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AI Agents for Financial Services

Financial firms run on sensitive data, strict regulators, and zero tolerance for downtime. Tekscape builds production AI agents and runs the managed IT underneath them — so reconciliation, reporting, and compliance monitoring run continuously instead of by hand.

Tekscape is a Managed Intelligence Provider in NYC that deploys and runs private AI agents for financial services firms on hardware the firm owns or in its own Microsoft Azure subscription, so client financial data stays under the firm's control, and manages the IT infrastructure underneath them. We deploy agents for billing and payment reconciliation, automated reporting and scorecards, document and email intake, security and compliance monitoring, and Microsoft 365 Copilot — connected to the systems firms already run (Microsoft 365, QuickBooks, Salesforce, ConnectWise, custom APIs) and hardened on a six-week pilot-to-production path. Led by CCIE-certified veterans with 18+ years of enterprise IT and Microsoft Cloud Solution Provider status, Tekscape pairs that automation with proactive cybersecurity, 24/7 monitoring, secure cloud, and disaster-recovery planning built for regulated data.

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The operational reality of running IT in financial services

In financial services, three things are non-negotiable at once: protecting sensitive client data, staying compliant with regulators, and keeping operations running without interruption. A single breach, an unplanned outage, or a missed control can turn into a costly incident, a compliance finding, and lost client trust in the same week. The work that proves compliance — reconciliations, audit evidence, security monitoring, reporting — is also the work that quietly eats the most analyst hours.

Most of that work is still manual and periodic. Reports get rebuilt by hand, accounts get reconciled at month-end, and anomalies hide in the gap between review cycles. Tekscape closes that gap two ways: we build production AI agents that handle the repetitive, continuous work, and we run the managed IT and security underneath them so the whole stack stays current, monitored, and audit-ready.

We are a Managed Intelligence Provider, not an AI shop that has never touched enterprise infrastructure. Led by CCIE-certified veterans with 18+ years of enterprise IT and Microsoft Cloud Solution Provider status, we run our own operations on the same production agents we build for clients — so when we deploy an agent into a regulated environment, it is hardened, monitored, and security-reviewed, not a demo.

What Tekscape's agents and managed IT do for financial firms

Each agent connects to systems your firm already runs and ships on the six-week pilot-to-production path: Discovery & Design, Prototype & Validate on live data, then a hardened Production Deployment. Below are the applications that matter most in finance.

Billing & Reconciliation Agents

Agents reconcile invoices, contracts, and payments across multiple systems to surface discrepancies and revenue leakage that manual, month-end review routinely misses. Instead of a once-a-month spreadsheet pass, every transaction is checked continuously with an audit trail on each finding.

What it does

✓Reconciles billing, contracts, and payments across QuickBooks and connected systems

✓Surfaces discrepancies and revenue leakage as they happen, not at month-end

✓Leaves an audit trail on every flagged item

Reporting & Scorecard Agents

Agents turn live operational and financial data into dashboards, scorecards, and executive reports generated on demand instead of assembled by hand. The weekly rebuild of the same report from a legacy system gets replaced by a live data layer the team can query directly.

What it does

✓Generates executive reports and scorecards from live data on demand

✓Replaces hand-built, periodic reporting

✓Lets the team ask questions instead of copying cells

Security & Compliance Monitoring

Continuous monitoring agents enforce policy, flag violations, and surface anomalies faster than periodic review — and collect the evidence that audits require. Paired with our managed security stack, compliance posture stays current rather than reconstructed before each examination.

What it does

✓Monitors policy and flags violations continuously

✓Automates evidence collection for audits and risk assessments

✓Keeps compliance posture current between review cycles

Document & Email Intake Agents

Agents read inbound documents and emails, extract the structured fields that matter, validate them against your business rules, route each record to the right system, and notify the team in real time — clearing the manual keying and routing that buries operations teams.

What it does

✓Reads documents and emails and extracts the fields that matter

✓Validates against your rules and routes to the right system

✓Notifies the team in real time, around the clock

Microsoft 365 Copilot & Managed IT

Custom Copilot extensions and Power Automate flows plug AI into the Microsoft 365 tools your team already uses, deployed by certified Microsoft engineers. Underneath sits the managed foundation: 24/7 network and cybersecurity management, secure cloud for data storage, and disaster-recovery and business-continuity planning.

What it does

✓Builds custom Copilot agents and flows on Microsoft 365

✓Pairs with 24/7 monitoring and proactive cybersecurity management

✓Backs the stack with secure cloud and disaster-recovery planning

Why financial firms choose Tekscape

18+ years of enterprise IT, AI-first

AI in a regulated environment needs infrastructure, security, and integration to work. Led by CCIE-certified veterans with 18+ years of enterprise IT, we bring all three — most AI shops do not understand the enterprise IT that financial firms depend on.

Connected to the systems you run

We specialize in production connections to Microsoft 365, QuickBooks, Salesforce, ConnectWise, Azure, and custom APIs — not sandbox demos. As a Microsoft Cloud Solution Provider, the Microsoft 365 and cloud layer is core to what we deliver.

We run these agents ourselves first

Before we deploy an agent for a client, we run it on our own operations — financial reconciliation, reporting, security monitoring, and forecasting all run on production agents we built. When we commit to six weeks to production, it is because we have done it on ourselves.

Outcome-first, hardened, monitored

Every engagement starts with a measurable target — hours saved, dollars recovered, errors eliminated — and ends with a deployment that is security-reviewed, logged, and monitored. Production agents, not experiments.

Let's get started

Built for Finance.

We understand the regulatory and operational realities of the finance. Let's talk about how Tekscape fits.

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Evidence

Key facts

General information, not legal advice. Confirm your obligations with counsel.

NYDFS Part 500 creates a Class A tier for the largest covered entities. They have at least $20 million in gross annual revenue in each of the last two fiscal years from the entity's operations plus its affiliates' New York operations, and either an average workforce above 2,000 over the last two fiscal years or more than $1 billion in total gross annual revenue. Class A companies must conduct independent audits of their cybersecurity programs.
Source: Second Amendment to 23 NYCRR Part 500, 2023-11-01
SEC rules require public companies registered with the SEC to file a Form 8-K under Item 1.05 within four business days of determining that a cybersecurity incident is material.
Source: SEC Release 33-11216, Cybersecurity Risk Management, Strategy, Governance, and Incident Disclosure (final rule), 2023-07-26

FAQ

Frequently asked questions

What does Tekscape actually do for a financial services firm?

Two things, together. We build custom production AI agents for the repetitive, continuous work — billing and payment reconciliation, automated reporting and scorecards, document and email intake, and security and compliance monitoring — and we run the managed IT and security underneath: 24/7 network and cybersecurity management, secure cloud, disaster recovery, and compliance audits. The agents connect to the systems you already run, including Microsoft 365, QuickBooks, Salesforce, and custom APIs.

How does Tekscape help with compliance and audits?

Our security and compliance monitoring agents enforce policy continuously, flag violations, and automate the evidence collection that audits require — so your compliance posture stays current between review cycles instead of being reconstructed before each examination. That sits on top of our managed services: regular security audits, risk assessments, data backup, and disaster-recovery planning designed to safeguard sensitive financial data and meet regulatory standards.

How fast can you get an agent into production?

Pilot to production in six weeks. Weeks 1–2 are Discovery & Design — we map your highest-cost manual workflows and deliver an AI Opportunity Blueprint. Weeks 3–4 are Prototype & Validate — we build a working prototype in your environment, connect to live systems, and test against real data with your team. Weeks 5–6 are Production Deployment — we harden the agent, lock down security and access controls, and configure monitoring, logging, and alerting.

Can you connect AI to the financial systems we already use?

Yes. We specialize in production connections to Microsoft 365, QuickBooks, Salesforce, ConnectWise, Azure, and custom APIs — real integrations, not sandbox demos. We started in enterprise IT, with 18+ years of infrastructure, security, and integration experience, and as a Microsoft Cloud Solution Provider the Microsoft 365 and cloud layer is central to how we deploy.

Why a Managed Intelligence Provider instead of a separate AI vendor and IT provider?

Agents in a regulated environment only work if the infrastructure, security, and integration around them are sound. As a Managed Intelligence Provider, Tekscape builds and runs the agents and the managed IT underneath them, so the agents we build and the IT we run are designed together — hardened, monitored, and security-reviewed. We run our own operations on the same production agents we build for clients, and we are based at 131 West 35th Street, 5th Floor, New York, serving the NYC and New Jersey area; reach us at (855) 835-7227.