimates, aged receivables, and technician utilization — the owner uses the brief to decide whether to push the sales team on pending proposals or hold based on current backlog.
- A gym with two locations gets a monthly retention dashboard showing active member count versus prior month, membership cancellations by reason code, class fill rates by time slot, and average revenue per member — used in the monthly ops review to adjust class scheduling.
- A property management firm monitors rent collection rate, open maintenance tickets by age, upcoming lease renewals within 60 days, and vacancy count — the weekly digest flags any property where collection has slipped below normal so the team can call before it turns into an eviction.
- An independent restaurant owner sees weekly covers, average check, food cost percentage pulled from the POS, and cash on hand from the bank feed — a single brief that replaces three separate weekly reports that previously took a manager two hours to compile.
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
Retainer
Monthly retainer covers monitoring, prompt tuning, config refinement, and minor integration additions. Range: $1,000–2,000/mo.
How clients use this
Fixed-scope build with clean handover, then an optional monthly retainer covering maintenance, monitoring, and minor changes. Most clients move to retainer within 60 days of delivery.
Part of
Used in: Law Firms , real-estate-agents , construction-firms , Dental Practices , restaurants
Questions KPI Snapshot clients ask
Which source systems does the KPI Snapshot connect to?
The most common stack is HubSpot or another CRM for pipeline and lead data, QuickBooks Online or Xero for revenue and AR, and a vertical-specific ops system — Mindbody for fitness, Jane App or Vagaro for med spas, Clio or PracticePanther for law, Buildxact or Jobber for contractors. We also pull from Stripe if you run card billing directly, and from Google Business Profile or Podium for review scores. During scoping we map your actual systems and confirm which data fields are clean enough to pull reliably. If you're running something we haven't connected before, we review the API documentation and confirm feasibility before you sign anything.
What if my QuickBooks data is messy or my CRM has duplicate records?
Automation surfaces data quality problems faster than manual pulls do — which is actually useful, not a blocker. During the scoping session, we audit the state of each source system: how consistent are your QuickBooks chart-of-accounts categories, how clean is your CRM contact and deal data, are there obvious duplicates or miscategorized transactions. If the data is too inconsistent to produce a reliable brief, we say so before the build starts and give you a short remediation list. For minor inconsistencies — a few miscategorized expense lines, some CRM deals in the wrong stage — the brief can flag those as data quality items alongside the business metrics, so the brief itself becomes a weekly prompt to clean up the underlying records. We don't paper over bad data with averages or rounding. If a number can't be trusted, we mark it rather than show it as clean.
Can I customize which KPIs show up in my brief?
Yes, and that customization happens during scoping, not after the build ships. We document the specific metrics you make decisions from — not a generic list of business KPIs, your actual three to seven numbers. Some owners track gross margin by service line. Others care about cost-per-lead. Others track a utilization ratio unique to their business model. We map each metric back to its source field, confirm the data is reliable, and build the brief around that spec. After launch, if your business changes — you add a location, change your pricing model, start tracking something new — the retainer covers adding or swapping metrics without a full rebuild.
How does the anomaly flagging work?
Each metric in the brief has a normal range calculated from its rolling history — typically the prior 8 to 12 weeks, adjusted for any seasonality pattern we detect during build. When a metric lands outside that range in either direction, the brief flags it at the top with a short note: which metric, how far outside normal, and whether it's improving or declining. The flags are directional, not diagnostic — the brief tells you that AR past 30 days jumped this week, not why. The why is still your call. For metrics where a weekly swing is inherently noisy (like a restaurant's daily cover count), we widen the band or switch to a smoothed trend line so you're not getting flagged on normal variance. The sensitivity settings for each metric are documented in the build spec and adjustable during the retainer.
How long does setup take and what do you need from me?
The build runs two to three weeks from signed scope to first live brief. What we need from you is a scoping call of 60 to 90 minutes where we document your KPIs, walk through each source system, and collect read-only API credentials or integration access for each tool. We handle all API configuration and the automation infrastructure — you don't need a technical contact on your team for this. Most of the setup time is integration plumbing and testing: we run the brief through a full week cycle before handing it over so you're not debugging the first live version on a Monday morning. After handover, we stay on retainer for API upkeep, format adjustments, and metric changes. If one of your source systems pushes a breaking API change, we catch it before the brief breaks.