Operations brain for local service businesses

Admin Chief for local service businesses

Your quote templates, pricing rules, and job notes hold everything a first-draft quote needs. We organize them into a structured brain, then run Ledger, your Quote Prep Assistant, so your team starts from real company knowledge instead of a blank document.

Operations Brain (sample)
Sources to wiki to agent output
Sources ingested
Quote templatesPrevious quotes, rate cards
Customer FAQsEmail threads, intake forms
Technician notesJob reports, site visit notes
Intake formsCustomer request records
ReviewsCustomer feedback, complaints log
Structured wiki
Rates and rulesPricing by job type, materials, access
Job typesCommon scopes, exclusions, caveats
MaterialsSupplier, unit cost, lead time
Customer notesAddress, preferences, past work
FAQsStandard answers, approved wording
Skill output
Ledger: Quote Prep Assistant
Draft quote: kitchen refit (sample)Labour (sample): 3 days at agreed day rate. Materials: tiling, grout, sealant at current supplier price. Caveat: access confirmed required for day one. For your review before sending.

Sample prototype layout. Not real customer data. No live client system is implied.

Where quoting time goes.

Most of what a quote needs already exists somewhere. The problem is retrieving it fast enough to respond before the customer calls someone else.

Where the information lives now

  • Pricing rules in a spreadsheet that only the owner fully understands, and that has not been updated since a supplier changed its rates.
  • Past quotes in a folder sorted by date, meaning a similar job from eight months ago requires manual digging to find.
  • Technician notes from a site visit on a phone or in a WhatsApp message, not filed anywhere that the office can reach.
  • Customer intake details in an email that has been read and not actioned for two days.

What it costs

  • Each quote takes longer than it should because the person writing it has to hunt for rates, check past examples, and confirm materials.
  • Quotes go out with inconsistent pricing because different team members use different reference points.
  • New staff cannot quote without the owner reviewing everything, creating a bottleneck that delays responses.
  • Margin errors are embedded in quotes when outdated templates are used because nobody noticed the supplier price changed.

What the operations brain is built from.

The brain organizes what your business already has. No new processes to design at the start.

Quote templatesPrevious quotes, rate cards, pricing schedules
Customer FAQsCommon questions and approved answers
Technician notesSite visit reports and job notes
Intake formsCustomer request records and job descriptions
ReviewsCustomer feedback and complaints log

Five stages. One operating brain.

Built and maintained on our own infrastructure. Each stage has a clear role: nothing sits idle.

01

Ingest

Pull in quote templates, job notes, intake forms, and customer FAQs from the agreed sources. Format and access scoped at the Context Audit.

02

Structure

Organize into an AI-readable wiki: rates and rules by job type, materials with current pricing, customer records, and approved FAQ answers.

03

Retrieve

Surface the right context for a given job request: the right rate band, the matching past quote, the relevant site note.

04

Serve

Run Ledger, your Quote Prep Assistant: takes a customer request, reads the brain, and produces a structured first-draft quote for a human to review.

05

Maintain

Scheduled freshness sweeps update the brain as rates change, new job types are added, and customer records grow. Pricing stays current.

Flagship agent: Ledger, your Quote Prep Assistant

Ledger is the meticulous estimator who protects your margins and knows your rules. Ledger takes a customer request, reads your operations brain, and returns a structured first-draft quote for a human to review, adjust, and approve before it goes anywhere. Signature artifact: The Draft Estimate.

What Ledger reads

Ledger, your Quote Prep Assistant, pulls from the rates and rules section of the brain, the relevant job type record, current material pricing, and any notes from a prior visit to the same customer. Ledger reads the organized wiki, not the raw spreadsheet or inbox.

What your team receives

The Draft Estimate: a structured draft quote, organized by line item, with caveats and any flagged assumptions. The team member reviews it, confirms the rates and scope are current, and approves it before sending. Nothing leaves without that step.

All quotes are approval-ready drafts, not final documents. Your team reviews before sending.

Ledger (Quote Prep Assistant)
Sample output only
SAMPLE ARTIFACT

Draft quote: kitchen refit (sample)

Produced from operations brain. For team review and approval before sending to customer.

Line items

Labour, 3 days (sample rate from brain)See rate card
Wall tiling, 14 sq m, current supplier price (sample)See materials log
Grout and sealant, standard allowanceSee materials log
Waste removal (included per standard scope)Included

Caveats flagged by skill

  • Access required from day one: confirm with customer before accepting booking (sample)
  • Supplier price for large-format tiles updated last month: verify before finalizing
  • Past quote for this customer (sample): similar scope was priced in October, worth cross-checking

Standard exclusions (from brain)

Structural alterations, electrical re-routing, and plastering not included in standard kitchen refit scope.

Admin Chief organizes and operates your company context. It does not provide legal, financial, or tax advice. No client-facing message is sent without your approval.

Three steps. Context Audit first, always.

The Context Audit maps your sources before any build quote is written. That is how fixed prices stay fixed and scope stays honest.

Step 2

Brain Build

£2,000 to £5,000

One operations brain built from the agreed sources, with the schema applied and Ledger (Quote Prep Assistant) stood up behind an approval gate.

  • Scope capped to sources agreed at audit
  • AI-readable wiki structured and organized
  • Ledger (Quote Prep Assistant) built and tested
  • Approval-first: output reviewed before use
  • Priced by source count and volume, not flat
Step 3

Maintain and Operate

£2,000 /mo

Scheduled freshness sweeps keep rates and job types current. Skill tuning and one new or upgraded skill each quarter.

  • Scheduled freshness sweeps
  • Skill tuning against real output
  • One new or upgraded skill per quarter
  • Monthly review against output value

Common questions.

Our pricing changes regularly. Can the brain keep up?

Yes. The Maintain stage includes scheduled freshness sweeps that update the rates and materials sections of the brain when pricing changes. The audit maps how often your pricing changes and builds a sweep schedule around that cadence.

Our quote templates are inconsistent. Is that a problem?

Inconsistent templates are common and the Context Audit exists to assess them. Part of the audit output is a proposed schema that standardizes the structure going forward. The cleanup cost is made explicit before the build is quoted.

What is the Context Audit?

A paid scoping engagement (500 to 750 pounds) where we inventory your sources, map their format and condition, propose a schema, scope Ledger (Quote Prep Assistant), and write a fixed build quote. It is the only route to a defensible price, because the effort to clean and structure operational data varies widely.

Does the Quote Prep Assistant send quotes automatically?

No. Ledger produces a draft that your team reviews and approves before it is sent to any customer. Approval-first is a firm operating rule. Ledger prepares the work; a human sends it.

Paid scoping engagement

Book a Context Audit.

We map your sources, propose a schema, scope Ledger (Quote Prep Assistant), and produce a fixed build quote. That is the whole audit.

Book a Context Audit