Lab is Kare AI's forward-deployed engineering practice. We build the agentic applications no vendor sells — and rewrite the ones they do, freeing enterprises from third-party SaaS dependency, cost, and lock-in. Your CRM. Your CX platform. Your ORM. Built on your infrastructure, owned by you.
Lab engagements follow a four-phase model that moves fast, ships early, and stays embedded as long as the platform is running. No throw-over-the-wall. No "here's a deck, good luck."
We sit with the people who do the work today — operations leads, clinicians, analysts, legal teams — and map every decision, exception, and handoff. The output is a living workflow blueprint and an agent architecture that names every AI worker, every tool it needs, and every point where a human stays in the loop.
Our engineers deploy the Kare AI agent platform inside your infrastructure, wire integrations to your systems of record, author the skill packs that encode your domain logic, and stand up the human-in-the-loop escalation network. First agents go live by week 3. We ship incrementally — not big-bang.
We run the system under real load, chase edge cases with your operations team, tune the model router for cost and latency, and deliver the audit artifacts your security and compliance teams need to sign off. Production-grade, not demo-grade.
A named Kare AI team stays embedded — monitoring agent performance, updating skill packs as your processes evolve, onboarding new workflows, and feeding human-expert judgements back into the system. We measure ourselves on your outcomes, not our tickets closed.
Every Lab engagement ships three things as a single bundle — never sold separately, never billed as line items. The platform, the people, and the process that keeps them improving.
The full Kare AI stack — deployed inside your infrastructure, configured for your data, your models, and your compliance posture.
Named engineers and domain experts who sit with your team — not in a remote delivery center. They build, they stay, they operate.
The engagement doesn't end at go-live. We stay embedded, evolve the platform with your processes, and measure ourselves on your outcomes.
Most enterprises run 200+ SaaS tools — each one a recurring cost, a data silo, and a vendor lock-in. Lab builds AI-native replacements you own outright: same outcome, your infrastructure, fraction of the TCO.
AI-native pipeline management with autonomous lead scoring, enrichment, nurture sequences, and deal-stage progression — wired to your data, owned by you. No per-seat licensing. No vendor roadmap dependency.
Omnichannel customer experience with AI-powered chatbots, ticket management, knowledge-base-connected resolution, and CSAT tracking — deployed inside your perimeter, evolving with your product.
AI-driven content planning, generation, scheduling, publishing, and community management across every platform — with your brand model baked in, not rented from a third party.
Real-time reputation monitoring, review response, social listening, and brand-health scoring — built on your infrastructure with your escalation workflows and your compliance rules.
Campaign orchestration, email sequences, landing pages, lead scoring, and multi-touch attribution — AI-native from the ground up, no per-contact pricing, no feature-gating.
Contract management, procurement ops, compliance workflows, clinical trial management, dealer management — if a SaaS vendor charges you per seat for it, we can build an AI-native version you own. Describe the tool, we architect the replacement.
Lab builds what sits between your existing systems and the outcome you need — where no off-the-shelf tool fits because the logic is proprietary, regulated, or simply too specific to generalize.
EHR-connected clinical agents, evidence synthesis with citation-first outputs, regulatory writing pipelines, pharmacovigilance triage. Air-gapped for regulated data.
Credit-decisioning agents with model governance, KYC/AML triage with audit trail, regulatory reporting automation, working-capital optimization engines.
EM productivity agents, knowledge-transfer bots for offshore handoffs, RFP assembly, practice-specific skill packs, delivery-productivity dashboards.
PLC/MES/SCADA-integrated operator agents, warranty automation, predictive maintenance, field service knowledge transfer, control-tower observability.
Custom pipeline copilots, deal-desk automation, dynamic pricing agents, market-intelligence pipelines, ABM signal engines wired to CRM.
If the workflow is proprietary, regulated, or too specific for an off-the-shelf tool — we build it. Any vertical, any system of record, any compliance posture. Describe the outcome, we architect the system.
Every Lab engagement deploys from the same six-layer Kare AI architecture — configured per workload, per regulator, per region. Open-source or cloud, mixed and matched per layer.
→ Same architecture as Kimmchi, Analyst AI, and Aide.Work. Custom-configured per engagement. Portable between deployments.