AI Strategic Services
You "vibe coded" a slick business app... You have customers using it, but now it's not working! Let us take care of the code so you can take care of your customers. We turn your Lovable, Replit, Claude Code, Codex or other app into a reliable platform with support.
Testimonials
When I launched Source of Sources, Andy built the critical software app I use daily. You can count on him to get things done and to be there for support whenever there's a problem to solve.
We hired Andy for a complicated AI-related software project. He built a customized and beautiful app for us that has streamlined our process significantly and is helping us serve many more clients than before. We appreciate that he's very professional and attentive to details.
In my voluntary work for the CRM CoE Alliance, I have been advised and supported by Andy Roy. His deep expertise in AI has helped me adopt and apply it myself, and for years, I have counted on Improvize to help me build applications for Alliance members.
We worked with Improvize to apply Generative AI to the Environmental, Health and Safety domain. Andy showed us how we could push past hallucination to build an expert system grounded in thousands of pages of OSHA regulations.
Services
How does AI help your business scale? The simplest way is by automating manual business processes with software applications. Past: This meant deploying expensive, generic software to be configured and customized. Today: your requirements turn into business apps in a matter of weeks. (No licensing. No need to learn vendor process.)
Agentic AI truly enables business at the speed of thought. What used to take a week gets done in hours.
Automate workflows that require reasoning and decision-making based on business rules and unstructured documents.
Emerging Trends and Best Practices
Claude Opus 5 is a step change improvement for this tier powering long-running agents while delivering improvements in coding and professional work. Opus 5 is much stronger at verifying its work and iterating carefully until it succeeds. In evaluations and early-access testing, we and our users found many examples of Opus 5’s agency and thoroughnes
I have been very impressed with Opus 4.8 so this is great news. I'm looking forward to updating some of my workflows with Opus 5.
Earlier this week, Google DeepMind Chief Executive Officer Demis Hassabis unveiled a proposal for a new international watchdog that would do "rigorous" tests and reviews of cutting-edge AI models before release.
Users are discovering that OpenAI's Codex desktop app devours local resources at absurd scale. One reported 150GB of network traffic in a single month, roughly five straight days of 4K video, all from a tool that writes code. A V2EX user logged 4.8TB of SSD writes in a month, with Codex merely idling in the background. The cause is its architecture: a persistent WebSocket connection, a cloud sandbox that shuttles code back and forth every step, plus GitHub sync and background indexing that never fully stop.
Don't use Codex Desktop yet.
Six of the most influential minds in artificial intelligence joined the Financial Times Live for an exclusive conversation on how their breakthroughs and the current state of AI are shaping our world.
As usual, a lot of brilliant observations by Jensen Huang.
Top economists and tech chiefs warned that AI could become dramatically more powerful over the next decade, bringing significant risks, widespread job displacement, and opportunities, such as higher living standards.
I think in the long view we will realize we were wrong. There will be more jobs and prosperity in the wake of the AI revolution.
India being a major IT services exporter has the software talent to build AI applications for the globe, but securing unfettered access to foundational models remains a key risk to its ambitions as countries are increasingly attaching strategic importance to this technology.
“AI can step in and do a lot of the tedious work that very specialized doctors or medical professionals do to speed up that process — get to more accurate diagnoses, faster so you can treat more people,” he said. “This is an industry where a lot of what doctors are doing, and nurses and others, is pattern recognition.”
A new artificial intelligence tool is helping clinicians parse through records faster — generating relevant patient summaries, organizing documents in chronological order and making them easier to search.
Curated reading
Claude Opus 5 is a step change improvement for this tier powering long-running agents while delivering improvements in coding and professional work. Opus 5 is much stronger at verifying its work and iterating carefully until it succeeds. In evaluations and early-access testing, we and our users found many examples of Opus 5’s agency and thoroughnes
I have been very impressed with Opus 4.8 so this is great news. I'm looking forward to updating some of my workflows with Opus 5.
Earlier this week, Google DeepMind Chief Executive Officer Demis Hassabis unveiled a proposal for a new international watchdog that would do "rigorous" tests and reviews of cutting-edge AI models before release.
“AI can step in and do a lot of the tedious work that very specialized doctors or medical professionals do to speed up that process — get to more accurate diagnoses, faster so you can treat more people,” he said. “This is an industry where a lot of what doctors are doing, and nurses and others, is pattern recognition.”
A new artificial intelligence tool is helping clinicians parse through records faster — generating relevant patient summaries, organizing documents in chronological order and making them easier to search.
Articles
Strategic use of generative AI falls into two areas. First, there is "amplification", doing the same task better (faster, cheaper or larger scale). Second, there is "transformation", new behaviors, markets and institutions. Leaders must recognize the opportunity or need for change and reorganize around a new baseline.
Even with coding agents, we need people we can trust to make tricky tradeoff decisions, choices that are a matter of taste and preference for the systems we rely on to serve our customers.
Cross channel marketers for the past two decades have tried and failed to unify the customer journey but AI Agents will finally present an opportunity for a customer to feel like she is connecting with someone who knows her. AI reduces the cost of personalization and true one-to-one marketing, sales and service.
About Improvize
Improvize LLC applies AI to streamline business processes and improve customer experience. AI agents use reasoning, data and context to apply business rules without human effort per transaction. Human insights still guide the AI but AI generates outputs faster than a person ever could. Wherever there is a bottleneck, a constraint in your business today, there are novel ways to unlock and accelerate value creation using AI.
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