What We Can Do | The Graphite Lab

Image Generator

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

Event Invitation Page

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

Competitor Mapper

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

Scheduling Optimizer Input Prep

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

Meeting Transcript to Action Items

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

News and Mentions Search

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

Receipt to Expense Record

Converts a receipt into a categorized expense entry.

Multi Option Selector

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

Multi-Source Summarizer

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

Reference Catalog Lookup

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

Promotion Email

A promotional email carrying a specific offer or seasonal campaign.

Pass/Fail Evaluator

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

Page Content Fetch

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

Permit & Documentation Page

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

Resume Parser

Normalizes resumes into a consistent candidate record.

Permit Fee Lookup

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

Payment Receipt Email

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

Content Gap Analyzer

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

Call Performance Scorecard

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

Local Business Finder

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

Pricing Intel Scraper

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

Proposal Comparison Page

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

Phone Number Validation

Validates a phone number and returns it in standardized format.

Review Request Email

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

Product Catalog Deduplicator

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

Sentiment and Topic Tagger

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

Material Price Tracker

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

Property Owner Lookup

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

New Lead Notification Email

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

Onboarding Form Auto-Fill

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

Severe Weather Alerts

Returns active government-issued weather alerts for a location.

Service Intent Classifier

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

Subcontractor Finder

Finds licensed subcontractors for a trade in a specified area.

Unit Harmonizer

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

Business Contact Enricher

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

Payment Request Page

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

Language Detector

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

Top-Ranking Page Analyzer

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

Taxonomy Mapper

Maps an external category label onto an internal taxonomy.

Contract Signing Page

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

Review Request Page

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

Search-then-Extract Chain

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

Text Translator

Translates a block of text into a target language.

Service Area Validator

Checks whether an address sits inside a defined service area.

Quote Approval Gate

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

Compliance Flag Tagger

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

Video Transcriber

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

Structured Page Extract

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

Equipment Condition Scorer

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

Priority Ranker

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

Social Post Image Generator

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

Job Complexity Classifier

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

Citation Consistency Checker

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

Catalog Mapping Resolver

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

Data Quality Checker

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

Promotion SMS

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

Review Request SMS

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

Invoice Ready SMS

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

Form Field Completeness and Content Evaluator

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

Rejection Reason Classifier

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

Call Quality Scorer

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

Collection Escalation Email

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

Photo and Text Corroboration Check

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

Invoice Email

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

Natural Language Weather Query

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

Elevation Lookup

Returns elevation in meters for one or more coordinates.

Email Drafter

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

Entity Extractor

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

Call Transcriber

Transcribes a recorded phone call into speaker-labeled text.

Support Ticket Triage

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

Date and Time Parser

Resolves ambiguous date expressions into structured datetime records.

Job Posting Search

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

Lead Intent Classifier

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

Phone Line Type Check

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

Day-of Information Page

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

Follow-Up Drafter

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

Thread Summarizer

Condenses an email or message thread into what actually matters.

Field Work Suitability Check

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

Contract Clause Extractor

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

Backlink Sampler

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

Technician Bio Page

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

Service Agreement Renewal Email

A renewal-prompt email for an expiring service agreement.

Web-Grounded Q&A

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

Skill Extractor

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

Estimate Builder

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

Booking Dashboard

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

Inventory Reorder Recommender

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

Referral Request Page

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

Estimate Presentation Page

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

Place Details Lookup

Returns structured details for a specific place.

Payment Overdue SMS

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

Past-Due Invoice Brief Composer

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

Self-Service Booking Page

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

Address to Coordinates Lookup

Geocodes a text address into latitude and longitude.

Reachability Zone Generator

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

Multi-Stop Route Optimization

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

Job Complete SMS

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

Welcome Email

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

Meeting Transcriber

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

Voicemail Transcriber

Turns a voicemail recording into a clean text transcript.

Estimate Approval Confirmation Email

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

Review Sentiment Scan

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

Transcript to Work Order Seed

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

PII Detector

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

Historical Weather Lookup

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

Address Normalizer

Parses a freetext address into clean, structured fields.

Job Site Photo Evaluator

Evaluates job site photos against visual completion criteria.

Color Palette Extractor

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

Job Completion Summary Page

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

GPS Trace to Road Snap

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

RFP Response Scorer

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

Geo-Targeted Web Search

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

Cancellation Alert SMS

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

Form Validation Rule Generator

Produces field-level validation rules from a form schema.

SERP Rank Checker

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

Coaching Insight Generator

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

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.

Appointment Confirmation Email

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

Podcast Transcriber

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

Licensing Requirement Finder

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

Changelog Entry Generator

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

Pricing Rules Engine

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

Template Matcher

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

Field Recording Transcriber

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

Competitor Mention Detector

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

Email-to-Work-Order

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

Travel Time Matrix

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

Document Image Classifier

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

Page SEO Audit

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

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.

Change Diff Summarizer

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

Coordinates to Address Lookup

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

Contact Card Generator

Builds a shareable vCard from a set of contact fields.

Risk Factor Tagger

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

Work Order Presentation Page

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

Code Change Risk Scorer

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

Estimate Ready SMS

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

IP Address Geolocation

Returns an approximate location for an IP address.

Payment Overdue Email

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

Labor Rate Benchmarker

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

Onboarding Readiness Check

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

Document QA with Citation

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

Payment Received SMS

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

Document Routing Classifier

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

Job Completion Report Email

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

Image Evaluator

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

LLM Prompt Builder

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

Web Search

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

Tech ETA SMS

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

AR Outreach Review Queue

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

Welcome SMS

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

Content Policy Screener

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

Search Query Expander

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

Form Submission Field Extractor

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

Phone Number Fraud Signals

Returns risk and identity signals for a phone number.

Test Case Generator

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

Administrative Boundary Lookup

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

Current Weather Conditions

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

Daily Weather Forecast

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

Tech Assignment Email

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

Nearby Places Search

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

Appointment Reminder Email

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

Route Calculation

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

Event Portal

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

Maintenance Reminder Page

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

Customer Intake Page

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

PDF Form Filler

Populates a fillable PDF using a structured data payload.

Hourly Weather Forecast

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

Pricing Recommendation

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

Property Permit History

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

PDF Generator

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

Referral Request Email

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

Invoice Parser

Pulls structured billing data out of any invoice format.

Add to Calendar Button

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

Zoning Classification Lookup

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

Appointment Reminder SMS

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

Anomaly Detector

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

Call Script Grader

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

Job Ticket Extractor

Turns technician notes into a structured job record.

Meeting Summarizer

Turns a meeting transcript into a summary worth actually reading.

Escalation Router

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

Image Tagger

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

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.

Speaker Summary

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

Schedule Weather Risk Scan

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

SQL Query Generator

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

Excalidraw Diagram Generator

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

Postcode Lookup

Returns location and boundary data for a postal code.

Estimate Email

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

Local Pack Analyzer

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

Background Remover

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

Single Option Selector

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

So, what can we actually do?