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Insights

Research and perspectives from Solvd team

Retailers: don’t wait for consumer trust in Agentic Commerce
Article Retailers: don’t wait for consumer trust in Agentic Commerce – build it 
Recently, the CEO of Consumer and Community Banking at JPMorgan Chase, Marianne Lake,  stated that agentic AI was “not going to be the thing that scales rapidly.” Her reasoning boiled…
Client story Retiring the multi-day tax form process
Automating tax-form configuration for a payroll platform with a self-validating AI agent that maps fields to internal data sources, checks…
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…

Latest insights

Healthcare, life sciences & healthtech AI & data engineering
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,…
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….
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