AI-native digital transformation of progressive enterprises.

AI-native transformation, delivered as service. Autonomous agents do the work — the world's first human-in-the-loop expert network keeps the judgement close.

01 / SKILLS
500+
Vertical skill packs across industries
02 / INTEGRATIONS
1,000+
Enterprise systems, one connector layer
03 / CHANNELS
7
Email, Slack, Phone, SMS, WhatsApp, Telegram, Teams
04 / EXPERTS
Human-Loop
A network of vetted specialists on call
Our thesis

Every knowledge-work task that today runs on a SaaS license or a vertical tool will be replaced by an AI-led service that delivers the outcome — not the software. We built Kare AI for that shift.

Koustav Chatterjee · Founder & CEO, Kare AI
The Portfolio

Four products. One operating system for AI-native work.

Each product replaces a category of manual labor with an auditable AI worker. All four share the same architecture and human-in-the-loop fallback.

  1. 01Kimmchi
  2. 02Analyst AI
  3. 03Aide.Work
  4. 04Lab
01
Product 01
Kimmchi
Autonomous AI workforce for end-to-end marketing

A staffed marketing team, delivered as software. Kimmchi runs strategy, creative, content, campaign ops, analytics, and reporting as coordinated AI agents — the way a full-service agency would, minus the retainer.

  • Positioning, ICP, and campaign planning agents
  • Creative, copy, and brand-consistent design
  • Multi-channel execution: email, social, paid, SEO
  • Attribution, dashboards, weekly readouts
Explore Kimmchi →
02
Product 02
Analyst AI
Agentic market & account-based revenue intelligence

The research floor of a top consultancy, running continuously. Analyst AI monitors markets, competitors, and named accounts — surfacing verified signals your revenue team can act on the same day.

  • Named-account intelligence with source-cited briefings
  • Market sizing, competitor teardowns, sector radars
  • Executive movement, hiring & org-change signals
  • Delivered as newsletters, dashboards, or CRM enrichment
Explore Analyst AI →
03
Product 03
Aide.Work
AI teammate platform for cross-channel knowledge work

Aide is the AI employee that shows up where your team already works. Give it a role, a skill pack, and access — it executes across Email, Slack, Phone, SMS, WhatsApp, Telegram, and Teams, with audit trails your compliance team can defend.

  • Deploy AI teammates in hours, not quarters
  • 500+ domain skill packs across verticals
  • Escalation and handoff to human experts, built in
  • SOC-2 posture, role-based access, full logs
Explore Aide.Work →
04
Product 04
Lab
Custom AI-native software, built for the enterprise

When the workflow is unique, we build for it. Lab is our forward-deployed engineering practice: strategy, design, and delivery of AI-native applications on top of the Kare stack — with your data, your policies, and your infrastructure choices.

  • Discovery to production in weeks, not fiscal years
  • Open-source, private-cloud, or hyperscaler deployment
  • Skill-pack authoring for proprietary workflows
  • Ongoing operate-and-improve, not throw-over-the-wall
Talk to Lab →
Industries

Where the outcome-not-license shift lands first.

The same four products, tuned to the workflows, systems of record, and regulatory floors of each vertical.

    Departments

    Where the work actually happens — cut horizontally.

    Every department has its own SaaS stack and its own margin leak. Scroll through — see what we deliver instead of the license.

      Architecture

      A gen-AI-first stack. Open by default. Portable by design.

      The same seven layers power every Kare AI product. Each layer runs on open-source components you can host yourself, or on managed cloud equivalents — chosen per workload, per regulator, per region.

      Layer
      What it does
      Open-source / local
      Cloud
      L7 · EXPERIENCE
      Channels
      Where the work lands. Email, chat, phone, and messaging surfaces that meet users where they already are.
      SMTPMatrixAsteriskSignal Bots
      SlackTeamsTwilioWhatsApp Business
      L6 · WORKFLOW
      Agents
      Autonomous execution. Multi-agent planners, tool-using workers, and role-typed AI employees that own outcomes.
      LangGraphCrewAIAutoGen
      Kare RuntimeManaged MCP
      L5 · KNOWLEDGE
      Skill packs
      Codified expertise. 500+ versioned, vertical skill packs — from ICD-10 coding to CLM redlining to KYC review.
      SKILL.mdMarkdown-nativeGit-versioned
      Kare RegistryPrivate packs
      L4 · INTEGRATIONS
      MCP + tools
      How agents touch systems. 1,000+ pre-built connectors bundled with vertical MCP servers for common enterprise stacks.
      MCPOpenAPIZapier CLI
      SalesforceSAPWorkdayServiceNow
      L3 · MODEL
      Model router
      The right model per task. Cost, latency, and capability routing across open and frontier models — no vendor lock-in.
      Llama 3QwenMistralDeepSeek
      ClaudeGPTGeminiBedrock
      L2 · DATA
      Memory + retrieval
      Grounded, governed, cited. Vector, graph, and structured stores with row-level policy and citation-first retrieval.
      Postgres · pgvectorQdrantNeo4j
      SnowflakeDatabricksPinecone
      L1 · INFRA
      Runtime
      Where it runs. Air-gapped on-prem, private VPC, or managed cloud — same platform, same policy, same audit surface.
      KubernetesvLLMOllamaNomad
      AWSAzureGCPOCI

      → Deploy any layer in either column. Mix and match per workload. Portable between deployments without rewriting skill packs.

      Beyond the tech

      The world's first human-in-the-loop expert infrastructure.

      Frontier models are extraordinary — and still wrong at inconvenient moments. In regulated verticals, "usually right" is a lawsuit. So we built the missing layer.

      A vetted network of domain experts — clinicians, coders, analysts, lawyers, ops leads — sits behind every Kare AI deployment. When an agent is uncertain, or a policy demands human sign-off, work routes to a human within minutes. The judgement flows back into the skill pack, and the system gets sharper.

      The result is knowledge work delivered at software speed, with human accountability, at a lower unit cost than pure-frontier-model workflows.

      ~40%
      Lower blended cost vs frontier-only workflows
      < 5 min
      Median expert response time on escalations
      For the enterprise

      Built to survive procurement, security, and the board.

      A / GOVERNANCE

      Auditability by construction

      Every agent decision, tool call, and human override is logged with citations. Your compliance team gets a record they can actually defend, not a black box.

      B / SECURITY

      Deploy inside your perimeter

      Air-gapped, private VPC, or managed cloud — data never leaves the boundary you set. SOC-2 posture, role-based access, encryption at rest and in transit.

      C / PORTABILITY

      No vendor, no lock-in

      The stack is layered on purpose. Swap models, swap infra, swap connectors — your skill packs and workflows come with you.

      D / VERTICAL DEPTH

      Skill packs, not prompts

      500+ versioned packs across life sciences, financial services, professional services, manufacturing, and public sector — authored with real practitioners.

      E / DELIVERY

      Forward-deployed engineers

      Every enterprise engagement has a named Kare AI team sitting with yours. We measure ourselves on your outcomes, not our tickets closed.

      F / ECONOMICS

      Priced as a service line

      Per-outcome or per-employee-equivalent pricing that behaves like a services P&L, not a mystery SaaS meter. Predictable to plan, honest to reconcile.

      Ready to buy the outcome, not the license?