What We Can Do | The Graphite Lab

Single Option Selector

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

Job Complete SMS

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

Coaching Insight Generator

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

Equipment Condition Scorer

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

Entity Extractor

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

Backlink Sampler

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

Job Completion Summary Page

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

Form Validation Rule Generator

Produces field-level validation rules from a form schema.

Event Portal

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

Job Posting Search

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

Nearby Places Search

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

News and Mentions Search

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

Current Weather Conditions

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

Pricing Recommendation

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

Administrative Boundary Lookup

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

Appointment Reminder SMS

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

Appointment Confirmation SMS

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

Past-Due Invoice Brief Composer

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

Proposal Comparison Page

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

Maintenance Reminder Page

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

Referral Request Page

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

Labor Rate Benchmarker

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

IP Address Geolocation

Returns an approximate location for an IP address.

Color Palette Extractor

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

Promotion SMS

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

Payment Receipt Email

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

Form Field Completeness and Content Evaluator

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

New Lead Notification Email

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

Multi-Stop Route Optimization

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

Material Price Tracker

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

Estimate Approval Confirmation Email

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

Property Permit History

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

Page Content Fetch

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

Image Evaluator

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

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.

Podcast Transcriber

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

Booking Dashboard

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

Payment Received SMS

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

Payment Overdue SMS

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

PDF Generator

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

Data Quality Checker

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

Competitor Mapper

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

Phone Number Fraud Signals

Returns risk and identity signals for a phone number.

Job Site Photo Evaluator

Evaluates job site photos against visual completion criteria.

Code Change Risk Scorer

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

Form Submission Field Extractor

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

Rejection Reason Classifier

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

Property Owner Lookup

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

Content Gap Analyzer

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

Email Drafter

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

Call Quality Scorer

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

Address Normalizer

Parses a freetext address into clean, structured fields.

Page SEO Audit

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

Resume Parser

Normalizes resumes into a consistent candidate record.

Lead Intent Classifier

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

LLM Prompt Builder

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

Referral Request Email

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

Multi Option Selector

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

Photo and Text Corroboration Check

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

Risk Factor Tagger

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

Phone Number Validation

Validates a phone number and returns it in standardized format.

Coordinates to Address Lookup

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

Review Request Email

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

Day-of Information Page

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

Tech ETA SMS

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

Product Catalog Deduplicator

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

Date and Time Parser

Resolves ambiguous date expressions into structured datetime records.

Taxonomy Mapper

Maps an external category label onto an internal taxonomy.

Email-to-Work-Order

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

Contact Card Generator

Builds a shareable vCard from a set of contact fields.

Appointment Confirmation Email

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

Change Diff Summarizer

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

RFP Response Scorer

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

Anomaly Detector

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

Review Request Page

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

Image Tagger

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

Job Ticket Extractor

Turns technician notes into a structured job record.

Permit Fee Lookup

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

Estimate Ready SMS

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

Quote Approval Gate

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

Invoice Parser

Pulls structured billing data out of any invoice format.

Appointment Reminder Email

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

Scheduling Optimizer Input Prep

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

Follow-Up Drafter

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

Historical Weather Lookup

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

Web-Grounded Q&A

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

Place Details Lookup

Returns structured details for a specific place.

Thread Summarizer

Condenses an email or message thread into what actually matters.

Pass/Fail Evaluator

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

Promotion Email

A promotional email carrying a specific offer or seasonal campaign.

Add to Calendar Button

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

Background Remover

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

Call Script Grader

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

Onboarding Form Auto-Fill

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

Receipt to Expense Record

Converts a receipt into a categorized expense entry.

Contract Signing Page

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

Invoice Ready SMS

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

Zoning Classification Lookup

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

Escalation Router

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

Document QA with Citation

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

Elevation Lookup

Returns elevation in meters for one or more coordinates.

Appointment Reminder Page

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

Meeting Transcript to Action Items

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

Meeting Transcriber

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

Document Image Classifier

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

Speaker Summary

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

SQL Query Generator

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

Language Detector

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

Postcode Lookup

Returns location and boundary data for a postal code.

Citation Consistency Checker

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

PDF Form Filler

Populates a fillable PDF using a structured data payload.

Search-then-Extract Chain

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

Welcome SMS

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

Catalog Mapping Resolver

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

Estimate Presentation Page

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

Technician Bio Page

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

Payment Request Page

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

Pricing Rules Engine

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

Service Agreement Renewal Email

A renewal-prompt email for an expiring service agreement.

Natural Language Weather Query

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

Excalidraw Diagram Generator

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

Voicemail Transcriber

Turns a voicemail recording into a clean text transcript.

Business Contact Enricher

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

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.

Competitor Mention Detector

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

Event Invitation Page

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

SERP Rank Checker

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

Subcontractor Finder

Finds licensed subcontractors for a trade in a specified area.

Review Sentiment Scan

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

Changelog Entry Generator

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

Self-Service Booking Page

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

PII Detector

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

Template Matcher

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

Cancellation Alert SMS

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

Call Performance Scorecard

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

Compliance Flag Tagger

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

Job Completion Report Email

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

Customer Intake Page

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

Welcome Email

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

Hourly Weather Forecast

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

Priority Ranker

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

Pricing Intel Scraper

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

Call Transcriber

Transcribes a recorded phone call into speaker-labeled text.

Onboarding Readiness Check

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

Payment Overdue Email

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

Geo-Targeted Web Search

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

Web Search

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

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.

Document Routing Classifier

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

Estimate Builder

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

Route Calculation

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

Local Business Finder

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

Invoice Email

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

Unit Harmonizer

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

AR Outreach Review Queue

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

Reachability Zone Generator

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

Job Complexity Classifier

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

Address to Coordinates Lookup

Geocodes a text address into latitude and longitude.

Test Case Generator

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

Local Pack Analyzer

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

Inventory Reorder Recommender

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

Content Policy Screener

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

Permit & Documentation Page

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

Phone Line Type Check

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

Daily Weather Forecast

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

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.

Service Intent Classifier

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

GPS Trace to Road Snap

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

Sentiment and Topic Tagger

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

Tech Assignment Email

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

Social Post Image Generator

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

Structured Page Extract

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

Field Recording Transcriber

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

Meeting Summarizer

Turns a meeting transcript into a summary worth actually reading.

Text Translator

Translates a block of text into a target language.

Image Generator

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

Estimate Email

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

Travel Time Matrix

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

Licensing Requirement Finder

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

Support Ticket Triage

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

Top-Ranking Page Analyzer

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

Collection Escalation Email

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

Schedule Weather Risk Scan

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

Skill Extractor

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

Severe Weather Alerts

Returns active government-issued weather alerts for a location.

Service Area Validator

Checks whether an address sits inside a defined service area.

Transcript to Work Order Seed

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

Review Request SMS

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

Video Transcriber

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

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.

So, what can we actually do?