Veracity AI Pods · at a glance
AI that does real work inside your business.
What a pod is
2 to 4 senior people (an AI engineer and a technical lead who knows your industry; a domain specialist from size M) working with a fleet of AI agents inside your business. The agents do the work; our people direct it and check it. You own the output.
Who it's for
Mid-market companies of about 50 to 500 people, or one division of a larger enterprise, past the first Copilot, ChatGPT or Claude licenses and ready for AI to do real work.
How it's governed
People sign off at the decisions that matter: the design, anything touching customers, records or money, every release, anything sent outside. Audit trail on every agent action. Your environment, your tools, no lock-in. SOC 2 Type II and HIPAA-compliant platform; 150+ models.
How an engagement runs
- 1. Outside-in view. We come with a view of your industry and two or three places a pod could pay off.
- 2. Pilot. A pod on one real job, measured on speed, quality and cost against today.
- 3. Scale. Month-to-month or about six months; extend it on the evidence.
Token-metered. Each proposal states the monthly pod fee and an estimate of model usage.
Pod sizes
- S Two senior people plus agents (an AI engineer and a technical lead who knows your industry): one workflow or one agent.
- M Three: adds a domain specialist. A product, copilot or mid-size process.
- L Four: adds a full-stack engineer, with an architect as lead. A core system or a division's workflows.
Recent pod work
- Insurance: New insurance product lines live in about 8 days, where it took months.
- Software: A vibe-coded prototype turned into verified production: 1,100+ spec-locked work units.
- Infrastructure: AI models hosted and run on a portable data-center company's own compute.
- Legal records: A large handwritten and legal archive, transcribed, searchable and queryable.
- Operations: An agentic chief of staff that takes on admin work and keeps it moving.
Results on our platform
789% average ROI · $500K+ annual savings · 700 hours recovered per week · 1,100 hours saved per project. 257 hours saved in 10 weeks on Fortune 500 competitive reports; 99% document accuracy on mediation documents.
Why Veracity: 20+ years of software delivery, 300+ clients served, two decades in financial services, insurance and healthcare. Senior, US-led, month-to-month, no lock-in.