Grounded Agents

Name: Grounded Agents
Brand: Grounded Agents

Grounded Agents is an agentic software effort that orchestrates multi-step, cross-system workflows and coordinates complex operational processes through autonomous agents and bespoke enterprise engagements.

Valuation $61M|Raised $10M

LinkedIn 118|Website|FTEs 5

MarketsWorkflow Automation Super Agents

01Competitive Landscape

| Aspect | Grounded Agents | LangGraph Platform (LangChain) | CrewAI | |--------|-----------------|-------------------------------|--------| | Starting Price | Not publicly listed | Published pricing information available from the vendor (tiered plans) | Published pricing information available from the vendor (published plans) | | Primary Target | Not publicly disclosed; marketing references agentic solutions aimed at complex business problems | Teams building/deploying stateful agents with managed infrastructure | Teams building multi-agent workflows; positioned for packaged patterns | | Key Strength | Founders' operational experience suggested by public profiles; messaging emphasizes complex business problem focus | Mature ecosystem and commercialization around LangChain/LangGraph and related tooling | Go-to-market centered on "crews," multi-agent collaboration patterns, and published packaging | | Key Weakness | Limited public documentation; no visible reviews/case studies; unclear publicly documented security posture | Community concerns about cloud pricing clarity and runaway-loop behaviors (a category-level issue) | Community reports of production/enterprise friction (e.g., storage/memory architecture choices) and cost-control discussions | - Direct competitors and their key differentiators - LangGraph Platform - Differentiates via managed deployment for long-running, stateful agent graphs and a broader ecosystem (LangChain/LangSmith). - CrewAI - Differentiates via a "crew" abstraction, multi-agent collaboration patterns, and published packaging. - Salesforce Agentforce - Differentiates through integration with Salesforce data and workflows and an enterprise buying motion. - Feature comparison: where does this product appear to excel vs lag behind (based on public evidence)? - Positioning emphasis - Public messaging focuses on addressing complex enterprise problems rather than narrow conversational scenarios. - Gaps in publicly verifiable evidence - Lack of public product documentation, technical specs, integrations, security/compliance details, and customer proof. - Pricing comparison: value proposition vs alternatives - Grounded Agents cannot be compared directly due to lack of public pricing. - Alternatives provide explicit pricing pages or clearer procurement paths, which reduces buyer friction. - Customer testimonials comparing this product to competitors - Not available. - Market share and adoption trends - Not measurable from public sources for Grounded Agents.

01Competitive Landscape

Aspect	Grounded Agents	LangGraph Platform (LangChain)	CrewAI
Starting Price	Not publicly listed	Published pricing information available from the vendor (tiered plans)	Published pricing information available from the vendor (published plans)
Primary Target	Not publicly disclosed; marketing references agentic solutions aimed at complex business problems	Teams building/deploying stateful agents with managed infrastructure	Teams building multi-agent workflows; positioned for packaged patterns
Key Strength	Founders' operational experience suggested by public profiles; messaging emphasizes complex business problem focus	Mature ecosystem and commercialization around LangChain/LangGraph and related tooling	Go-to-market centered on "crews," multi-agent collaboration patterns, and published packaging
Key Weakness	Limited public documentation; no visible reviews/case studies; unclear publicly documented security posture	Community concerns about cloud pricing clarity and runaway-loop behaviors (a category-level issue)	Community reports of production/enterprise friction (e.g., storage/memory architecture choices) and cost-control discussions

Direct competitors and their key differentiators
- LangGraph Platform
  - Differentiates via managed deployment for long-running, stateful agent graphs and a broader ecosystem (LangChain/LangSmith).
- CrewAI
  - Differentiates via a "crew" abstraction, multi-agent collaboration patterns, and published packaging.
- Salesforce Agentforce
  - Differentiates through integration with Salesforce data and workflows and an enterprise buying motion.
Feature comparison: where does this product appear to excel vs lag behind (based on public evidence)?
- Positioning emphasis
  - Public messaging focuses on addressing complex enterprise problems rather than narrow conversational scenarios.
- Gaps in publicly verifiable evidence
  - Lack of public product documentation, technical specs, integrations, security/compliance details, and customer proof.
Pricing comparison: value proposition vs alternatives
- Grounded Agents cannot be compared directly due to lack of public pricing.
- Alternatives provide explicit pricing pages or clearer procurement paths, which reduces buyer friction.
Customer testimonials comparing this product to competitors
- Not available.
Market share and adoption trends
- Not measurable from public sources for Grounded Agents.

Aspect

Grounded Agents

LangGraph Platform (LangChain)

CrewAI

Starting Price

Not publicly listed

Published pricing information available from the vendor (tiered plans)

Published pricing information available from the vendor (published plans)

Primary Target

Not publicly disclosed; marketing references agentic solutions aimed at complex business problems

Teams building/deploying stateful agents with managed infrastructure

Teams building multi-agent workflows; positioned for packaged patterns

Key Strength

Founders' operational experience suggested by public profiles; messaging emphasizes complex business problem focus

Mature ecosystem and commercialization around LangChain/LangGraph and related tooling

Go-to-market centered on "crews," multi-agent collaboration patterns, and published packaging

Key Weakness

Limited public documentation; no visible reviews/case studies; unclear publicly documented security posture

Community concerns about cloud pricing clarity and runaway-loop behaviors (a category-level issue)

Community reports of production/enterprise friction (e.g., storage/memory architecture choices) and cost-control discussions