Calibre Pacific


AI Automation for Solar & BESS Installers

Grow Installs, Not Office Headcount

AI automation for solar installers that answers enquiries, follows up quotes and clears STC paperwork, so you install more and do less admin.

We Give You
  1. 01Clarity on Where We Can Create Value
  2. 02A Quantified Business Case
  3. 03A Practical Path to Implementation
02
The reframe

Your Install Capacity Is Set in the Office, Not on the Roof


Most solar and battery installers assume growth is capped by leads or crews. In practice, it’s capped by the office, because every install drags the same chain behind it: quote, follow-up, network approval, scheduling, customer updates and STC evidence. Double the installs and you double the chain.

The battery boom made this urgent. More than 500,000 batteries were installed under the Cheaper Home Batteries Program by August 2026, and accredited installers doubled to 8,846 (Prime Minister of Australia, 14 August 2026). Every one of those installs created a quote, a network application and an STC claim for an office to process.

Demand isn’t the constraint. Response speed and paperwork are.

03
The category

What Is AI Automation for Solar Installers?


AI automation for solar installers is the use of AI agents and workflow automation to run the repeatable admin around each install: enquiry replies, quote follow-up, scheduling, customer updates and STC paperwork. Staff approve the exceptions.

The core answer: automate the steps that repeat on every job, and keep people on site assessments, design and customer decisions.

Four approaches fit, depending on volume.

Approach
Best when
Watch out for
01Hire more admin staff
Volume is steady and the process is still changing
Cost grows with every install; seasonal spikes leave you over- or under-staffed
02Your solar CRM’s built-in automations
Under roughly 50 quotes a month and simple reminder sequences
Rules break on exceptions; nothing reads documents or photos
03DIY with Zapier, Make or n8n
Someone in-house owns it and the steps are fixed
Per-task fees climb at volume; it stops when that person leaves
04AI agents scoped to one process
High volume, judgement-light work with clear exceptions
Needs clean inputs and a human approval step

Who builds and runs option 04? Calibre Pacific designs, builds and runs the agents with your team, so the work doesn’t stop when one person leaves.

Rules-based follow-up across your CRM and inbox is covered by AI sales automation. Selling rather than installing? See AI for Solar & BESS Retailers.

04
Commercial value

What AI for Solar Installers Changes in the Numbers


Convert more quotes. Get paid faster on STCs. Install more with the same office.

01 / 04

Enquiry and quote follow-up agents.


Agents now reply to enquiries in minutes, qualify roof, bill and battery interest, and chase unsigned quotes. Firms that contact an online lead within an hour are nearly seven times more likely to qualify it than those that wait longer (Harvard Business Review, 2011). Metric: time to first response and quote-to-sale rate. On our roadmap: voice agents that answer after-hours calls and book the site visit.

02 / 04

Battery offers to past customers.


Your past solar customers are your warmest battery market. Agents can identify likely candidates from the job record and send a tailored battery offer, handing interested replies to a salesperson. This is a revenue play, not an admin one, and we test it against your own customer base before scaling it. Metric: battery attach rate on past customers.

03 / 04

STC evidence checking.


Agents can check that install photos carry the date, time and geolocation the Clean Energy Regulator requires, and that serial numbers match before you lodge (Clean Energy Regulator). Metric: fewer failed claims and fewer days to cash. On our roadmap: claims pre-filled from the job record.

04 / 04

Install scheduling agents.


Agents match crews, stock and network approvals, then confirm dates with customers. Metric: installs per admin hour. On our roadmap: rescheduling around weather without a phone call.

Illustrative example (assumptions labelled)

120 installs a month × 3.5 admin hours each = 420 hours. Automating 40% of that work returns about 168 hours, roughly one full-time admin role, as capacity without hiring.

The 3.5 hours and 40% are assumptions. When we map your chain, we replace them with your own figures.

The revenue side works the same way. If faster follow-up converts two more quotes a month, multiply that by your average system value. We size it from your numbers.

Cost depends on the number of systems connected, monthly task volume and how many exceptions need human review. Ask us to size yours.

The Real Return Isn't Fewer Admin Hours. It's More Signed Quotes and Faster STC Cash.

Every engagement starts with a baseline: response time, quote-to-sale rate, admin hours per install and days to STC cash. We agree the one number to move before we build anything.

  • Revenue, quote conversion: faster first response and consistent follow-up on unsigned quotes. Measured by speed to first response and quote-to-sale rate.
  • Revenue, installed-base upsell: battery offers to past solar customers. Measured by battery attach rate on past customers.
  • Working capital: STC evidence right first time, lodged sooner. Measured by days from install to STC cash and failed-claim rate.
  • Capacity released: admin hours per install returned to the business. Measured by installs per admin hour.
  • Risk reduction: missing photos, serial mismatches and the 12-month STC window caught early. Measured by claims rejected or at risk.
05
Our method

The Install-to-Cash Diagnostic


Every engagement starts here.

Map

Step 1: Map the chain

We trace every step from enquiry to STC claim.

DeliverableA process map with admin hours per install.
Score

Step 2: Score each step

Each step is rated on value, feasibility and data readiness. Decision: the first process to automate.

DeliverableA scored shortlist.
Design

Step 3: Redesign before automating

We remove duplicate handoffs and set the one number to move.

DeliverableThe redesigned workflow and its baseline.
Build

Step 4: Build with guardrails

Agents run inside your CRM and inbox, with approvals and an audit trail. Agents start supervised. Staff approve outputs until accuracy is proven, and autonomy widens only after measured performance.

DeliverableA live agent and an exception queue.
Monthly

Step 5: Measure and extend

Monthly reviews track the number after go-live. We manage and optimise the agents in production, or hand them over with documentation: your choice. Exceptions are reviewed by your team, our specialists, or both.

DeliverableThe next-process roadmap.
06
Risks and hidden costs

Solar Installer Automation: Five Mistakes That Cost More Than They Save


  1. Automating a broken quote process. You send bad quotes faster. Redesign first with process optimisation, then automate what remains.
  2. Ignoring exception handling. Network knock-backs and missing photos still land on someone’s desk. Budget staff review time, a hidden cost no quote shows.
  3. Pricing DIY tools at today’s volume. Per-task fees double when installs do. Model fees at peak volume.
  4. Buying the “agent” label. Gartner predicts over 40% of agentic AI projects will be cancelled by the end of 2027 over cost, unclear value and weak risk controls (Gartner, June 2025). Tie every agent to one number.
  5. Selling past your paperwork. STCs must be created within 12 months of installation. Track evidence from day one, with AI document automation if the volume calls for it.

Talk to us about your admin chain.

07
Use cases

Which Tasks Can a Solar Installer Automate?


Every stage from enquiry to STC claim has work that repeats on every job.

Acquire: enquiries and quotes

Instant enquiry response and solar quote follow-up automation with AI sales agents.

MetricTime to first response and quote-to-sale rate.

Acquire: battery offers

Battery offers to past solar customers, a direct use of AI for battery installers.

MetricBattery attach rate on past customers.

Streamline: STC and network paperwork

STC paperwork automation and network connection applications with AI back-office agents.

MetricDays from install to STC cash and failed-claim rate.

Deliver: install-day updates

Install-day updates and “when’s my install?” answers with AI customer service agents.

Metric“When’s my install?” calls per job.

Scale: crews and stock

Crew and stock scheduling.

MetricInstalls per admin hour.

08
Why Calibre Pacific

Most Installer Automation Fails Between the Quote and the STC Claim


Building an agent is the easy part. Making it work across your install chain is the job. We bring three things together in one team: commercial judgement, practical build and accountability for the result.

Commercial judgement

We map your install-to-cash chain, from enquiry and quote to network approval, install day, STC claim and payment, and find the step that caps your installs.

DeliverableThe capacity-limiting step, a business case and one number to move.

Practical build

We redesign that step, then build agents inside your CRM, quoting tool and inbox. Staff approve exceptions, and every action is logged.

DeliverableA working agent in production, inside the tools your office already uses.

Performance accountability

We manage and tune the agents after go-live and report against the baseline each month, or hand them over with documentation. Your choice.

DeliverableA monthly report and the next step in your install-to-cash roadmap.

Four Ways Installers Approach AI Automation

How installers buy AI automation
The problem with this
Calibre Pacific’s approach
01Turn on the AI in your CRM or quoting software
It speeds up one screen. The delay usually sits between systems: network approvals, crew schedules, STC evidence.
Start with the install chain. We find the step that caps installs, then choose the technology that clears it.
02Hire a consultant to recommend what to automate
You get a report. Your office still has to build it in the middle of a busy install season.
Diagnosis through to a running agent. We map, redesign, build and run, so nothing stalls between the plan and the office.
03Hire an in-house developer or ops tech
One person rarely covers CRM integration, AI agents and STC evidence rules, and the work stops when they leave.
A full team, sized to the job. Commercial, workflow and AI skills in one engagement, without adding permanent headcount.
04Use a freelancer or offshore build team
They build to spec. Nobody checks whether the spec matches STC evidence rules, or whether faster quotes turn into more installs.
Accountable for the number. We agree the result before the build, such as quote-to-sign rate or days to STC cash, then report against it.

What This Means in Practice

01 / 04

One process, one number


We don’t automate a task because it is repetitive. We target the step that limits installs or delays cash, and design around the number that needs to move.

02 / 04

Human-in-the-loop


Agents run alongside your office first, with staff approving every exception and every action logged. If automation isn’t the right answer, we’ll tell you.

03 / 04

Built for the energy chain


Quotes, network approvals, crews, stock and STC evidence, not a generic template. Your CRM and inbox stay; we build into the way your office already works. Our energy work also covers retailers, EPCs and O&M.

04 / 04

We stay after go-live


We manage and tune the agents in production and keep them current as rebate and network rules change, reporting against the result you agreed.

09
FAQs

Questions Solar & Battery Installers Ask


01How can solar installers use AI?

Solar installers use AI to run the repeatable admin around each job: enquiry replies, quote follow-up, scheduling, customer updates and STC evidence checks. Staff keep design and customer decisions.

02Can AI follow up solar quotes?

Yes. An AI agent can chase unsigned quotes by SMS and email, answer common battery and rebate questions, and hand warm replies to a salesperson with the conversation attached.

03How can solar installers reduce admin?

Map the admin each install creates, remove duplicate steps, then automate what repeats. Most of the hours sit in follow-up, scheduling and compliance paperwork.

04How much does AI automation cost for a solar business?

Cost depends on systems connected, monthly task volume and the share of exceptions that need human review. We size cost on the first call from your install volume and systems, and quote a fixed price for the Diagnostic.

05Will automation replace my admin staff?

No. It removes repetitive work so the same team handles more installs and spends its time on exceptions and customers.

06Who runs the agents after go-live?

You choose. We manage and optimise the agents in production, or hand them over to your team with documentation. Either way, exceptions are reviewed by a person, and monthly reviews track the number we agreed to move.

07What happens when an agent gets something wrong?

Agents start supervised, so staff approve outputs until accuracy is proven. Anything the agent is unsure of goes to an exception queue for a person to review, and every action is logged, so errors are caught and traced before they reach a customer or a claim.

08Does it work with my solar CRM?

Usually, yes. Agents run inside the CRM and inbox you already use. When we map your chain, we confirm how your CRM connects before you commit to a build.

Still have a question? Ask us on a Discovery Call.

Book a Discovery Call
10
Get started

Find the Step That Caps Your Installs.


On the first call we walk through your enquiry-to-STC chain, name the step costing you the most hours, and agree one process worth automating first and the number it should move.

We Give You
  1. 01Clarity on Where We Can Create Value
  2. 02A Quantified Business Case
  3. 03A Practical Path to Implementation
  • A Focus on Your Commercial Opportunity
  • A Confidential, No-Obligation Conversation
  • We Reply Within One Business Day
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