AI agents for New York businesses that work inside your systems and your controls.
An AI agent reads a request, decides what to do next, uses your tools and hands off to a person when it should. We build them for companies across New York and run them on Eastern-time schedules. Cloudsoft Industries LLC, a Delaware limited liability company. We serve clients worldwide; our engineering team works from Colombia (UTC-5).
Book a scoping call →What an agent does that a chatbot or RPA script does not
A chatbot answers questions. A robotic process automation script repeats clicks in a fixed order and breaks when a screen changes. An agent sits between them: it interprets an incoming email, document or message, chooses among the tools it has been given, takes the step, checks the result and escalates when the case falls outside its rules. That fits work that is repetitive but never identical, which describes most operations in New York's large industries. A reconciliation break at a Midtown firm, a permissions request at a publisher and a vendor invoice on a managed building each look different every time, yet follow patterns a well-built agent can handle. We keep agents narrow on purpose, with defined tools, clear limits and a human approval step wherever a mistake would cost real money or reach a client or regulator.
Agent use cases across New York industries
The table lists the agents we scope most often for New York teams. They are illustrative starting points, not results from past work; the Readiness Sprint decides which ones fit your data, volume and risk level.
| Industry | Typical agent | Connects to |
|---|---|---|
| Financial services | Onboarding-file and reconciliation-break agent | Core platforms, case queues, email, reporting tools |
| Media and publishing | Rights, permissions and contributor-invoice agent | Content systems, contracts, accounting tools |
| Healthcare | Referral and prior-authorization packet agent | Scheduling, document storage, payer portals |
| Real estate | Lease-abstraction and property-request agent | Property-management software, document storage, email |
| Professional services | Matter-intake and document-review support agent | Practice or project systems, document repositories |
New York City finance: agents for operations and compliance teams
Financial-services operations are exception work. A new client file arrives missing a document, two systems disagree about a balance, a trade-support queue fills with questions that need history. An onboarding agent can check a file against the checklist, request missing items from the relationship owner and keep a clean record of who was asked and when. A reconciliation agent can compare the two sources, explain the likely cause of each difference from the transaction history and queue it for an analyst with evidence attached. Compliance review stays with compliance: the agent assembles the packet and the reviewer decides. Every action is logged in a form a supervisor or examiner can follow.
Media, publishing and the creative back office
Publishers and media companies run on permissions, contributor agreements and invoices. A rights agent can read an incoming request, find the relevant contract or license, summarize what is permitted and for how long, and draft a response for a rights manager to approve. A contributor-invoice agent can match invoices to commissioning records and flag the ones that do not reconcile. Editorial teams can use a research agent to pull together archive material and prior coverage before a story is assigned. Editorial judgment and final approval stay with people; the agent removes the searching and the chasing.
Real estate and professional services: documents that become decisions
Property managers and brokerages handle leases, notices, vendor invoices and closing checklists across many buildings. A lease agent can extract key dates, options and obligations into a structured summary and flag unusual clauses for a person to read. An invoice agent can propose the account coding and route anything that exceeds a threshold. Law, accounting and consulting firms use the same pattern on their own paperwork: a matter-intake agent can collect the facts, check for conflicts against the firm's records and prepare the engagement documents for a partner's review.
Running agents on Eastern time with oversight built in
An agent keeps running after the project ends, so we design operations alongside the build. Alerts, evaluation runs and escalations follow your Eastern business day, and the Colombian clock matches yours in winter. Every agent logs what it read, which tool it called and why, so a supervisor or auditor can reconstruct a decision. For firms covered by the NYDFS cybersecurity regulation, access scopes, credentials and data flows are documented in a form your third-party oversight process can review. Personal data is limited to what each step needs and the system runs in your cloud accounts. We hold no SOC 2 or other certification; we build to the controls your own review requires.
Scope, price and ownership
AI agents start at $18,000, and the AI Readiness Sprint at $4,500 comes first for most teams so the build starts from a ranked, costed plan. After launch, AgentOps at $1,500/month covers monitoring, evaluation and updates. Contracts and invoicing in USD through Cloudsoft Industries LLC (Delaware). Clients own 100% of the code and IP once each milestone is paid. Code lives in the client's repositories from day one. Mutual NDA available.
Frequently asked questions
Can an AI agent replace our operations or compliance staff?
That is rarely the goal. Agents take on the repetitive first pass, such as reading, classifying and drafting, so your analysts and coordinators spend time on judgment calls. We build approval steps wherever a mistake is expensive.
Which New York industries do you build agents for?
We scope agents for financial services, media and publishing, healthcare, real estate and professional services. The Readiness Sprint tests whether your workflow and data are a good fit before you commit to a build.
Will you work on Eastern hours?
Yes. We work remotely from Colombia, which shares the New York clock in winter and is one hour behind it in summer, so your whole business day is covered and demos and incident calls land in your day.
Should an agent screen job candidates?
Be careful. New York City regulates automated employment decision tools, so involve counsel before any agent ranks or screens candidates. We are happy to build tools that support recruiters, such as scheduling or summarizing, with a human making the decisions.
What does an AI agent project cost?
AI agents start at $18,000 after an AI Readiness Sprint at $4,500. AgentOps after launch is $1,500/month.