Research, case studies, and strategic thinking from Saber Intelligence
Multi-agent simulation isn't science fiction anymore. MiroFish turns AI agents into a synthetic focus group that predicts how real stakeholders will react - before you commit.
AI simulation is faster and cheaper than traditional research - but it's not better at everything. Here's an honest breakdown of where it wins, where it loses, and when you should use each.
We walk through each step of a MiroFish simulation using our Zomato case study. Real agent quotes, real outputs, real insights - explained in plain English.
MiroFish is built on OASIS, a peer-reviewed simulation framework that supports 1 million agents. Here's the science, the research, and why it matters for business prediction.
53 agents, 1,572 interactions, 11 dimensions scored - all 11 correct. Here's the full story of how MiroFish predicted every aspect of the Zomato platform fee hike reaction.
Ron Johnson killed coupons at JC Penney because 'we didn't test at Apple.' Our simulation shows exactly why the strategy failed - and what it would have warned him.
Our simulation predicted the relief rally, the risk-off crash, the bond market trigger, the agriculture retaliation, and the partial walk-back - all before April 2, 2025.
Jeffrey Katzenberg and Meg Whitman raised $1.75 billion for premium short-form mobile video. Our simulation shows why the concept was dead on arrival - and the specific moment it failed.
Leo Apotheker rushed HP's $11 billion Autonomy acquisition with 6 hours of due diligence and bypassed the finance committee. Our simulation shows exactly how the governance failures accelerated disaster.
From price changes to crisis prep, here are the five strategic decisions where multi-agent simulation gives D2C brands an unfair advantage over gut instinct.
Crisis rehearsal is the gap in every PR agency's service stack. Multi-agent simulation fills it - giving agencies a new revenue stream and their clients a new level of preparedness.
Harvard researchers and simulation frameworks like ElectionSim are testing whether AI agents can model voter behavior. Here's what works, what doesn't, and where we see honest promise.
A 2025 Journal of Marketing study proved what chess already taught us: the combination of human judgment and AI capability beats either one solo. Here's how we apply that principle.
We scored 95 out of 103 prediction dimensions correctly across 10 diverse case studies. Here's a meta-analysis of where simulation excels, where it struggles, and what the patterns reveal.
The consensus S&P 500 forecast was 4,861. The actual close was 5,882. Here's why the best-paid analysts systematically miss - and what a different approach looks like.
IIMA's BPGP is India's most ambitious experiment in elite online education. We ran a multi-agent simulation before the outcomes were known. The results are striking.