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Saeedreza Abbaspour is the CEO of Refact, where he works across product, engineering, and sales. He sets the studio’s direction while staying closely involved in the work itself, from shaping product strategy and UX architecture to helping define the technical systems behind Refact’s projects. His role connects business thinking with hands-on product execution, giving him a practical view of how software should be planned, built, launched, and improved. At Refact, Saeedreza focuses on building a studio that can move quickly, solve real client problems, and turn ideas into reliable digital products.
Do the numbers for a senior AI engineer in New York and you are looking at $350,000 to $500,000 fully loaded. Put in the salary, benefits, recruiter fees, equipment and management overhead and that is what it runs. Then look at Clarista’s 2026 compensation analysis: put the same person on staff in India, Eastern Europe […]
Most AI engagements do not fail because the model was wrong. They fail before the model is chosen. The business problem is fuzzy, the data sits in three systems nobody owns, and the launch plan stops at the demo. Stanford’s 2026 AI Index reports that 88% of organizations now use AI in some form, yet […]
You will see a wide variance in the numbers when you look at enterprise AI. Vendors will tell you their success rate is over 60 per cent, but an independent audit of such projects puts the figure for those that hit business objectives on the first try at between 20 and 35 per cent. That […]
You can take it from MIT’s NANDA initiative: after reviewing 300 enterprise generative AI deployments, they concluded some 95% had no discernible effect on the P&L. ISG came to much the same conclusion in their 2025 survey of enterprises, though they put a finer point on it by noting that of all the use cases […]
If you are thinking of putting together a generative AI startup in 2026, there is one figure from MIT’s NANDA initiative you should have at the back of your mind: some 95% of the 300 enterprise deployments they put under the microscope had little to no discernible effect on the P&L. You will not find […]
Deloitte’s 2024 outsourcing survey found that more than 70% of organizations now outsource critical technology functions. AI is part of that shift, but offshore AI developers are not a simple way to buy cheaper code. They can help product, engineering, and operations teams move faster, especially when the work is well scoped. They can also […]
Baymard Institute’s checkout research puts average cart abandonment at 70.19%. That number is not just a checkout problem. It is a reminder that ecommerce revenue is often lost in the details: product pages that do not answer buyer doubts, slow mobile experiences, unclear shipping costs, weak subscriptions, messy integrations, and internal workflows that break under […]
Most PostgreSQL vs MySQL debates start in the wrong place. They ask which database is faster. The better question is which database will create fewer product, scaling, and maintenance problems once real users start changing the shape of your data. Both are mature open source relational database management systems. Both can power serious web applications. […]
You are building a product. A customer pays, signs up, cancels, books a demo, or submits a form. Then another system needs to react. This is where founders often hit a wall. A developer asks, “Should we use a webhook or an API?” The feature sounds simple, but the decision affects speed, cost, reliability, and […]
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