FolderAI

FolderAI · for teams & companies

Put AI to work across your company.

Adaptive quizzes that output a tailored AI spec with acceptance tests — from a single workflow to a 90-day, company-wide rollout. You leave with a plan you can act on, not a vision deck.

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Who this is for

  • COOs & CEOs under board pressure to "do AI" with nothing shipped yet
  • Ops leads picking which workflow to automate first this quarter
  • Data & platform teams turning years of logs into something an agent can use

Specs we produce

B2BComing soon

AI Work Spec

Adaptive quiz → tailored AI-Work specification, with five live test runs proving it works.

  • ·Pro/Business adaptive quiz (extra steps when complexity rises)
  • ·PDF + Markdown deliverable, plug-and-play into Claude / GPT
  • ·Acceptance suite included: pass/fail before you commit
Get a spec →
B2BComing soon

AI Big Data Spec

From raw signals to AI-ready pipelines. Spec covers ingestion, taxonomy, validator gates, decay.

  • ·Hot/Warm/Cold fact decay — never delete, supersede
  • ·PARA-style knowledge graph (Projects/Areas/Resources/Archives)
  • ·Nightly extraction cron + semantic search backend
Get a spec →
B2BComing soon

AI for Life Spec

Personal AI architecture: identity, memory, schedule, safety. Designed for one user, lived in daily.

  • ·SOUL + IDENTITY tuned to your voice
  • ·Trust ladder calibrated to your risk tolerance
  • ·Approval queue patterns for high-stakes actions
Get a spec →
B2B · auditComing soon

Company Digitization & AI Adoption

Audit your company → 90-day AI roadmap. Where AI saves hours this quarter, and where it shouldn't be touched.

  • ·Full role-by-role audit (intake quiz + interviews)
  • ·Per-team AI specs with acceptance tests
  • ·90-day rollout plan, with cost ceilings per stage
Book the audit →

The stack we build on

Modern tech, models & agents — production-ready

Frontier and open models, agent frameworks, data and infrastructure down to on-prem — what we ship products and AI agents with.

01

Models

Frontier and open-weights, matched to the job and budget

  • ClaudeAnthropic
  • GPTOpenAI
  • GeminiGoogle
  • GrokxAI
  • LlamaMeta
  • MistralMistral AI
  • DeepSeekDeepSeek
  • QwenAlibaba

02

Orchestration

Agents, tools, MCP and pipelines

  • MCPModel Context Protocol
  • LangGraphLangChain
  • LangChainLangChain
  • LlamaIndexLlamaIndex
  • CrewAICrewAI
  • Pydantic AIPydantic
  • AI SDKVercel
  • OllamaOllama

03

Data

Databases, vector search and ML

  • PostgresPostgreSQL
  • SupabaseSupabase
  • RedisRedis
  • MilvusZilliz
  • ElasticsearchElastic
  • DuckDBDuckDB
  • PyTorchPyTorch Foundation
  • Hugging FaceHugging Face

04

Infra

Cloud, containers and air-gapped setups

  • DockerDocker
  • KubernetesCNCF
  • TerraformHashiCorp
  • Linuxon-prem · air-gapped
  • CUDANVIDIA
  • NGINXF5
  • VercelVercel
  • RailwayRailway

Trademarks belong to their owners. Not partnerships — just the tools we work with.

Not sure which workflow to automate first?

Tell us the situation. We'll scope it and tell you honestly whether it's AI-ready — before anyone signs anything.

Start a conversation →