# RandomTrees

> RandomTrees is a Cypress, Texas-based data and AI services company founded in 2017 by Praveen Kola. It combines enterprise consulting and implementation with proprietary document, computer-vision and data-engineering accelerators, now organized around its Weave AI agent marketplace. Its target workflows include logistics finance, shipping documentation, industrial inspection, utilities modernization and life-sciences operations.

- **Founded:** 2017
- **Headquarters:** Cypress, United States
- **Founders:** Praveen Kola (Founder and CEO)
- **Products:** Weave Agent Marketplace, POC Factory, Invoice 360, BOL Processing Agent, HalconAI
- **Notable:** The homepage advertises more than 300 AI agents across industries and workflows., Invoice 360 case: company reports processing time falling from 27 to six minutes and a payment cycle from 28 to nine days at an unnamed logistics enterprise., Utilities modernization case: company reports 5,000+ tables, 15 TB of historical data, 1,000+ workflows and 16,000+ engineering hours saved.

## Products & services

- **Weave Agent Marketplace** — Enterprise agent marketplace and layered execution platform combining workflow UI, orchestration, specialized agents, integrations and governance.
- **POC Factory** — Configured proofs of concept using enterprise data and workflows; the company advertises three to twenty days and a four-week delivery sequence.
- **Invoice 360** — Invoice extraction, validation, purchase-order matching and ERP integration with oversight.
- **BOL Processing Agent** — Extracts shipping-document data, matches master records and applies validation and exception rules.
- **HalconAI** — Computer-vision SaaS platform and industrial inspection accelerator; also listed as an edge-AI agent.
- **DocAI** — Cloud-agnostic generative-AI document capture and analysis with enterprise connectors.
- **TrustAI** — Model governance, risk management, execution visibility and monitoring.
- **DFast** — Data migration accelerator for tables, views and procedures, including reconciliation; the services page names Snowflake and GCP.
- **DMatch** — Data matching, quality and reconciliation accelerator using business rules.
- **DSuite** — ETL-conversion accelerator; the services page describes Informatica-to-Talend conversion, while a utilities case describes Informatica-to-Matillion modernization.
- **DataViz** — Conversational query analysis, generation and validation across BigQuery, Snowflake and PostgreSQL.
- **Data and AI Engineering Services** — Advisory, cloud architecture, warehouses and lakehouses, migration, pipelines, model optimization, responsible AI and operations.

## Achievements

- The homepage advertises more than 300 AI agents across industries and workflows.
- Invoice 360 case: company reports processing time falling from 27 to six minutes and a payment cycle from 28 to nine days at an unnamed logistics enterprise.
- Utilities modernization case: company reports 5,000+ tables, 15 TB of historical data, 1,000+ workflows and 16,000+ engineering hours saved.
- Food-processing case: company reports 94% defect detection and 45% lower inspection cost.
- 2019 Startup India Agriculture Grand Challenge recognition for price forecasting, reported by LeadIQ and reproduced company social posts.

## Latest updates

- **2026-08** — Published “From Alerts to Action: An Agentic Operating Model for Utilities” on August 31.
- **2026-08** — Published “RAG vs. Hybrid RAG for Enterprise AI Search” on August 31.
- **2026-08** — Published an execution-first energy-arbitrage article on August 18.
- **2026-08** — Published its conversational data intelligence and validated SQL article on August 17.

## Links

- Website: https://randomtrees.com/
- LinkedIn: https://www.linkedin.com/company/randomtrees/
- Twitter/X: https://x.com/AIRandomTrees
- YouTube: https://www.youtube.com/channel/UCOiSsBcWHurmEAwhAhVwRzA/featured
- Instagram: https://www.instagram.com/randomtrees__/

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Profile page: https://yespress.io/randomtrees
Published by YesPress — https://yespress.io
Last updated: 2026-10-01