Skip to content

Insights

Research and perspectives from Solvd team

Client story Retiring the multi-day tax form process
The Challenge Automating tax-form mapping with a self-validating AI agent Every time a government agency issued a new tax form, an analyst at the company had to hand-map every field on that…
Client story Teaching a vision model to actually read a product photo
Solvd adapted open-weight vision-language models for e-commerce to deliver reliable, fine-grained product understanding—improving attribute extraction, multi-image reasoning, and compliance-critical detail…
Client story Turning a browse into a full outfit
Helping an e-commerce marketplace turn item-by-item browsing into complete, shoppable outfits with a production visual-commerce system that generates outfit imagery…
Client story Teaching a model to see structures inside cells
Joining an effort by biomedical research team to analyze small-sample brain cell data by building transformer-based, multi-GPU models for multimodal…

Latest insights

Retail & consumer goods AI & data engineering
Client story
Replacing seventy questions with one conversation
Creating conversational, multimodal experience that adapts in real time, extracting style preferences from chat and images…
Retail & consumer goods AI & data engineering
Client story
Letting a client see the fit before they ever try it on
Building a photorealistic try-on feature for a styling subscription, generating on-figure outfit images from customer photos…
AI & data engineering Retail & consumer goods AI advisory
Article Most retailers aren’t ready for agentic commerce – 4 keys to unlock transformation 
John Collison, Stripe’s co-founder and president, recently called keyword search a “ridiculous” way to find things…
Video Building compounding AI advantage: systems that get smarter as you scale
One context layer, the whole shopping journey Follow Maya as she shops for a date-night outfit with…
Retail & consumer goods AI & data engineering AI advisory
Client story
An AI innovations lab for retail CX
A joint AI innovations lab that lets a major U.S. apparel retailer prototype, validate, and ship…
Banking, financial services & fintech AI & data engineering
Client story
Conversational AI for self-service banking
Rebuilt a non-functional chatbot into a production-grade conversational AI system for a major U.S. credit union,…
AI & data engineering AI & data engineering
Article Mind the AI gap: Betting big with last mile engineering
Enterprise AI has long questioned whether the models are good enough, fast enough, and reliable enough….
Houston METRO
Government & public services Application development Cloud engineering
Client story
Integration of ticket purchasing into the Houston METRO app
The challenge A fragmented ecosystem After enhancing the arrival prediction system, which enabled Houston METRO to offer the most efficient bus…
AI & data engineering
Research Solvd CIO & CTO AI research 2026
Enterprises across industries have reached a stage in their AI journey where experimentation is no longer…
AI & data engineering AI advisory
Article The 10x engineer reframed: How agentic systems unlock authentic acceleration
The ceiling on individual contribution In 1968, a study reported something that would echo through software culture…
Healthcare, life sciences & healthtech Application development
Client story
Spire Health: building a remote patient monitoring device for breathing and pulse tracking
Spire Health was a lifestyle wellness device with a companion application that analyzed users’ breathing patterns to make one healthier and improve their mood….
NeirIPS
AI & data engineering
Research NeurIPS 2025 Best Paper Award: Why 1000-layer networks unlock new capabilities
Many researchers have scaled vision and language models using self-supervised learning techniques to generate successful gains….
    1
  • …