What We Can Do | The Graphite Lab

Schedule Weather Risk Scan

Reviews a set of scheduled jobs and flags those with weather exposure in the forecast window.

Change Diff Summarizer

Compares two versions of a document and explains what actually changed.

Event Portal

A live hub page for an ongoing or upcoming event, holding schedule, location, contacts, and documents.

Background Remover

Removes the background from an image and returns a clean cutout.

Code Change Risk Scorer

Reads a code diff and returns a structured risk profile for the change.

Appointment Confirmation Email

A confirmation email for a scheduled appointment, with full job and visit details.

Job Completion Summary Page

A customer-facing page summarizing what was done, what was installed, and what comes next.

Customer Intake Page

A customer-facing page collecting site and access details before a job begins.

Document Routing Classifier

Reads a document and returns a routing decision: type, destination, and confidence.

Service Area Validator

Checks whether an address sits inside a defined service area.

LLM Prompt Builder

Composes a structured LLM prompt from a goal statement and supporting context.

Tech ETA SMS

A text message letting a customer know a technician is on the way and when to expect them.

Historical Weather Lookup

Returns recorded weather conditions for a location on a past date.

Payment Overdue SMS

A text message notifying a customer that a payment is past due.

Review Request Email

A review-request email for a customer with a completed job, asking for feedback.

Date and Time Parser

Resolves ambiguous date expressions into structured datetime records.

Review Sentiment Scan

Pulls reviews for a business across the web and returns a structured sentiment summary.

Email-to-Work-Order

Reads a customer email and pulls out the fields a work order needs.

Estimate Builder

Builds a line-item estimate draft from a written job description.

Catalog Mapping Resolver

Drafts a candidate mapping from an unmapped item to a reference catalog, with ranked matches and a confidence score.

Job Posting Search

Searches active job postings for a company and returns a structured hiring snapshot.

Severe Weather Alerts

Returns active government-issued weather alerts for a location.

SQL Query Generator

Generates a runnable SQL query from a plain-language question and a schema.

Entity Extractor

Pulls named entities out of unstructured text and labels each one by type.

Past-Due Invoice Brief Composer

Composes a structured outreach brief from a past-due invoice context document.

Booking Dashboard

A dashboard that lists bookings with row-level actions to confirm, reschedule, cancel, or re-route.

Payment Receipt Email

A receipt email for a received payment, with the amount and invoice details.

Job Ticket Extractor

Turns technician notes into a structured job record.

Property Owner Lookup

Searches public records to find the owner of a property by address.

Equipment Condition Scorer

Evaluates a photo of equipment and returns a condition rating with observed issues.

Add to Calendar Button

Generates a one-click calendar-save button from event details.

Meeting Transcript to Action Items

Pulls decisions, tasks, and blockers out of a meeting transcript.

Page SEO Audit

Audits a URL's on-page SEO signals against current best practices.

Compliance Flag Tagger

Tags a document with every applicable compliance concern from a defined list.

RFP Response Scorer

Scores an RFP's requirements against a capability list and returns a fit assessment.

Address Normalizer

Parses a freetext address into clean, structured fields.

Inventory Reorder Recommender

Reads usage history and lead times and recommends what to reorder, how much, and how urgently.

Invoice Email

A delivery email for a customer invoice, with payment details and a way to pay.

Template Matcher

Selects the best-fit template from a library based on content.

Form Field Completeness and Content Evaluator

Checks a form submission for completeness and tags the content of each filled field.

Phone Line Type Check

Classifies a phone number as mobile, landline, VoIP, toll-free, or other.

Appointment Confirmation SMS

A text message confirming a scheduled appointment with the date, time, and job details.

Appointment Reminder Page

A customer-facing page showing upcoming job details with options to confirm or reschedule.

Property Permit History

Searches public records for the permit history on a property address.

Phone Number Fraud Signals

Returns risk and identity signals for a phone number.

Address to Coordinates Lookup

Geocodes a text address into latitude and longitude.

Administrative Boundary Lookup

Returns the administrative regions a location belongs to, or the sub-regions inside one.

Pricing Recommendation

Recommends a price range from job parameters and market rate context.

AR Outreach Review Queue

A dashboard listing queued past-due outreach drafts, with row-level review, edit, approve, send, and skip actions.

Coordinates to Address Lookup

Reverse-geocodes a latitude and longitude pair into a readable address.

Route Calculation

Calculates a driving, walking, or cycling route between waypoints.

Language Detector

Identifies the language of a piece of text and returns a confidence score.

News and Mentions Search

Searches recent news and web mentions for a company or person and returns a summarized snapshot.

Welcome Email

A welcome email for a new customer, giving them what they need to get started.

Material Price Tracker

Searches current web sources for pricing on a material or product in a market.

Estimate Email

A delivery email for a prepared estimate, set up for the customer to review and approve.

Multi Option Selector

Tags content with every applicable option from a defined list, with reasoning per match.

Phone Number Validation

Validates a phone number and returns it in standardized format.

Natural Language Weather Query

Answers plain-language questions about weather at any location and time.

Referral Request Page

A customer-facing page that invites a referral and collects a contact to follow up with.

Onboarding Form Auto-Fill

Maps an employee data record onto a target system's field schema.

Field Work Suitability Check

Assesses whether weather conditions are suitable for a specific type of outdoor work.

Call Script Grader

Compares a call transcript against a script or checklist and grades adherence step by step.

Multi-Source Summarizer

Searches a topic across multiple sources and returns a single synthesized summary.

Lead Intent Classifier

Scores a lead's buying intent from CRM notes, emails, and call summaries.

Web Search

Runs a query against the open web and returns ranked results.

PDF Generator

Renders a print-ready PDF from a template and a content payload.

SERP Rank Checker

Returns a domain's rank position for a keyword, with optional geo-targeting.

Local Pack Analyzer

Returns the businesses appearing in a geo-targeted local pack and their key signals.

Chem Capture Approval Queue

A dashboard listing chem-usage captures whose pricing landed in a review state, with row-level accept, edit, reject, and bulk-accept actions.

Maintenance Reminder Page

A customer-facing page surfacing upcoming or overdue maintenance with a path to schedule.

Reference Catalog Lookup

Matches an identifier against a supplied catalog and returns the matched entry, or a no-match signal.

Meeting Summarizer

Turns a meeting transcript into a summary worth actually reading.

Nearby Places Search

Finds points of interest near a location, filtered by category.

IP Address Geolocation

Returns an approximate location for an IP address.

Job Site Photo Evaluator

Evaluates job site photos against visual completion criteria.

Daily Weather Forecast

Returns a day-by-day weather forecast for up to 8 days at a location.

New Lead Notification Email

An internal notification email for staff about a new lead, with contact info and intake context.

Payment Overdue Email

A past-due notice for a customer payment, prompting them to pay.

Skill Extractor

Tags a job description or resume with every applicable skill from a defined taxonomy.

Document Image Classifier

Identifies what type of document appears in a photo before processing.

Quote Approval Gate

Evaluates a quote against a defined rule set and returns a pass or fail with rule-level reasons.

Proposal Comparison Page

A customer-facing page presenting tiered service options side by side for comparison.

Onboarding Readiness Check

Evaluates a new account or employee record against defined readiness criteria.

Receipt to Expense Record

Converts a receipt into a categorized expense entry.

Competitor Mention Detector

Finds every competitor reference in a batch of text and returns context and sentiment.

Competitor Mapper

Finds businesses offering a specified service in a market and returns them as a structured list.

Estimate Presentation Page

A customer-facing page displaying a service estimate with accept and decline actions.

Travel Time Matrix

Returns travel times and distances for every pairing of origins and destinations.

Meeting Transcriber

Transcribes a recorded meeting into a complete, speaker-labeled transcript.

Citation Consistency Checker

Cross-checks a business's name, address, and phone across directory citations.

Excalidraw Diagram Generator

Renders an Excalidraw diagram from a plain-language description or a structured spec.

Review Request Page

A customer-facing page that collects a rating and routes to a public review or internal feedback form.

Service Intent Classifier

Reads a free-text service description and matches it to a defined service from a list.

Multi-Stop Route Optimization

Solves a vehicle routing problem across multiple agents, stops, and constraints.

Self-Service Booking Page

A page that walks a customer through booking an appointment from live availability.

Pricing Intel Scraper

Synthesizes a current price range for a service or product in a market from web sources.

Held Capture Reminder Email

An internal notice listing captures sitting in an approval queue, with the flags holding each one and a link to resolve.

Data Quality Checker

Evaluates a record against defined completeness and format rules, field by field.

Priority Ranker

Ranks a list of items against defined scoring criteria and returns an ordered queue with reasoning.

Risk Factor Tagger

Tags a record with every applicable risk factor from a defined list.

Image Tagger

Applies structured tags to an image from a defined tag set.

Top-Ranking Page Analyzer

Analyzes the top-ranking pages for a keyword and surfaces shared patterns.

Resume Parser

Normalizes resumes into a consistent candidate record.

Escalation Router

Reads a support ticket and customer history and returns a structured escalation decision.

Color Palette Extractor

Pulls the dominant colors out of an image and returns them as usable values.

Sentiment and Topic Tagger

Labels a review or message with overall sentiment, topic tags, and a representative phrase.

Permit & Documentation Page

A page presenting permit status, inspection results, and job documentation for a completed project.

Estimate Ready SMS

A text message letting a customer know their estimate is ready to view.

Text Translator

Translates a block of text into a target language.

Job Completion Report Email

A summary email for completed work on a job, with what was done and the condition at close.

Test Case Generator

Generates a structured test suite from a function signature and its description.

Subcontractor Finder

Finds licensed subcontractors for a trade in a specified area.

Web-Grounded Q&A

Answers a plain-language question using live web search results as the source.

Hourly Weather Forecast

Returns hour-by-hour weather conditions for the next 48 hours at a location.

Permit Fee Lookup

Looks up permit fees for a work type in a given jurisdiction.

Video Transcriber

Extracts and transcribes spoken audio from a video file with timestamps.

Estimate Approval Confirmation Email

A confirmation email for an approved estimate, outlining what happens next.

PII Detector

Finds personally identifiable information in a block of text and reports each occurrence.

Form Submission Field Extractor

Pulls field values out of a form submission into a structured record matching a target schema.

Zoning Classification Lookup

Finds the zoning designation and allowed uses for a property address.

Content Policy Screener

Checks submitted content against a defined policy rule set and returns a structured screening result.

Licensing Requirement Finder

Finds the license requirements for a trade or scope of work in a given jurisdiction.

Transcript to Work Order Seed

Extracts work-order fields from a call or voicemail transcript and returns a pre-populated payload.

Backlink Sampler

Samples pages on the indexed web that link to a domain or URL.

Support Ticket Triage

Reads a support ticket and returns category, severity, affected product, and a suggested KB match.

Follow-Up Drafter

Turns a meeting transcript into a ready-to-send follow-up message.

Anomaly Detector

Surfaces rows in a structured dataset that fall outside expected patterns, each with a reason.

Appointment Reminder Email

A reminder email for an upcoming appointment, with the key details a customer needs.

Cancellation Alert SMS

A text message notifying a customer that a scheduled appointment has been cancelled.

Content Gap Analyzer

Compares a page against top-ranking competitors and surfaces missing topics.

Payment Request Page

A customer-facing page presenting a balance due with a payment action.

Current Weather Conditions

Returns real-time weather conditions for any location on earth.

Social Post Image Generator

Renders a sized, on-brand social post image from copy and brand parameters.

Speaker Summary

Breaks a transcript down by who said what and what each person contributed.

Contract Signing Page

A customer-facing page presenting a contract for review and signature.

Appointment Reminder SMS

A text message reminding a customer of an upcoming appointment before it happens.

Local Business Finder

Finds businesses of a given type in a location and returns structured contact and category data.

Call Performance Scorecard

An internal page displaying evaluated call metrics and coaching notes against a specific call.

Invoice Parser

Pulls structured billing data out of any invoice format.

Call Quality Scorer

Scores a call transcript against a defined quality rubric, dimension by dimension.

Page Content Fetch

Pulls a URL's main content as clean readable text.

Voicemail Transcriber

Turns a voicemail recording into a clean text transcript.

Geo-Targeted Web Search

Runs a web search scoped to a specific city, region, or ZIP code.

Reachability Zone Generator

Calculates the area reachable from a point within a travel-time or distance budget.

Field Recording Transcriber

Transcribes single-speaker field audio (voice memos, walkaround recordings) into clean text.

Rejection Reason Classifier

Classifies a rejection by its most likely cause from a defined set of reasons.

Changelog Entry Generator

Writes a structured changelog entry from a code diff and a ticket description.

Image Evaluator

Evaluates an image against defined criteria and returns a structured assessment.

Contact Card Generator

Builds a shareable vCard from a set of contact fields.

Email Drafter

Drafts a ready-to-send email from a structured context payload.

Form Validation Rule Generator

Produces field-level validation rules from a form schema.

Labor Rate Benchmarker

Synthesizes a labor rate range for a trade in a market from job postings and wage sources.

Podcast Transcriber

Transcribes long-form, multi-speaker audio into a timestamped, speaker-labeled transcript.

GPS Trace to Road Snap

Aligns a raw GPS track to the nearest roads on the map network.

Coaching Insight Generator

Turns a transcript and a quality score into a structured coaching brief.

Document QA with Citation

Answers a question about a document and cites the supporting passages.

Pricing Rules Engine

Applies a rule set to a priced input and returns the final price with a trail of what each rule did.

Call Transcriber

Transcribes a recorded phone call into speaker-labeled text.

Job Complete SMS

A text message letting a customer know that a job has been finished.

Structured Page Extract

Extracts schema-defined fields from a URL's content.

Welcome SMS

A text message welcoming a new customer and giving them what they need to get started.

Taxonomy Mapper

Maps an external category label onto an internal taxonomy.

Payment Received SMS

A text confirmation sent to a customer when a payment has been processed.

Tech Assignment Email

An internal job-assignment email for a technician, with the details they need to show up prepared.

PDF Form Filler

Populates a fillable PDF using a structured data payload.

Event Invitation Page

A single-event page built to be shared with invitees, naming date, location, and the ask to respond.

Promotion SMS

A text message delivering a promotional offer or seasonal campaign to a customer.

Work Order Presentation Page

A structured page displaying work order details for customer or technician reference.

Search Query Expander

Expands a search query into synonyms, boolean variants, and suggested facets.

Promotion Email

A promotional email carrying a specific offer or seasonal campaign.

Image Generator

Generates an image from a text description and optional style parameters.

Invoice Ready SMS

A text message letting a customer know their invoice is ready, with a link to view and pay.

Pass/Fail Evaluator

Evaluates a submission against defined pass criteria and returns a binary verdict with reasons.

Business Contact Enricher

Looks up phone, email, website, and contacts for a business across web sources.

Search-then-Extract Chain

Searches for the right page, fetches it, and extracts structured data in a single step.

Unit Harmonizer

Converts a value with a unit into a target unit, with the conversion documented.

Photo and Text Corroboration Check

Evaluates whether a photo and a written description of the same thing match.

Review Request SMS

A text message asking a customer to leave a review after a completed job.

Place Details Lookup

Returns structured details for a specific place.

Referral Request Email

A referral-request email for a satisfied customer, asking them to refer someone they know.

Scheduling Optimizer Input Prep

Reads a job queue and technician availability and returns structured assignment recommendations.

Day-of Information Page

A customer-facing page with everything relevant to a service visit happening today.

Collection Escalation Email

A final written notice on an overdue account before it moves into collections.

Elevation Lookup

Returns elevation in meters for one or more coordinates.

Single Option Selector

Picks the single best-fit option from a defined list based on content.

Contract Clause Extractor

Surfaces key terms from a contract without reading the whole thing.

Technician Bio Page

A customer-facing page introducing the technician assigned to a specific job.

Postcode Lookup

Returns location and boundary data for a postal code.

Service Agreement Renewal Email

A renewal-prompt email for an expiring service agreement.

Product Catalog Deduplicator

Compares two product records and decides whether they describe the same item.

Job Complexity Classifier

Reads a job description and returns a structured complexity and requirement profile.

Thread Summarizer

Condenses an email or message thread into what actually matters.

So, what can we actually do?