The workflow marketplace.

Retrieve-augment-generate pipeline using Tavily search, Pinecone vector store, and OpenAI for answer synthesis.

Aggregate financial metrics, KPIs, competitive developments, and team updates into comprehensive board meeting packages with executive narratives and discussion prompts

Aggregate financial metrics, KPIs, competitive developments, and team updates into comprehensive board meeting packages with executive narratives and discussion prompts

Collect emissions data from energy bills, travel, supply chain, and fleet, calculate Scope 1/2/3 carbon footprints, generate regulatory-compliant ESG reports, and identify reduction opportunities

Collect emissions data from energy bills, travel, supply chain, and fleet, calculate Scope 1/2/3 carbon footprints, generate regulatory-compliant ESG reports, and identify reduction opportunities

Advanced problem solver using structured decomposition, parallel research and reasoning tracks, synthesis, and solution validation

Shape a client onboarding request into milestones, dependencies, and a welcoming kickoff plan.

Process clinical encounter data into structured SOAP notes, extract diagnoses with ICD-10 codes, generate billing codes, and flag compliance issues

Process clinical encounter data into structured SOAP notes, extract diagnoses with ICD-10 codes, generate billing codes, and flag compliance issues

Deep competitive intelligence covering top competitors' pricing, features, SWOT, and strategic moat assessment.

Ingest construction bid documents, extract scope items and quantities, cross-reference cost databases, flag missing items, and produce structured cost estimates with risk-adjusted ranges

Ingest construction bid documents, extract scope items and quantities, cross-reference cost databases, flag missing items, and produce structured cost estimates with risk-adjusted ranges

Generate complete online course content from a topic - outline, lesson scripts, quizzes, assignments, and platform-ready export

Generate complete online course content from a topic - outline, lesson scripts, quizzes, assignments, and platform-ready export

Mine demographics, competitor reviews, and behavioral data to build 3-5 detailed customer personas with journey maps and messaging.

Convert a messy decision request into options, evidence needs, and a recommendation memo.

Multi-signal demand forecasting combining statistical models, market intelligence, and social trends for inventory planning

Multi-signal demand forecasting combining statistical models, market intelligence, and social trends for inventory planning

Optimize product pricing using competitor intelligence, demand elasticity, and margin analysis with A/B test design

Optimize product pricing using competitor intelligence, demand elasticity, and margin analysis with A/B test design

Analyze earnings call transcripts for sentiment, key metrics, and investment insights

Analyze earnings call transcripts for sentiment, key metrics, and investment insights

Generate winning freelancer proposals by analyzing project requirements, matching portfolio pieces, crafting personalized pitches, and optimizing pricing strategy

Generate winning freelancer proposals by analyzing project requirements, matching portfolio pieces, crafting personalized pitches, and optimizing pricing strategy

Parse grant RFPs, check eligibility, draft comprehensive proposals with budgets, and generate compliance checklists

Parse grant RFPs, check eligibility, draft comprehensive proposals with budgets, and generate compliance checklists

Analyze booking patterns, competitor rates, events, weather, and seasonal trends to generate dynamic room pricing, occupancy forecasts, and revenue management strategies

Analyze booking patterns, competitor rates, events, weather, and seasonal trends to generate dynamic room pricing, occupancy forecasts, and revenue management strategies

Ingest insurance claims with documents and photos, extract damage assessments, cross-reference policy coverage, detect fraud indicators, estimate payouts, and generate adjuster-ready case summaries

Ingest insurance claims with documents and photos, extract damage assessments, cross-reference policy coverage, detect fraud indicators, estimate payouts, and generate adjuster-ready case summaries

Extract data from invoices using OCR patterns, validate against PO records, detect anomalies, route for approval, and generate accounting entries

Extract data from invoices using OCR patterns, validate against PO records, detect anomalies, route for approval, and generate accounting entries

Professional-grade translation with source analysis, cultural adaptation, precise translation, and quality review

Research industry data and calculate TAM/SAM/SOM market sizing with methodology and executive report.

Turn a meeting record into ownership, decisions, and a practical next-action plan.

Research agent that accumulates domain knowledge across runs, learns from past analyses, and progressively improves its insights

Daily standup assistant that remembers past standups to detect patterns, recurring blockers, and track team progress over time

Deep PDF document analysis with parallel content extraction and structure mapping, producing focused key findings and an executive brief

Automate government permit applications - extract requirements from local codes, pre-fill forms, check completeness, flag non-compliance, and track approval across jurisdictions

Automate government permit applications - extract requirements from local codes, pre-fill forms, check completeness, flag non-compliance, and track approval across jurisdictions

Research competitor pricing strategies, model willingness-to-pay, and generate optimal pricing tiers with copy and FAQ.

Aggregate product feedback from multiple channels, deduplicate, cluster by theme, score by business impact, and produce a prioritized roadmap

Aggregate product feedback from multiple channels, deduplicate, cluster by theme, score by business impact, and produce a prioritized roadmap

Optimize real estate listings with AI-enhanced descriptions, comparative market analysis, pricing recommendations, and multi-platform distribution strategy

Optimize real estate listings with AI-enhanced descriptions, comparative market analysis, pricing recommendations, and multi-platform distribution strategy

Systematic research with scope definition, three parallel investigation tracks, rigorous synthesis, and a structured research report

Comprehensive content generation with parallel quality and compliance checks, revision suggestions, and human approval gate

Audit SaaS subscriptions across the organization, analyze usage vs licensed seats, identify redundant tools, calculate waste, and produce consolidation roadmap with savings projections

Audit SaaS subscriptions across the organization, analyze usage vs licensed seats, identify redundant tools, calculate waste, and produce consolidation roadmap with savings projections

Analyze student assessment results and learning preferences to generate personalized learning paths with resource recommendations, pacing adjustments, and intervention triggers

Analyze student assessment results and learning preferences to generate personalized learning paths with resource recommendations, pacing adjustments, and intervention triggers

Assess supplier portfolio risks across financial, geopolitical, and ESG dimensions with alternative sourcing recommendations

Assess supplier portfolio risks across financial, geopolitical, and ESG dimensions with alternative sourcing recommendations

Ingest W-2s, 1099s, receipts, and bank statements, categorize transactions, identify deductions, flag anomalies, and produce structured data packages ready for CPA review

Ingest W-2s, 1099s, receipts, and bank statements, categorize transactions, identify deductions, flag anomalies, and produce structured data packages ready for CPA review

Performs deep text analysis with parallel key-point extraction and structural analysis, producing a tailored executive summary

Create a clear volunteer brief with roles, context, and success signals.

Generate ad copy variants for Google Ads and Meta Ads campaigns

Generate comprehensive multi-client agency performance reports with cross-channel analytics, benchmarking, and strategic recommendations

Generate comprehensive multi-client agency performance reports with cross-channel analytics, benchmarking, and strategic recommendations

Generate blog content with OpenAI, create audio version with ElevenLabs, and store assets in AWS S3.

Monitor how AI platforms represent your brand in generated answers, track sentiment shifts, identify source URLs influencing AI opinions, and generate corrective content recommendations

Monitor how AI platforms represent your brand in generated answers, track sentiment shifts, identify source URLs influencing AI opinions, and generate corrective content recommendations

Transform a blog post into platform-specific social media content

Create a focused campaign brief from an audience, offer, and business objective.

Monitor competitor activity, detect strategic changes, update battlecards, and distribute alerts

Monitor competitor activity, detect strategic changes, update battlecards, and distribute alerts

Comprehensive competitor product teardown - feature-by-feature analysis, UX evaluation, pricing deconstruction, positioning critique, and strategic vulnerability assessment

Comprehensive competitor product teardown - feature-by-feature analysis, UX evaluation, pricing deconstruction, positioning critique, and strategic vulnerability assessment

Analyze competitor positioning, strengths, weaknesses, and opportunities

Plan a month of audience-focused content with angles, keywords, and publishing cadence.

Generate a complete multi-platform content package from a single brief with SEO-optimized article and social posts

Generate a complete multi-platform content package from a single brief with SEO-optimized article and social posts

Real-time PR crisis management - monitor channels, draft holding statements, generate Q&A documents, coordinate multi-channel response, and track sentiment recovery

Real-time PR crisis management - monitor channels, draft holding statements, generate Q&A documents, coordinate multi-channel response, and track sentiment recovery

Enrich e-commerce product catalogs with SEO-optimized descriptions, attribute extraction, cross-sell mapping, and A/B title variants

Enrich e-commerce product catalogs with SEO-optimized descriptions, attribute extraction, cross-sell mapping, and A/B title variants

Generate email campaign with subject line variants and A/B copy

Analyze brand requirements and campaign goals, identify optimal influencer matches by content style, audience demographics, engagement authenticity, brand safety, and predicted ROI

Analyze brand requirements and campaign goals, identify optimal influencer matches by content style, audience demographics, engagement authenticity, brand safety, and predicted ROI

Organize search intent into practical content clusters and publishing priorities.

Comprehensive market entry analysis covering sizing, competitive landscape, regulatory environment, customer research, and go-to-market strategy

Comprehensive market entry analysis covering sizing, competitive landscape, regulatory environment, customer research, and go-to-market strategy

Research market landscape, mine competitor gaps, size the TAM, and produce an actionable opportunity report

Transform a single podcast episode into a full content empire with blog, social, newsletter, and SEO landing page

Transform a single podcast episode into a full content empire with blog, social, newsletter, and SEO landing page

Analyze competitor pricing, feature-value perception, and willingness to pay to optimize packaging and pricing strategy

Analyze competitor pricing, feature-value perception, and willingness to pay to optimize packaging and pricing strategy

Research keywords and create SEO-optimized article with meta tags

Adapt one source asset into channel-specific social posts with a consistent voice.

Plan, create, and schedule a complete social media content calendar with platform-specific content, hashtag strategies, and performance predictions

Plan, create, and schedule a complete social media content calendar with platform-specific content, hashtag strategies, and performance predictions

Comprehensive growth audit with parallel strategy tracks for content, SEO, and conversion optimization

Comprehensive growth audit with parallel strategy tracks for content, SEO, and conversion optimization

Scan academic research, startup activity, social signals, and investment patterns to identify emerging trends and assess their strategic impact

Scan academic research, startup activity, social signals, and investment patterns to identify emerging trends and assess their strategic impact

Analyze long-form video content, identify viral-worthy segments, generate optimized short clips with captions and hooks for TikTok, Reels, and Shorts

Analyze long-form video content, identify viral-worthy segments, generate optimized short clips with captions and hooks for TikTok, Reels, and Shorts

Mine forums, reviews, and social channels to extract sentiment, unmet needs, and buyer personas

Mine forums, reviews, and social channels to extract sentiment, unmet needs, and buyer personas

Automated adversarial testing of AI models - probe for prompt injection, jailbreaks, bias, and safety vulnerabilities

Automated adversarial testing of AI models - probe for prompt injection, jailbreaks, bias, and safety vulnerabilities

Translate an API change into compatibility risks, migration notes, and review questions.

Generate comprehensive API documentation from code repositories or OpenAPI specs

Analyze codebase for technical debt signals - complexity hotspots, test coverage gaps, dependency vulnerabilities, dead code, API contract drift, and documentation staleness with prioritized remediation roadmap

Analyze codebase for technical debt signals - complexity hotspots, test coverage gaps, dependency vulnerabilities, dead code, API contract drift, and documentation staleness with prioritized remediation roadmap

Monitor systems against SOC 2, HIPAA, GDPR, ISO 27001 requirements, auto-generate evidence artifacts, flag control gaps, simulate auditor questions, and produce audit-ready documentation

Monitor systems against SOC 2, HIPAA, GDPR, ISO 27001 requirements, auto-generate evidence artifacts, flag control gaps, simulate auditor questions, and produce audit-ready documentation

Extract structured data from documents with validation and error handling

Scan codebases and data flows to discover PII/PHI, classify sensitivity levels, map data lineage, detect compliance violations, and generate Data Protection Impact Assessments

Scan codebases and data flows to discover PII/PHI, classify sensitivity levels, map data lineage, detect compliance violations, and generate Data Protection Impact Assessments

Monitor Vercel deployments, check Datadog metrics, and alert via PagerDuty if anomalies detected.

Analyze deployment risk by scanning diffs, dependencies, and performance impact before go/no-go decision

Analyze deployment risk by scanning diffs, dependencies, and performance impact before go/no-go decision

Structure incident evidence, impact summaries, and safe next actions for an on-call team.

Monitor PagerDuty for new incidents, post alerts to Discord, and auto-acknowledge with status updates.

Analyze intermittent test evidence and propose reproducible remediation work.

Automated incident response - ingest alerts, analyze logs and metrics in parallel, find root cause, and generate remediation runbooks

Automated incident response - ingest alerts, analyze logs and metrics in parallel, find root cause, and generate remediation runbooks

Auto-triage new Jira issues with priority, labels, and assignment suggestions

Systematically benchmark and compare multiple AI models across safety, accuracy, cost, and latency with statistical rigor

Systematically benchmark and compare multiple AI models across safety, accuracy, cost, and latency with statistical rigor

Transform natural language business questions into optimized SQL queries, visualizations, and narrative insights

Transform natural language business questions into optimized SQL queries, visualizations, and narrative insights

Collect incident timeline from monitoring tools, correlate log entries, identify root cause chains, draft blameless postmortem documents, extract action items, and track remediation

Collect incident timeline from monitoring tools, correlate log entries, identify root cause chains, draft blameless postmortem documents, extract action items, and track remediation

Transform user stories and requirements into comprehensive product design specifications with wireframe descriptions, interaction patterns, and developer handoff documentation

Transform user stories and requirements into comprehensive product design specifications with wireframe descriptions, interaction patterns, and developer handoff documentation

Build and optimize a RAG knowledge base from documents - chunk, embed, evaluate retrieval quality, and generate optimization recommendations

Build and optimize a RAG knowledge base from documents - chunk, embed, evaluate retrieval quality, and generate optimization recommendations

Turn merged product changes into clear release notes for customers and internal teams.

Generate user-facing release notes and internal changelog from commit history

Monitor data pipelines for schema drift and anomalies, auto-fix common issues, and report on data quality recovery

Monitor data pipelines for schema drift and anomalies, auto-fix common issues, and report on data quality recovery

Collect daily standup updates from Slack and post a summary

Security Operations Center alert triage - deduplicate, enrich with threat intel, map to MITRE ATT&CK, and recommend containment

Security Operations Center alert triage - deduplicate, enrich with threat intel, map to MITRE ATT&CK, and recommend containment

Synthesize Jira sprint progress and GitHub PRs into a daily standup summary for Slack

Sync data from Google Sheets to Supabase, validate records, and notify on Slack.

A provider-neutral act-then-verify skeleton for operations teams who must SUBMIT something into a third-party web portal that exposes no write API - filing a regulatory return, posting an invoice to a customer's AP portal…

Takes a single candidate-queue row - {job_url, candidate_profile, tailored_answers, resume_file} - that an outplacement / career-services firm or a high-volume recruiting agency has queued for a placed candidate…

Monthly statement-vault reconciler for an outsourced bookkeeping firm or fractional controller running 20-80 SMB clients, each with multiple regional bank and credit-card logins and NO aggregator coverage (the banks have no API and forbid…

A read-only regression harness for fleets of business-critical browser RPA flows. Given a {golden_run_id} and the target flow's inputs, it re-drives the recorded flow against the LIVE site…

A scheduled (weekly) or on-demand consent-banner compliance auditor for the DPO, privacy counsel, or a GDPR/ePrivacy/CNIL audit firm at any EU/UK-facing company.…

Keys a batch of structured records into a legacy Windows / Citrix / VDI thick-client app that exposes NO web DOM and NO API - the target is a native WinForms / green-screen grid, so browser and http steps are physically inapplicable.…

A release gate for the human-visible funnel. Unit and API tests pass while the Pay button silently detaches or step 4 of onboarding white-screens…

Tracks the live status of dozens of cases / filings across government, court, permit, tax-authority, utility, and insurance-carrier portals that expose NO API - status and newly-issued documents live ONLY behind a per-account login on a…

Files a complete tender response into a public e-procurement portal - SAM.gov, the EU's TED / eSourcing, or a state/municipal vendor portal - on behalf of a bid/proposal manager at a government contractor or SME.…

Takes a completed First-Notice-of-Loss (FNOL) packet - {carrier, policy_no, loss_facts, photos[], estimate_pdf} that has reached status=ready_to_file - and files it on the right carrier or TPA web claims portal on behalf of an insured.…

Takes an approved onboarding case that has reached status=ready_to_file - {entity_record, ubo_list, document_set} - and files it onto a bank, broker…

A scheduled (daily 06:00, before the morning dashboards refresh) provider-neutral RPA bridge for a data/analytics engineer or RevOps analyst whose critical metric is trapped inside a legacy admin panel, a vendor dashboard…

Keeps a no-API legacy ERP / order portal in sync with the downstream system of record for operations and supply-chain teams running an on-prem 1990s-era order system (old SAP GUI-web, Epicor…

A scheduled (daily) or event-triggered on-site price-and-claim verifier for the legal / regulatory-affairs or e-commerce compliance team that must PROVE the live storefront's displayed prices and advertising claims match approved sources…

Run ONE recorded RPA task across a FLEET of independent remote runners and keep the result only when a configurable majority of them AGREE.…

Logs into a regulatory EHS portal (OSHA Injury Tracking Application Form 300A, EPA / state environmental reporting, or a local permit-renewal system), enters the annual compliance figures, certifies, submits…

A read-only synthetic-journey monitor for a business-critical EXTERNAL partner portal your team does NOT control - an insurer claims site, a freight/EDI carrier booking portal, a payer-eligibility lookup, a bank…

Lodges a building, business, or environmental permit application onto a municipal e-permitting portal on behalf of a permit-expediting firm, GC, architecture office, or multi-site retail/restaurant operator.…

The canonical login-with-credentials-env, pause-on-2FA/CAPTCHA, then structured-extract skeleton that every gated-portal RPA flow forks from.…

A resilience skeleton for teams running high-value, brittle extractions against a client-side-rendered SPA with no API and anti-scraping that changes selectors often (competitor pricing intelligence off a JS storefront…

A scheduled / on-demand seat audit for IT Operations and SaaS Spend & Security managers at companies juggling 40+ tools where most admin consoles (niche vertical SaaS…

Offboard a departing employee across SaaS tools whose admin panels expose NO SCIM/API on the customer's plan tier (legacy or cheap-tier SaaS, internal-built admin panels, niche industry tools).…

Runs a credential-rotation campaign - post-incident or a scheduled 90-day rotation - across many SaaS service accounts / integrations whose admin console regenerates API keys, webhook secrets…

Platform/security engineers and MSP admins who manage many separate workspaces/tenants of the same SaaS (one per client or business unit) constantly need to apply ONE policy change - require MFA, shorten the session timeout…

Correct over-privileged roles for a list of users on a SaaS admin console that exposes NO bulk role-assignment API on the customer's plan.…

Deactivate (or downgrade) a list of departed users across one or more SaaS admin consoles that ship NO bulk-deactivation API on the customer's plan.…

Files a US state sales-and-use tax return into a state Department of Revenue e-file portal (CDTFA, NY DTF, TX Comptroller and the like) that exposes NO public filing API for most filers - the return can only be lodged through a logged-in…

Reconciles invoice status across customer-mandated AP/supplier procurement portals (Ariba/Coupa-style and bespoke buyer portals) that give suppliers NO outbound API - the only source of truth is a login-gated…

A scheduled synthetic-monitoring canary for the single most revenue-critical flow in a D2C / marketplace store: the money path.…

A read-only synthetic-monitoring sentinel for the most revenue-critical flow in a self-serve SaaS: account creation. An http healthcheck on /signup returns 200 even when the submit button is wired to a dead endpoint…

A tax-season information-return collector for a tax-prep firm or multi-entity family office that must assemble dozens of year-end forms (1099-NEC / MISC / INT / DIV, W-2, K-1) from broker, payroll, gig-app…

Files the current-cycle bill for ONE property-utility account whose provider is paperless-by-default and exposes the statement ONLY through its own customer portal's 'Billing History' - the canonical no-API…

An AP / procurement-operations harvester for mid-market teams juggling 100+ vendors where a chunk of suppliers (utilities, telecom, niche SaaS…

Read-only extractor for the screens that defeat one WHOLE strategy class: a <canvas>/WebGL analytics dashboard (numbers painted to pixels, no addressable DOM nodes)…

A provider-neutral accessibility conformance harness for the accessibility lead or compliance officer facing the EU Accessibility Act (June 2025+), ADA Title III, or Section 508 - or an a11y audit agency that must produce defensible…

Registers a supplier on a buyer's bespoke, login-gated procurement portal (Ariba / Coupa-style SPA or a government e-procurement wizard) that has NO public submission API and renders entirely client-side…

Files a workers-comp First Notice of Loss (FNOL) injury claim into a carrier broker portal or a state workers-comp board (WCB) system from an HR intake record…

Build a concise account research snapshot to prepare a thoughtful first meeting.

Profile target accounts, enrich with firmographic and technographic data in parallel, detect buying signals, and generate personalized outreach

Prioritize customer retention signals and create an accountable follow-up brief.

Analyze customer usage patterns, score churn risk, identify root causes, generate retention offers, and orchestrate outreach campaigns

Analyze customer usage patterns, score churn risk, identify root causes, generate retention offers, and orchestrate outreach campaigns

Orchestrate multi-step client onboarding with CRM updates, welcome sequences, provisioning checklists, and health score tracking

Summarize competitor pricing changes and recommend a sales-ready response.

Enrich HubSpot contacts with research data and create follow-up deals

Analyze customer signals to predict churn risk, generate retention actions, and alert sales team

Analyze pipeline health, score deal risks, recommend actions, and build competitive battle cards to accelerate deal closure

Analyze pipeline health, score deal risks, recommend actions, and build competitive battle cards to accelerate deal closure

Research and enrich lead data with company info, scoring, and outreach angles

Fetch leads from Salesforce, enrich with research data, score, and update CRM

Transform meeting transcript into summary, action items, and follow-up email

Generate a customized business proposal from meeting notes and product info

Generate complete Quarterly Business Review packages - pull CRM data, usage metrics, support trends, and renewal status into executive summaries, health scorecards, and strategic recommendations

Generate complete Quarterly Business Review packages - pull CRM data, usage metrics, support trends, and renewal status into executive summaries, health scorecards, and strategic recommendations

Prepare a renewal conversation brief from account health, outcomes, and open risks.

Generate revenue forecasts using statistical, ML, and LLM-based methods in parallel, then synthesize into an ensemble prediction with scenario analysis

Generate revenue forecasts using statistical, ML, and LLM-based methods in parallel, then synthesize into an ensemble prediction with scenario analysis

Multi-agent RFP/RFQ response generator that ingests bid requirements, matches against company knowledge base, drafts section-by-section responses, and scores proposal strength

Multi-agent RFP/RFQ response generator that ingests bid requirements, matches against company knowledge base, drafts section-by-section responses, and scores proposal strength

Monitor stalled deals, draft follow-ups, and alert your team on pipeline risks

Ingest CRM deal data, extract win/loss signals, identify patterns, and generate strategic recommendations with updated battlecards

Review documents for regulatory compliance against GDPR, SOC2, HIPAA, or custom frameworks

Prepare a clause-risk review and negotiation checklist for a commercial agreement.

End-to-end contract lifecycle from drafting through approval to obligation tracking

End-to-end contract lifecycle from drafting through approval to obligation tracking

Review contract for key terms, risks, and generate plain-language summary

Automate new employee onboarding - checklist, welcome email, accounts, training plan, and manager notification

Design a structured interview loop with competencies, prompts, and debrief signals.

Generate inclusive job description with requirements, benefits, and interview plan

Comprehensive due diligence analysis for mergers and acquisitions with parallel risk and terms extraction

Comprehensive due diligence analysis for mergers and acquisitions with parallel risk and terms extraction

Turn manager observations into a respectful, actionable coaching discussion guide.

Analyze employee survey data to surface sentiment trends, flight risks, and targeted intervention recommendations

Analyze employee survey data to surface sentiment trends, flight risks, and targeted intervention recommendations

Conduct prior art searches across patent databases, map competitive IP landscapes, identify innovation white spaces, and generate freedom-to-operate risk assessments

Conduct prior art searches across patent databases, map competitive IP landscapes, identify innovation white spaces, and generate freedom-to-operate risk assessments

End-to-end recruiting workflow from job description to offer preparation with candidate evaluation and interview coordination

End-to-end recruiting workflow from job description to offer preparation with candidate evaluation and interview coordination

Monitor regulatory changes, assess compliance gaps, and generate remediation plans

Monitor regulatory changes, assess compliance gaps, and generate remediation plans

Screen resume against job description with match scoring and interview recommendations

Monitor SaaS and vendor contract renewals, analyze usage vs terms, benchmark pricing against market rates, identify leverage points, and draft counter-proposals

Monitor SaaS and vendor contract renewals, analyze usage vs terms, benchmark pricing against market rates, identify leverage points, and draft counter-proposals

Aggregate Salesforce account data and Zendesk tickets to assess customer health

Analyze resolved support tickets to auto-generate FAQ entries and publish to Notion

Distill customer feedback into recurring themes, evidence, and product opportunities.

Identify where support knowledge is missing and draft the next article outline.

Audit knowledge bases for staleness, contradictions with recent support tickets, coverage gaps, and outdated information, then produce prioritized update recommendations with freshness scores

Audit knowledge bases for staleness, contradictions with recent support tickets, coverage gaps, and outdated information, then produce prioritized update recommendations with freshness scores

Customer support agent that remembers customer history, preferences, and past issues to provide personalized, context-aware support

Classify an incoming support message, assign ownership, and draft a helpful reply.

Analyze customer reviews to extract sentiment trends and actionable insights

Monitor SLA compliance, check ticket response times, and alert on breaches via Slack

Create an escalation-ready summary that preserves customer context and clear asks.

Fetch recent Zendesk tickets, classify by urgency, draft responses, and notify Slack

Classify support ticket, assign priority, and draft response

Process call recordings with transcription, sentiment analysis, coaching insights, compliance checks, and agent performance scoring

Process call recordings with transcription, sentiment analysis, coaching insights, compliance checks, and agent performance scoring

Analyze an agent trace for tool-use risks, dead ends, and practical improvements.

Agent CI in a box. Loads a suite of recorded agent task trajectories (goal + environment fixture + expected final-state outcome), then for every task fans out a sub-workflow that re-runs the agent harness against a DETERMINISTIC…

Drop-in runtime guardrail that blocks an LLM answer unless every claim is grounded in the provided sources AND it passes PII, prompt-injection, schema and length checks.…

Turn an LLM evaluation goal into cases, rubrics, and a repeatable release checklist.

A CI-style standing regression suite for LLM behavior. Unlike a one-off provider swap comparison, this gate maintains a FROZEN…

The META-layer for multi-provider routing. Instead of hard-wiring ONE routing pattern (cost ladder, fastest-of-N, residency router), this template takes a DECLARATIVE policy - per task class a {quality_floor, cost_ceiling, max_latency_ms…

Review a prompt change for quality regressions, edge cases, and approval criteria.

Closes a propose-score-keep loop over a PROMPT against a labeled eval set. It loads the eval set over HTTP, then iterates a bounded number of rounds: an author model drafts a candidate prompt variant from the current best prompt plus the…

A continuously-scheduled, provider-neutral evaluation harness that scores a LIVE RAG endpoint's retrieval AND answer quality and alerts on quality drift.…

Draft a clear, scoped request list for audit evidence owners.

Request-driven audit evidence fulfilment. An auditor hands over a PBC ("Provided By Client") / evidence-request list - an arbitrary, free-form matrix of "show us X for period Y".…

An always-on drift sentinel for SOC2 / ISO 27001 controls. A durable SENSOR blocks until the next scheduled control-test interval is reached OR a config-change webhook fires (event-driven within a schedule).…

Produce a practical first-pass data-protection impact assessment outline.

Compare a policy statement to a control objective and outline verifiable gaps.

Runs a closed-loop employee policy-acknowledgement campaign (security policy, code of conduct, acceptable-use policy) and produces tamper-evident proof of who attested, who refused, and who was auto-escalated past the deadline.…

A standing GDPR Article 30 Record of Processing Activities (RoPA) builder for Data Protection Officers and privacy-engineering teams.…

Continuously re-scores third-party vendors as an ONGOING TPRM program (not a one-shot research brief, and not the vendor self-assessing).…

Runs a fair-lending consumer credit decision from application data and live bureau / cashflow-underwriting pulls, then auto-generates a compliant ECOA / Reg-B adverse-action notice with the principal reasons whenever the application is…

Reconcile reported cash movements into exceptions, questions, and a review checklist.

Summarize financial covenant inputs, assumptions, and potential exceptions for review.

The AML decisioning engine for new-customer onboarding. A DETERMINISTIC Python step first normalizes and validates the applicant's identity fields (name, DOB, nationality, address…

Card-issuer dispute engine for a regulated cardholder claim. PARSES the cardholder's dispute form / message to extract the disputed transaction, amount, date and the stated reason…

Financial-crime transaction-monitoring triage that turns a stream of flagged transactions and account alerts into routed, defensible SAR/BSA outcomes.…

Assess vendor evidence against a control checklist and identify follow-up items.

Provider-side rebuttal to a payer claim DENIAL. Parses the EOB / denial PDF to extract CARC/RARC reason codes, claim lines, the received date and the regulatory appeal deadline…

A pre-release PHI leak auditor for a HIPAA covered entity or business associate. Before any clinical document, message, or data export leaves the org…

Organize patient-provided intake information into a clinician-ready summary for review.

Pre-visit insurance eligibility + benefits verification for a healthcare front office. Takes a new patient's intake form ({patient, subscriber, payer, plan, service_type}) and confirms, BEFORE the appointment…

Takes a finished patient chart + order PDF and the target plan, and BUILDS a payer-ready prior-authorization (PA) request - then validates it against that plan's medical-necessity policy before anything leaves the clinic.…

Prepare referral context, urgency signals, and routing questions for care teams.

Create a concise pre-visit brief from intake context and the care team's goals.

The AR collections decisioning engine. A DETERMINISTIC http GET pulls the entire open-invoice ledger plus per-customer payment history from QuickBooks / Stripe AR…

An always-on Budget-vs-Actual variance sentinel for FP&A close. A durable SENSOR blocks until the period-close / actuals-posted webhook fires (the accounting system reports the period's actuals are posted and the close is in progress)…

A line-item policy auditor for travel & expense (T&E) reports. A DETERMINISTIC http GET pulls the pending expense report and all of its line items from the expense/ERP system (SAP Concur / Coupa / Workday style REST).…

The monthly board metrics engine for a subscription business. A durable SENSOR blocks until the month-end roll-up window is open (close-the-books flag flips on the FP&A calendar endpoint)…

An always-on Accounts Payable anomaly detector for FP&A and controllership. A durable SENSOR blocks until the next AP batch posts (or a scheduled nightly sweep is due).…

A personal-finance watchdog that stops you ever paying a late fee or getting silently auto-renewed. A durable SENSOR blocks until the next daily check-in window is reached (a real schedule that sleeps between checks instead of busy…

A personal inbox triage engine that turns unread mail into a clean task list without trusting a model to act on its own. A DETERMINISTIC http GET pulls the unread messages from the mail provider (Gmail / IMAP-REST / Microsoft Graph style)…

A personal-finance warden that turns a noisy bank/card statement into a clean recurring-subscription ledger and gates any cancellation behind human sign-off.…

A personal trip planner that proves Sandcastle as an ENGINE rather than a single model call. A deterministic code step first normalizes your destination + date range into a clean trip spec (trip length, ISO dates, IATA/city, budget cap).…

A personal "don't-miss-the-window" watchdog for everything you buy. A durable SENSOR blocks until the next daily sweep is due…

An always-on sentinel that watches every rival's live pricing page and pages product + sales only on a REAL pricing move. A durable SENSOR blocks until the next poll interval is reached OR a price-change webhook fires (event-driven within…

A provider-neutral funding & M&A deal radar. A durable SENSOR fires on the configured schedule (a quiet window between sweeps).…

A provider-neutral research-triage pipeline that turns a topic into a reviewed, embedded shortlist. A cross-provider RACE fans the same topic query out to several source providers in parallel - a firecrawl crawl of a literature index…

An equity-research delta engine that tells an analyst ONLY what changed between a company's last two periodic filings. A durable SENSOR polls the EDGAR-style filings index for the ticker and BLOCKS until a brand-new accession (a 10-K /…

An always-on share-of-voice and competitive-rank watchdog for a watched keyword set across multiple search / answer engines.…