Andela supplies the engineering teams and training behind production AI
Explore Andela’s AI engineering talent, delivery services and agentic training, including how to scope work and interpret public cost examples.
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One independent blueprint for each company. Understand the products, audiences, workflows and pricing behind AI businesses.
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Centific connects expert data work with enterprise AI operations
Centific combines OneForma, Data Canvas and AI Data Foundry to collect, review and govern data for AI models and agents.
CGI connects document intelligence with enterprise process delivery
Explore CGI PulseAI, document processing, deployment choices and a proposed invoice-exception workflow, with commercial questions to resolve.
CloudFactory connects AI data preparation with production oversight
CloudFactory combines managed data work, AI orchestration and human oversight for teams taking models into production.
Defined.ai supplies licensed datasets and human feedback for AI development
Explore Defined.ai’s training datasets, collection and evaluation services, with practical guidance on data fit, licensing and commercial access.
DYNA Robotics connects robot learning with real commercial workflows
How DYNA Robotics turns foundation models into physical work, from commercial folding deployments to the new Dyna-2.1 agent.
Endava organizes AI-assisted software delivery around governed change
Explore Endava Dava.Flow, its four delivery phases and a proposed software-change pilot, with commercial and operational questions for buyers.
Evalueserve applies domain expertise to enterprise data and AI workflows
Explore Evalueserve’s data and AI services, governed enterprise knowledge workflows, engagement model and practical implementation tradeoffs.
Genpact brings agentic AI into finance operations and exception handling
Understand Genpact AI Maestro, AP Suite modules and a proposed invoice workflow, with clear boundaries around projected benefits and commercial terms.
Handshake brings professional expertise into AI training and agent evaluation
Handshake combines a career network, paid AI contributor work and enterprise services for training and evaluating models and agents.
iMerit joins expert reviewers and annotation tools for demanding AI data
A guide to iMerit, its Ango Hub platform and expert-led data workflows, including the company’s current ownership by EXL.
Innodata turns domain expertise into AI training data
Innodata combines multimodal data collection, specialist annotation and human preference feedback for model builders and enterprise AI teams.
LTM BlueVerse connects enterprise agents with context and commercial controls
Explore LTM, formerly LTIMindtree, BlueVerse Foundry, Knowledge Fabric and outcome-based commercial models for enterprise agent workflows.
MathCo connects governed data and AI with business decision workflows
Explore MathCo NucliOS, Data Studio, AI Studio and Decision Studio through a proposed assortment-planning workflow and clear commercial questions.
Mphasis uses enterprise knowledge to guide AI-assisted modernization
Understand Mphasis NeoIP, NeoZeta and NeoCrux, with a proposed legacy-system migration workflow and the commercial questions that matter.
Persistent brings shared context and governance to AI engineering
Explore Persistent Systems, SASVA 4.0 and a proposed shared engineering workflow, with deployment choices and commercial questions to resolve.
Sama builds managed annotation and validation around model quality
How Sama combines a dedicated data workforce, annotation software and quality calibration for computer vision and generative AI.
Standard Bots combines industrial arms with AI programming and vision
Explore Standard Bots robot arms, AI skills, current starting prices and the work needed to commission a useful manufacturing cell.
TELUS Digital supplies human expertise for AI training and evaluation
How TELUS Digital combines expert data production, multilingual evaluation and managed operations for AI teams.
Tennr connects patient intake, payer criteria and operational follow-through
Understand Tennr’s patient orchestration platform, referral workflows, commercial access and the controls needed for healthcare operations.
Amphenol connects the chips, boards and racks in AI systems
Amphenol’s AI portfolio spans high-speed cable assemblies, board connectors and power interconnects. The useful decision is which physical channel fits a server architecture and can be qualified for production.
Apify packages web data collection into tools for AI systems
How Apify Actors, datasets and MCP fit web data pipelines, with current pricing and a proposed catalogue-change workflow.
Basware applies AI to the work around supplier invoices
Basware combines invoice processing, matching and coding assistance. Evaluate the exceptions and ERP handoffs that determine whether automation is usable.
Bright Data supplies the web data behind AI workflows
A web data platform combining structured scrapers, managed browsers and agent tools, with a shared free tier and product-specific usage meters.