What We Can Do | The Graphite Lab

PDF Generator

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

Appointment Reminder SMS

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

Document QA with Citation

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

Call Script Grader

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

Day-of Information Page

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

Appointment Reminder Page

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

Elevation Lookup

Returns elevation in meters for one or more coordinates.

Add to Calendar Button

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

Call Performance Scorecard

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

Coaching Insight Generator

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

Cancellation Alert SMS

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

Citation Consistency Checker

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

Code Change Risk Scorer

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

Email Drafter

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

Postcode Lookup

Returns location and boundary data for a postal code.

Phone Number Validation

Validates a phone number and returns it in standardized format.

Promotion SMS

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

Multi-Stop Route Optimization

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

Color Palette Extractor

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

New Lead Notification Email

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

Page SEO Audit

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

Contract Signing Page

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

Document Routing Classifier

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

Customer Intake Page

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

PII Detector

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

AR Outreach Review Queue

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

Payment Received SMS

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

Page Content Fetch

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

Backlink Sampler

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

Product Catalog Deduplicator

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

Photo and Text Corroboration Check

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

Business Contact Enricher

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

News and Mentions Search

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

Catalog Mapping Resolver

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

Referral Request Page

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

Appointment Confirmation SMS

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

Call Transcriber

Transcribes a recorded phone call into speaker-labeled text.

Anomaly Detector

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

Event Portal

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

Reachability Zone Generator

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

Payment Receipt Email

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

Change Diff Summarizer

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

Search Query Expander

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

Transcript to Work Order Seed

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

Video Transcriber

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

Unit Harmonizer

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

Changelog Entry Generator

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

Competitor Mapper

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

Travel Time Matrix

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

Contact Card Generator

Builds a shareable vCard from a set of contact fields.

Daily Weather Forecast

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

Taxonomy Mapper

Maps an external category label onto an internal taxonomy.

Single Option Selector

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

Meeting Transcriber

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

Test Case Generator

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

Skill Extractor

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

Call Quality Scorer

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

Appointment Reminder Email

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

Service Agreement Renewal Email

A renewal-prompt email for an expiring service agreement.

Collection Escalation Email

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

Escalation Router

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

Structured Page Extract

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

Image Evaluator

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

Work Order Presentation Page

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

Review Request SMS

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

Content Policy Screener

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

Web-Grounded Q&A

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

Contract Clause Extractor

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

Template Matcher

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

Hourly Weather Forecast

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

Follow-Up Drafter

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

Schedule Weather Risk Scan

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

Job Posting Search

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

Voicemail Transcriber

Turns a voicemail recording into a clean text transcript.

Review Sentiment Scan

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

Podcast Transcriber

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

Web Search

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

Current Weather Conditions

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

Multi-Source Summarizer

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

Pricing Rules Engine

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

Job Completion Summary Page

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

Reference Catalog Lookup

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

Severe Weather Alerts

Returns active government-issued weather alerts for a location.

Compliance Flag Tagger

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

Payment Overdue Email

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

Risk Factor Tagger

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

Document Image Classifier

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

Resume Parser

Normalizes resumes into a consistent candidate record.

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.

Zoning Classification Lookup

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

Address to Coordinates Lookup

Geocodes a text address into latitude and longitude.

Search-then-Extract Chain

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

Field Recording Transcriber

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

Tech Assignment Email

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

RFP Response Scorer

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

Property Owner Lookup

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

GPS Trace to Road Snap

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

Technician Bio Page

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

Meeting Summarizer

Turns a meeting transcript into a summary worth actually reading.

Material Price Tracker

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

Address Normalizer

Parses a freetext address into clean, structured fields.

Phone Number Fraud Signals

Returns risk and identity signals for a phone number.

Text Translator

Translates a block of text into a target language.

PDF Form Filler

Populates a fillable PDF using a structured data payload.

Tech ETA SMS

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

Content Gap Analyzer

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

Phone Line Type Check

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

LLM Prompt Builder

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

Permit & Documentation Page

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

Date and Time Parser

Resolves ambiguous date expressions into structured datetime records.

Administrative Boundary Lookup

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

Job Site Photo Evaluator

Evaluates job site photos against visual completion criteria.

Appointment Confirmation Email

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

IP Address Geolocation

Returns an approximate location for an IP address.

Speaker Summary

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

Event Invitation Page

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

Thread Summarizer

Condenses an email or message thread into what actually matters.

Payment Request Page

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

Estimate Presentation Page

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

Promotion Email

A promotional email carrying a specific offer or seasonal campaign.

Historical Weather Lookup

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

Service Intent Classifier

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

Scheduling Optimizer Input Prep

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

Booking Dashboard

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

Email-to-Work-Order

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

Coordinates to Address Lookup

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

Self-Service Booking Page

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

Referral Request Email

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

Service Area Validator

Checks whether an address sits inside a defined service area.

Onboarding Readiness Check

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

Permit Fee Lookup

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

Multi Option Selector

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

Priority Ranker

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

Background Remover

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

Field Work Suitability Check

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

Competitor Mention Detector

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

Form Field Completeness and Content Evaluator

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

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.

Job Completion Report Email

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

Local Business Finder

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

Social Post Image Generator

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

Pricing Recommendation

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

Quote Approval Gate

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

Estimate Builder

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

Rejection Reason Classifier

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

Invoice Parser

Pulls structured billing data out of any invoice format.

Past-Due Invoice Brief Composer

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

Job Complexity Classifier

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

Payment Overdue SMS

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

Subcontractor Finder

Finds licensed subcontractors for a trade in a specified area.

Top-Ranking Page Analyzer

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

Excalidraw Diagram Generator

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

Entity Extractor

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

Lead Intent Classifier

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

Form Submission Field Extractor

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

Maintenance Reminder Page

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

Welcome SMS

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

Estimate Approval Confirmation Email

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

Equipment Condition Scorer

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

Proposal Comparison Page

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

Estimate Ready SMS

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

Local Pack Analyzer

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

Receipt to Expense Record

Converts a receipt into a categorized expense entry.

Labor Rate Benchmarker

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

Natural Language Weather Query

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

Image Generator

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

SQL Query Generator

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

Geo-Targeted Web Search

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

Pricing Intel Scraper

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

Form Validation Rule Generator

Produces field-level validation rules from a form schema.

Review Request Email

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

Estimate Email

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

Review Request Page

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

Language Detector

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

Inventory Reorder Recommender

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

Job Ticket Extractor

Turns technician notes into a structured job record.

Property Permit History

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

Place Details Lookup

Returns structured details for a specific place.

Invoice Email

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

Licensing Requirement Finder

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

Image Tagger

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

Route Calculation

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

Pass/Fail Evaluator

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

Sentiment and Topic Tagger

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

Invoice Ready SMS

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

SERP Rank Checker

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

Onboarding Form Auto-Fill

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

Support Ticket Triage

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

Nearby Places Search

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

Welcome Email

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

Data Quality Checker

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

Job Complete SMS

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

Meeting Transcript to Action Items

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

So, what can we actually do?