Pick a workflow to walk through
Every step is priced by an AICost engine and every control is shown on the step it protects.
Showcase workflows
Customer support + RAG
Voice and chat front door, RAG over product docs, an agent that reads the CRM and issues refunds, human review on escalation.
Engineering + coding agents
Developers hand tasks to a coding agent that reads the repo over MCP, runs tests, retries, and opens a pull request a human reviews before merge.
Generative multimedia
A brief becomes copy, images, voice-over and video in five languages, screened for brand and IP, reviewed by a person above the risk threshold.
Describe it or build it step by step, and see every step priced and governed.
Business and industry workflows
Ticket deflection with a self-service AI agent
An AI agent answers customer questions in chat, email and the help widget from the help center and past tickets, looks up the order, and either resolves the request or hands it to a person with a summary.
Agent assist with automatic case and call summaries
While a live agent talks to a customer, AI suggests answers and knowledge articles, then writes the case notes and follow-ups at wrap-up.
Voice AI agent that answers the phone line
A voice agent answers the phone line, understands the caller in their own words, checks order or account systems and completes the task or transfers to a person with context.
AI SDR for outbound prospecting and inbound lead qualification
An AI SDR researches target accounts, writes personalized outreach, answers replies and qualifies inbound leads before booking meetings for the sales team.
Call notes, CRM auto-update and deal risk alerts
AI records sales calls, writes the notes, updates CRM fields and flags deals that show risk signals.
RFP and security questionnaire answering
AI drafts answers to RFPs and security questionnaires from approved past answers and policy documents, and routes the gaps to subject experts.
Content and creative production at scale (copy and image variants)
From a campaign brief, AI produces copy and image variants for each channel, checks them against brand rules and sends them for approval.
Personalized campaigns and 1:1 email/journey content
AI writes personalized email and journey content for each audience segment or person, based on the goal and the customer data the team is allowed to use.
SEO and AI-search (GEO) content optimization
AI tracks how the brand appears in search and AI answers, finds content gaps and drafts pages to close them.
AI coding assistant and ticket-to-pull-request coding agent
Developers hand tickets to a coding agent that reads the repository, writes the change, runs the tests and opens a pull request for review.
AI code review on every pull request
AI reviews every pull request for bugs, security issues and style before a person approves it.
On-call incident investigation agent (AI SRE)
When an alert fires, an AI agent gathers logs, metrics and recent changes, proposes the likely cause and suggests the fix to the on-call engineer.
Employee self-service IT agent (password resets, access, software)
Employees ask an AI agent in Teams, Slack or the portal for password resets, access and software, and it completes approved requests by itself.
Ticket triage, routing and summarization for IT agents
AI reads each incoming IT ticket, sets the category and priority, routes it to the right team and summarizes it for the agent.
Resolution notes and knowledge article drafting
When a ticket is resolved, AI writes the resolution notes and drafts a knowledge article for review.
Touchless invoice processing in accounts payable
AI reads supplier invoices from any channel, matches them to purchase orders and receipts, and sends only exceptions to AP staff.
Month-end close: reconciliations, journal entries and variance commentary
During close, AI prepares reconciliations, proposes journal entries and drafts variance commentary for the accounting team to review.
Collections and cash application in accounts receivable
AI ranks overdue accounts by risk, drafts collection messages and matches incoming payments to open invoices.
Candidate screening and interview scheduling assistant
AI answers candidate questions, screens applications against the role and schedules interviews with the hiring team.
HR help assistant for employee questions and requests
An HR assistant answers employee questions on pay, leave, benefits and policy, and opens cases for anything that needs a person.
New-hire onboarding assistant
Once an offer is accepted, AI coordinates paperwork, accounts, equipment and first-week tasks, and answers new-hire questions.
First-pass contract review and redlining against the playbook
AI reviews incoming contracts against the company playbook, marks deviations and proposes redlines for an attorney to approve.
Legal intake triage (legal front door)
AI takes legal requests from Slack, email or forms, classifies them, answers the simple ones and routes the rest to the right lawyer.
Contract data extraction and obligation tracking
AI extracts key terms, dates and obligations from signed and legacy contracts and tracks them in the repository.
Purchase request intake and approval routing agent
Employees describe what they want to buy, and an AI agent turns it into a proper request, checks policy and routes it for approval.
Autonomous supplier negotiation for tail spend
Within limits set by procurement, an AI agent negotiates price and terms with suppliers on small, high-volume purchases.
Supplier risk and compliance review (security, privacy, tariffs)
For new and renewing suppliers, AI gathers security, privacy and trade information and drafts a risk review for approval.
Alert triage and investigation agent (AI Tier-1 analyst)
An AI analyst investigates security alerts from the SIEM, EDR and cloud tools, gathers evidence and closes or escalates each one.
User-reported phishing triage
AI analyzes emails that employees report as suspicious, decides whether they are malicious and removes bad ones from every inbox.
Detection tuning and threat hunting assistant
Analysts ask questions in plain language, and AI writes the queries, hunts across the data and suggests detection rule changes.
Pharmacovigilance case intake and ICSR processing
AI takes in adverse event reports from email, calls and literature, extracts the case data and drafts the safety report for review.
Clinical study report (CSR) and regulatory document drafting
From the protocol, analysis plan and final tables, AI drafts clinical study reports and regulatory documents for medical writers to finish.
MLR (medical, legal, regulatory) content review
AI pre-checks promotional and medical content for claims, references and required language before medical, legal and regulatory review.
Ambient clinical documentation
With patient consent, AI listens to the visit, transcribes it and drafts a structured clinical note that the clinician reviews and signs in the EHR.
Patient message (In Basket) triage and draft replies
AI sorts patient portal messages by urgency and drafts replies for nurses and physicians to edit and send.
Revenue cycle: coding, denials and appeal letters
AI suggests codes from clinical documentation, predicts denials and drafts appeal letters for the revenue cycle team.
AI scribe for independent and specialty practices
An AI scribe records the visit with consent and drafts the note for the provider to review and sign.
AI front desk: phone, scheduling, intake and eligibility
An AI front desk answers calls, books appointments, collects intake details and checks insurance eligibility.
Dental radiograph AI and treatment-plan acceptance
AI reviews dental X-rays, highlights findings for the dentist and helps explain the treatment plan to the patient.
Prior authorization (utilization management) automation
AI receives prior authorization requests, extracts the clinical facts, matches them to medical policy and approves clear cases, while any denial goes to a clinician.
Member services: agent assist and call wrap-up
While members call or chat, AI finds benefit and cost answers for the agent and writes the call summary.
Risk adjustment chart review and payment integrity
AI reviews retrieved medical records for supported diagnoses in both directions and flags payment issues for coders.
KYC/AML alert review and case investigation
AI gathers customer, transaction and screening data for KYC and AML alerts, drafts the investigation and recommends a disposition for an analyst.
Commercial credit: spreading and credit memo drafting
AI spreads financial statements and tax returns and drafts the credit memo for the underwriter.
Advisor and banker assistant (knowledge Q&A and meeting notes)
Advisors ask an AI assistant about research, products and procedures, and it writes meeting notes and follow-ups after client meetings.
Claims FNOL, triage and fraud flags
AI captures the first notice of loss, triages the claim by complexity and flags possible fraud for adjusters.
Commercial underwriting submission intake and triage
AI reads broker submissions, extracts the exposure data and ranks each submission against appetite for underwriters.
Claims and policyholder communications drafting
When a claim changes, AI drafts the letter or message to the policyholder for the adjuster to check and send.
Product content and catalog enrichment
AI turns supplier product data and images into complete, consistent product listings for every channel.
Conversational shopping assistant (agentic commerce)
A shopping assistant answers need-based questions, recommends products and helps the shopper complete the purchase.
Customer service agent (WISMO, returns, refunds)
An AI agent answers order status questions and handles returns and refunds within policy.
Predictive maintenance with technician copilot
AI watches sensor data for early signs of failure, and a copilot guides technicians through diagnosis and repair.
Visual quality inspection
Cameras on the line capture images, and AI flags defects for removal or human review.
Industrial copilot for automation engineering and operations
Engineers describe control logic or changes in plain language, and a copilot drafts the code and documentation for review and testing.