Offshore KPO

Your Payroll Provider’s Support Got Worse. The Liability Didn’t Move.

Support quality is the wrong thing to judge a payroll provider on. The IRS is explicit that the employer is ultimately responsible for deposits and payments, and a payroll service provider or reporting agent assumes none of that liability. Here is which of the four third party payer arrangements you actually signed, how to verify deposits yourself in EFTPS instead of trusting a portal screen, the support and SOC 1 questions that matter, and how to switch at a clean quarter boundary.

Outsourcing vs Hiring Junior Accountants: How a Firm Decides

Outsourcing buys throughput on standardised work. Hiring juniors buys future reviewers and partners. A small CPA firm that outsources because hiring is hard is trading a staffing problem for a succession problem. The review arithmetic, the loaded-cost comparison, the IRC 7216 consent rules, and the hybrid sequence that actually works.

What to Check Before Outsourcing Facility Medical Billing

Facility billing is not professional billing: different claim format, different payment system, different upstream data. What a hospital outpatient department or ASC should check before signing a billing vendor, from charge master ownership and OIG position on percentage-of-collections pricing to the metrics and cutover terms that decide whether it works.

How to Run AP, AR and Payroll at $3M Without a Finance Team

Past $3M the software is not the problem: the missing piece is four written processes, one split of duties, and a close with a date on it. At $6M you bill about $16,400 a day, so seven days off your collection period releases roughly $115,000. The AP, AR, payroll and expense design, the callback control that stops payment fraud, and the order to buy bookkeeper, controller and fractional CFO.

When to Outsource Bookkeeping (It’s Not a Revenue Number)

Everyone quotes a revenue threshold. It is the wrong metric: 200 orders at an $85 average creates a sales tax filing obligation in New Jersey on about $17,000 of sales. The five events that should each trigger a review, what DIY software really gets you, and the scope questions that prevent disappointment.

Why Accounting Firms Offshore Work, and What It Really Costs

The honest economics of offshoring accounting work: the AICPA pipeline numbers driving it, why year one usually costs more than it saves, which tasks travel and which never do, the review burden seniors absorb, and what an accountant whose department is being offshored can actually do.

Boston Kendall Square AI startup: 14,000 ranked RLHF outputs from AB7’s Mohali HITL pod at $0.42 per pair

The CTO of a 47-person foundation-model startup on Main Street in Kendall Square — Cambridge MA, two blocks from the MIT Stata Center — needed 14,000 ranked-output pairs for a Llama 3.1 70B preference fine-tune by July 14. Surge AI quoted $1.85/pair ($25,900). Scale Spellbook came back at $1.60/pair ($22,400). MTurk landed at $0.74/pair, but […]