797th LLC

Bleeding-Edge AI & Internal Systems

Based in the USA

Autonomous AI Agents. End-to-End.

We build fully autonomous, end-to-end AI agent systems for internal operations. Our agents don't assist — they execute. From multi-step hiring pipelines to autonomous legal review, every system we ship runs unattended, self-corrects, and delivers results without human intervention.

Explore Products Our Mission
24/7
Autonomous Operation
End-to-End
Agent Pipelines
10+
Internal Products
Zero
Required Human Steps

Our Products

Internal Systems Suite

Four integrated platforms covering the full scope of internal business operations, each augmented by generative AI.

Workforce

Employee Management

A unified platform for the complete employee lifecycle. AI surfaces insights at each stage — from smart candidate ranking during hiring to automated onboarding checklists and real-time resource allocation dashboards.

  • AI-assisted hiring pipeline & candidate scoring
  • Structured onboarding workflows with auto-assignment
  • Time tracking, PTO, and schedule management
  • Resource allocation and capacity planning
  • Role-based access and org chart management
  • Automated offboarding and access revocation
Legal Intelligence

Kapari AI

An AI-powered legal assistant built for internal counsel. Kapari reads, summarizes, and cross-references legal documents so your team can review contracts in minutes instead of hours, with risks flagged automatically.

  • Contract review, redlining, and risk flagging
  • Clause extraction and obligation tracking
  • Regulatory compliance monitoring
  • Document Q&A — ask questions in plain English
  • Case research and precedent summarization
  • Audit trail and approval workflow management
Human Resources

HR

A comprehensive HR operations hub that replaces manual processes with AI-driven automation. From benefits enrollment to workforce analytics, HR gives your people team the leverage to focus on people — not paperwork.

  • Benefits administration and open enrollment
  • Compliance tracking and policy management
  • Performance review cycles and goal setting
  • Workforce analytics and attrition forecasting
  • Employee self-service portal
  • Headcount planning and succession mapping
Research & Development

R&D

The experimental core of 797th LLC. Our R&D division prototypes and stress-tests next-generation agentic systems — multi-step AI pipelines, autonomous research agents, and tooling that pushes the boundary of what generative AI can own end-to-end inside an organization.

  • Agentic research pipelines and multi-step reasoning
  • Autonomous document ingestion and synthesis
  • Internal LLM evaluation and benchmarking
  • Prototype-to-product pipeline for new AI tools
  • Retrieval-augmented generation (RAG) experimentation
  • AI orchestration frameworks and tool-use research
Workforce

Employee Management

A unified platform for the complete employee lifecycle. AI surfaces insights at each stage — from smart candidate ranking during hiring to automated onboarding checklists and real-time resource allocation dashboards.

  • AI-assisted hiring pipeline & candidate scoring
  • Structured onboarding workflows with auto-assignment
  • Time tracking, PTO, and schedule management
  • Resource allocation and capacity planning
  • Role-based access and org chart management
  • Automated offboarding and access revocation
Legal Intelligence

Kapari AI

An AI-powered legal assistant built for internal counsel. Kapari reads, summarizes, and cross-references legal documents so your team can review contracts in minutes instead of hours, with risks flagged automatically.

  • Contract review, redlining, and risk flagging
  • Clause extraction and obligation tracking
  • Regulatory compliance monitoring
  • Document Q&A — ask questions in plain English
  • Case research and precedent summarization
  • Audit trail and approval workflow management
Human Resources

HR

A comprehensive HR operations hub that replaces manual processes with AI-driven automation. From benefits enrollment to workforce analytics, HR gives your people team the leverage to focus on people — not paperwork.

  • Benefits administration and open enrollment
  • Compliance tracking and policy management
  • Performance review cycles and goal setting
  • Workforce analytics and attrition forecasting
  • Employee self-service portal
  • Headcount planning and succession mapping
Research & Development

R&D

The experimental core of 797th LLC. Our R&D division prototypes and stress-tests next-generation agentic systems — multi-step AI pipelines, autonomous research agents, and tooling that pushes the boundary of what generative AI can own end-to-end inside an organization.

  • Agentic research pipelines and multi-step reasoning
  • Autonomous document ingestion and synthesis
  • Internal LLM evaluation and benchmarking
  • Prototype-to-product pipeline for new AI tools
  • Retrieval-augmented generation (RAG) experimentation
  • AI orchestration frameworks and tool-use research

Bleeding Edge

Fully Autonomous.
Fully Agentic.

Our systems don't hand off to humans — they orchestrate entire workflows autonomously, spawning parallel sub-agents, resolving blockers mid-run, and delivering finished outputs without anyone watching the queue. Every pipeline is designed to operate unattended from trigger to completion, at any hour, without escalation.

Multi-Agent Orchestration Long-Horizon Planning Tool Use & Function Calling Self-Healing Pipelines Parallel Execution RAG at Scale
agent-run — live
[agent:orchestrator] Spawning 4 sub-agents... [agent:researcher]   Fetching 23 documents... [agent:analyzer]    Extracting clauses... done ✓ [agent:writer]      Drafting summary... done ✓ [orchestrator]      Pipeline complete. 0 errors.

Multi-Agent Orchestration

Spawn, coordinate, and collapse parallel agent trees that solve complex multi-step problems autonomously — no human in the loop.

Long-Horizon Planning

Agents that plan 50+ steps ahead, self-correct on failure, and route around blockers without human input.

Tool Use & Function Calling

Native tool use across APIs, databases, file systems, and internal services — agents act, not just respond.

Self-Healing Pipelines

When an agent fails, the system detects, retries with alternate strategies, and logs root cause automatically.

Our Philosophy

Built for the people doing the work

797th LLC exists because internal operations are still shockingly manual. Most organizations run on a patchwork of spreadsheets, legacy software, and human-in-the-loop processes that slow everything down — work that agents can now own entirely.

We build fully autonomous agent systems that handle multi-step internal workflows end-to-end. Not AI-assisted. Not AI-suggested. Autonomous — triggered, executed, verified, and delivered without a human ever touching the queue.

AI-Native, Not AI-Bolted-On
Every system is designed around agents from day one — reasoning, acting, and correcting in real time.
Internal-First Design
Optimized for internal operators, not external sales demos. Speed and clarity over polish theater.
Reduce Overhead, Not Headcount
Our agents absorb the operational load — multi-step tasks that took hours run in minutes, unattended.
Integrated by Default
Employee Management, Kapari AI, and HR share a common data layer so nothing falls through the cracks.