AI helpers that do repeat office work for you — research, follow-ups and reports.
A deployed agent that decomposes a research brief into sub-questions, pulls from web sources, filings, review sites and your CRM, then writes a cited report with a confidence-scored findings table. It reruns on a schedule and diffs each new report against the last to surface what changed.
An agent that takes a purchase requirement, finds qualified suppliers, requests and normalizes quotes over email, and builds a scored comparison against your criteria (price, lead time, MOQ, compliance). It drafts the PO and holds it at a human-approval checkpoint before anything is sent.
Change a price once and we update it everywhere: the till, your online shop, your marketplace listings and your shelf labels. Afterwards every place is checked, and you get a list of anywhere still showing the old price.
An agent that scans forums, marketplaces, search-trend data and reviews in your category to detect emerging demand and unmet needs, clustering them into opportunity themes with evidence. It ranks whitespace by momentum and difficulty and refreshes the map monthly.
An agent that takes raw inbound or list leads, enriches each with firmographics, tech stack, funding and buying signals, then scores fit against your ICP and writes a one-line rationale. It syncs the enriched, scored record straight into your CRM and flags junk for review.
An agent that builds targeted company lists from your ICP using company-level public data only (no scraped personal contact lists), researches each account for a genuine trigger event, and drafts a personalized first-touch grounded in that trigger. Every draft is queued for human approval and sent one-by-one from your own mailbox with an opt-out line, with the research shown alongside.
An agent that audits your CRM pipeline nightly for stale deals, missing next-steps, wrong stages and duplicate opportunities, then applies fixes it's authorized for and queues the rest for the owning rep. It posts a daily hygiene report with what it changed and what needs a human.
An agent that reads a shared inbox, classifies each message by intent, drafts the right reply from your knowledge base, and completes the linked action — booking, refund, lookup — for the categories you authorize. Anything outside its authority is escalated with a suggested response for a human to approve.
An agent that aggregates signals from email, chat, tickets, dashboards and calendars into a prioritized daily brief for a leader, flagging what needs a decision today. It can execute pre-approved responses (accept, delegate, schedule) on the leader's behalf and logs each one.
An agent that runs interview logistics end-to-end: matching candidate and panel availability, booking rooms/links, sending prep materials, and rescheduling when someone drops. It keeps the ATS status in sync and escalates only genuine conflicts to the recruiter.
An agent that pulls records from two or more systems (e.g. CRM vs billing, PMS vs ledger), matches them with fuzzy keys, and classifies every mismatch by root cause. It auto-corrects the discrepancies you authorize and files the rest as review cases with proposed fixes.
An agent that continuously scans your CRM for duplicate accounts/contacts, malformed fields, and orphaned records, then merges and normalizes within rules you set. It presents ambiguous merges as review cards and keeps a reversible log of every change.
An agent that profiles a source dataset, proposes a field mapping to the target schema, transforms and validates records in batches, and reports every row it couldn't map cleanly. It runs a dry-run with a human sign-off before committing any writes to the destination system.
An agent that audits your product catalog for missing attributes, weak titles/descriptions, and mis-categorized SKUs, then generates and writes back enriched, on-brand content. It validates against your taxonomy and holds bulk changes for merchandiser approval.
An agent that continuously checks your operations, content and records against your own codified internal policies, flags violations with the offending evidence, and opens remediation tasks routed to owners. It keeps an evidence trail of every check and escalates high-severity findings immediately.
An agent that monitors regulators, standards bodies and legislative feeds relevant to your business, summarizes each change with a link to the source, and lists the internal documents that mention the same topic. It routes each item to the owner you name (your counsel or compliance lead) to decide what, if anything, changes; it monitors and summarises, it does not interpret the law.
An agent that continuously monitors your suppliers for financial distress, adverse media, and delivery-performance decay, scoring each on a risk index. It opens a review case and drafts a mitigation plan when a supplier crosses a risk threshold.
An agent that ingests supplier invoices from email and portals, extracts line items, three-way matches them against POs and receipts, and routes exceptions for approval. It schedules clean invoices for payment within terms and posts everything to your accounting system with an audit trail.
An agent that watches your aging report, sequences email payment reminders to your business customers (B2B invoices only, never consumer debts) by account and relationship, and offers payment plans within pre-set terms. It escalates disputes and hardship cases to a human and logs every promise-to-pay.
An agent that pulls bank feeds and your ledger, matches transactions automatically, and categorizes and proposes journal entries for the unmatched. It flags suspicious or duplicate transactions and holds all entries for accountant approval before posting.
An agent that drives the close checklist, kicking off accruals, reconciliations and inter-company entries in dependency order, chasing owners for their sub-tasks, and tracking readiness in real time. It blocks the close from advancing until each control passes and a controller signs off.
An agent that reviews every submitted expense against your policy, receipts and duplicate history, auto-approving clean claims and flagging violations with the specific rule cited. It routes edge cases to managers and builds a spend-anomaly report for finance.
An agent that pre-checks each payroll run for anomalies — missing hours, out-of-band pay changes, pay-code mismatches, and missing tax-setup fields — before it's committed. It gives payroll a triaged exception list with proposed fixes and holds high-risk items for payroll's sign-off.
An agent that runs client/vendor tax-document gathering season: identifying who owes what, sending reminders, validating uploads for completeness, and chasing missing items until the file is complete. It flags mismatches (e.g. W-9/TIN issues) and hands a ready package to the preparer.
An agent that intakes warranty claims, verifies coverage and serial/purchase records, requests missing evidence, and adjudicates within policy to approve, deny or route repairs. It drafts the customer decision letter and escalates ambiguous claims to a specialist.
An agent that reads each new support ticket, resolves the ones it can from your knowledge base with a grounded answer, and routes the rest to the right queue with a diagnosis and priority. It enriches tickets with account context and flags likely churn or escalation risk.
An agent that monitors reviews across Google, Yelp, marketplaces and app stores, drafts on-brand responses tuned to sentiment and issue, and routes serious complaints to a manager before posting. It tracks reputation trends and surfaces recurring product/service problems.
An agent that monitors social platforms and communities for brand mentions, categorizes each by intent (complaint, lead, question, praise), and drafts or routes the right action. Sensitive or high-reach mentions are held for a human before any public reply.
An agent that predicts no-show risk, runs tailored reminder and confirmation sequences, and automatically fills freed slots from a waitlist when a cancellation happens. It reschedules within your booking rules and escalates VIP or sensitive cases to staff.
An agent that runs your content work from brief to publish: assigning tasks, drafting and routing for edits, checking brand and SEO guidelines, and scheduling approved pieces across channels. It keeps the editorial calendar in sync and blocks anything that fails a required check.
An agent that crawls your site, diagnoses technical and on-page SEO issues (broken links, missing meta, thin content, schema gaps, Core Web Vitals), and applies the fixes it's authorized to make via your CMS. Riskier changes are staged as a diff for approval, with a rollback path.
An agent that continuously crawls your site for broken links, orphan pages and sitemap errors, then fixes redirects and regenerates the sitemap within rules. It queues ambiguous 404s (delete vs redirect) for an editor and reports what it repaired.
An agent that scans your site against WCAG, prioritizes violations by severity and traffic, and applies safe remediations (alt text, ARIA, contrast, focus order) through the CMS. Structural changes are proposed as diffs for a developer to approve.
An agent that ingests each new long-form episode, extracts the best moments, and produces platform-tailored clips, captions, show notes, and social posts scheduled across channels. It routes anything sensitive or off-brand to a human before publishing.
An agent that gathers candidate stories from your sources, curates and summarizes them to your editorial voice, assembles the issue, and schedules the send after a human approves the final draft. It personalizes sections by segment and tracks engagement to refine future issues.
An agent that runs new-hire onboarding across IT, HR and facilities: creating accounts and access within role policy, ordering equipment, scheduling training, and tracking every task to completion. Access grants beyond baseline require a manager's approval.
An agent that watches your monitoring and alerting stack, correlates related alerts into a single incident, enriches it with recent deploys and logs, and proposes a probable cause and severity. It pages the right on-call, opens the incident channel, and drafts the status update — executing remediation only from an approved runbook.
An agent that continuously baselines your logs and metrics, detects anomalies, and runs a scripted investigation — querying traces, correlating with changes, and narrowing to a likely cause. It files a findings ticket with evidence and recommends a fix, escalating to an engineer for any action.
An agent that ingests vulnerability scans and advisories, correlates them to your actual asset inventory, prioritizes by exploitability and exposure, and opens remediation tickets with the fix. It can stage patches in non-prod but requires change approval before any production rollout.
An agent that continuously analyzes your cloud spend, identifies idle, oversized and untagged resources, and quantifies savings for each. It applies safe, reversible fixes (stop idle, rightsize dev) within policy and holds production changes for engineering approval.
An agent that intakes change requests, assesses risk and blast radius, checks for conflicting changes and freeze windows, and assembles the approval package for the CAB. It auto-approves low-risk standard changes within policy and routes the rest with a recommendation.
An agent that handles new-matter intake: capturing the inquiry, searching your client/matter database for potential conflict matches, routing by the practice areas you define, and assembling the engagement package. Every potential match and the final conflict decision go to an attorney before any engagement letter goes out; it never gives the enquirer legal advice.
An agent that parses an incoming RFP into a requirements matrix, drafts answers from your approved content library, flags gaps needing an SME, and assembles a compliant response document. It tracks deadlines and holds the final for a bid-owner's approval before submission.
An agent that takes a new property listing, generates channel-tailored copy and media sets, publishes to portals and social, and keeps status (price, availability) synced across all of them. It corrects portal rejections automatically and flags policy issues for the agent.
For landlords and property managers juggling repair requests by phone and text. The AI takes each request, decides how urgent it is, picks a suitable contractor, and books the job within your budget rules. Tenants get updates, and emergencies or costly jobs come straight to you.
An agent that scans grant databases and funder sites for opportunities matching your mission and eligibility, ranks them by fit and effort, and drafts applications from your organizational content library. It tracks deadlines and holds each application for a program lead's approval.
An agent that analyses the donor profiles already in your CRM (giving history and engagement with your organisation — no external wealth screening or third-party enrichment), segments them, and drafts personalized stewardship touches tied to each donor's history. Major-gift outreach is held for a gift officer's approval before send.
An agent that tracks each pet's vaccination and wellness schedule, sends owners timely reminders, and books due appointments into open slots. It handles reschedules, flags overdue high-risk cases for staff, and keeps the practice records in sync.
An agent that analyzes item-level sales and food costs, recommends menu and pricing changes to boost margin, and translates the resulting demand into supplier orders. It drafts orders against par levels and holds them for the manager's approval before sending.
An agent that manages reservations across channels, predicts no-shows and cancellations, and dynamically balances overbooking and waitlists to maximize covers without turning guests away. It coordinates confirmations and escalates VIP and large-party conflicts to a host.
An agent that nurtures prospective adult students and parents/guardians (it never messages minors directly) through the enrollment funnel: answering questions, chasing incomplete applications, scheduling tours, and moving records forward in your SIS. It escalates financial-aid and special-case questions to admissions staff.
An agent that scores members on churn risk from usage and billing signals, and runs tailored save interventions — check-ins, offers within policy, class recommendations — before they cancel. A member cancelling sees at most one save offer they can decline in a single click — cancellation is never blocked or delayed — and offers beyond policy are escalated to staff.
For spas and salons that want clients to discover packages and add-ons without pushy selling. The AI learns each client's past treatments and preferences and suggests the right extra at booking, before the visit or afterwards. It respects consent and message limits, and staff handle sensitive or high-value offers.
An agent that takes a shipment request, gathers rates across carriers and modes, applies your routing rules and constraints, and books the winning option. It generates documentation, schedules pickup, and holds any quote above a threshold for a human's approval.
An agent that tracks every shipment across carriers, detects delays, misroutes and delivery exceptions in real time, and takes corrective action — rebooking, filing claims, notifying customers — within policy. It escalates high-value or unrecoverable exceptions to an ops manager.
An agent that assembles export/import documentation for each shipment — suggesting HS codes for your customs broker to confirm, and preparing commercial invoices and packing documents. It flags missing or inconsistent documents and holds submission for your customs broker's sign-off.
An agent that intakes service jobs, matches the right technician by skill, location and parts availability, and builds the optimized daily route and schedule. It handles reschedules and emergencies dynamically, keeps customers informed, and escalates SLA-breach risks to a dispatcher.
An agent that tracks vehicle telematics and service intervals, predicts upcoming maintenance, and schedules service into shop capacity while minimizing downtime. It orders parts ahead, keeps service records current, and escalates safety-critical faults immediately.
An agent that ingests inspection data and images from the line, classifies defects, correlates them to batches and machines, and opens non-conformance cases with root-cause hypotheses. It triggers containment steps within policy and escalates systemic quality trends to engineering.
An agent that takes a BOM, finds compliant parts and suppliers, checks availability, lead time and lifecycle status, and identifies alternates for at-risk components. It builds a costed, risk-flagged sourcing plan and drafts POs held for an engineer/buyer's approval.
An agent that reconciles orders, inventory and pricing across your distributors and your ERP, catching mismatches, missed EDI messages and stale price files. It corrects the discrepancies it's authorized to and files the rest as cases for the channel team.
An agent that validates trade-promotion and rebate claims from partners against contract terms and sell-through proof, clears valid claims for payment, and disputes invalid ones with evidence. It flags claim-fraud patterns and escalates high-value disputes to the trade-marketing lead.
An agent that drives a deal from configured quote through approval, order, invoicing and payment, enforcing pricing/discount policy and keeping CRM, CPQ and ERP in step at each stage. Out-of-policy discounts and large deals route to the right approver before proceeding.
An agent that processes partner/reseller deal registrations: checking for channel conflict and duplicates, validating eligibility, and approving or routing each within program rules. It notifies partners of decisions and keeps the partner portal and CRM in sync.
An agent that runs post-shoot delivery: culling and organizing images, generating watermarked proofing galleries, sending them to clients, and handling selections, revision requests and final delivery. It enforces contract deliverables and escalates scope changes to the photographer.
An agent that manages event logistics: sourcing and booking vendors against the run-sheet, tracking contracts, deposits and deliverables, and chasing outstanding items as the date approaches. It flags budget overruns and timeline risks and escalates critical gaps to the planner.
An agent that researches brands aligned to a creator's audience and values, builds a fit-scored target list with contact paths, and drafts personalized pitch outreach with the creator's media kit. Every pitch is held for the creator's approval before send.
An agent that finds user-generated content mentioning your brand, requests usage rights from creators, tracks consent, and files the licensed assets with their permissions into your DAM. It blocks any asset from use until rights are confirmed and logged.
An agent that handles inbound service inquiries, asks the qualifying questions, estimates a quote from your pricing rules, and books the job into the crew's schedule. It sends confirmations and prep instructions and escalates complex or high-value jobs for a human estimate.
An agent that intakes vehicle issues and inspection findings, builds a parts-and-labor estimate from your catalog and labor guide, checks parts availability, and sends the customer an approval request. On approval it orders parts and schedules the bay; it escalates safety and warranty issues to a service advisor.
An agent that audits each franchise location against brand standards using submitted photos, POS data, reviews and checklists, scores compliance, and opens corrective-action tasks with deadlines. It tracks remediation across locations and escalates repeat or severe violations to the franchisor.
An agent that manages every location's local listings and reviews at scale: keeping NAP data accurate across directories, responding to reviews per location in brand voice, and fixing listing inconsistencies. It flags reputation dips and duplicate/rogue listings for the marketing team.
An agent that watches transaction and account-behavior signals, correlates them into fraud cases with a risk score and the contributing evidence, and takes protective action (hold, step-up verify) within policy. It queues borderline cases for a fraud analyst and never blocks a customer beyond policy without review.
An agent that watches support tickets, product changes and doc-feedback signals to detect stale, missing or contradictory knowledge-base content, and drafts updates grounded in the source of truth. Each change is staged for an owner's approval before publishing, with a redline of what changed.
An agent that tracks all your software and vendor contracts, alerts owners ahead of renewal and auto-renew dates, and analyzes usage to recommend renew, renegotiate or cancel. It assembles the renewal decision package and routes it to the budget owner for approval.
An agent that assembles funder and program reports by pulling outcome metrics from your systems, mapping them to each funder's required format, and drafting the narrative grounded in the data. It tracks reporting deadlines and holds each report for a program lead's approval before submission.
For subscription companies whose revenue schedules break every time a contract is upgraded, downgraded or cancelled mid-term. It reads the changed contract and billing history, recalculates the schedule using the policy your controller wrote down, and posts the adjusting entry, holding large adjustments for sign-off.
For software and hosting companies that promise uptime in contracts and work out credits by hand. It watches your status page and monitoring, applies each customer's actual SLA terms, calculates the owed credit when a breach happens, and posts it to billing, holding tricky cases for finance.
For subscription businesses where customers quietly use more seats, calls or storage than they are billed for. It compares live usage with billing and contracts, drafts billing corrections for your finance team to approve, and creates upsell tasks for account owners when the gap is large.
For subscription businesses losing customers to expired or declined cards. It reacts to card failures as they happen, retries at better times, sends friendly card-update reminders and keeps subscription status current.
For sales teams waiting days for discount approvals. It checks every quote against your pricing and discount rules as reps build it, approves quotes within policy instantly, and sends others to the right approver with the exact rule broken highlighted.
For companies whose contracts hold renewal dates, volume commitments and agreed price changes that get missed. It copies these from your contracts, compares them with what you deliver and bill, and gives your team a task with the details before each one comes due.
For businesses with stock in more than one store or warehouse. The AI watches stock levels everywhere, spots where an item is about to run out, and creates the transfer from a location that has too much. Big transfers wait for your manager to approve.
For businesses that reorder the same supplies again and again. The AI asks your suppliers for price and terms by email or portal, haggles only inside the limits you set, and places the order when the deal fits. Anything outside your limits goes to a person with the full conversation attached.
For delivery businesses running their own vans or trucks. When a vehicle breaks down, runs late or goes off route, the AI moves the load to another free driver and tells the customer the real new arrival time.
For software companies running their own servers in the cloud. When monitoring shows a known problem, the AI applies only the fixes you approved in advance, like restarting a crashed service, and logs everything. Anything unusual goes to your on-call engineer.
For companies whose IT help desk drowns in password resets and access requests. The AI reads each ticket, fixes the routine ones directly in your user directory, and closes the ticket. Anything unusual is passed to a technician with notes.
For employers whose HR team answers the same staff requests every day. The AI handles simple ones like address changes, document requests and policy questions, updating your HR system directly. Anything personal or sensitive goes to a person.
For teams running AI agents that take actions for customers. We record every step your agents take, then replay those real runs against any change before it ships so you see exactly what broke.
For businesses whose AI agent reads emails, pages or tickets and can take actions. We attack it like a real intruder would, show every trick that worked, fix each hole and keep testing on every release.
For subscription businesses losing customers quietly. The AI notices accounts drifting away from real usage and billing signs, then acts: a helpful in-app nudge, a task for the account owner, or an offer within limits you set.
Marketplace warehouses lose and damage stock and often forget to pay you for it. We check their reports against your shipments every week, file the claims with proof, and track the money until it lands.
We look at which of your paid software accounts are actually used. With your approval we remove unused ones, move their files to the right person, and show you what you saved.
We match every hour worked and every material bill to the job it belongs to, and show you how each job is doing against its quote — while there is still time to fix it.
When the customer asks your crew for something extra, we catch it from their messages, price it, and get the customer to approve and sign before the work is done — then add it to the bill.
We read every supplier invoice, compare each item's price to what you agreed or paid before, and flag any increase so you can push back with one tap.