How to build Enterprise Aware Agents - Chau Tran, Glean

AI Engineer July 24, 2025
Video Thumbnail
AI Engineer Logo

AI Engineer

@aidotengineer

About

Talks, workshops, events, and training for AI Engineers.

Video Description

While LLMs demonstrated impressive reasoning capabilities, their out-of-the-box reasoning is akin to hiring a brilliant but brand-new employee who doesn’t have the enterprise context of “how things are done at this company”. In this talk, I'll introduce “Workflow Search” as a paradigm to build enterprise-aware agents that can balance predictability on common tasks, and flexibility on unforeseen tasks. About Chau Tran Chau Tran is a Software Engineer at Glean, currently leading the technical work on Glean Assistant and semantic search. They have been with Glean for over 3 years and have a history of impactful contributions in engineering teams. Previously, Chau worked as a Research Engineer at FAIR within Meta and held technical roles at Quora. They graduated from Brown University with a Bachelor's degree in Computer Science. Recorded at the AI Engineer World's Fair in San Francisco. Stay up to date on our upcoming events and content by joining our newsletter here: https://www.ai.engineer/newsletter

You May Also Like

Essential Agent Building Tools

AI-recommended products based on this video

Loading...
Vibration Plate Exercise Machine, 2025 New EvoSpark Vibration Plate Machine with Industrial Dual-Motor System,Whole Body Vibrating Plate for Lymphatic Drainage,450 Lbs Capacity Vibrate Platform

Vibration Plate Exercise Machine, 2025 New EvoSpark Vibration Plate Machine with Industrial Dual-Motor System,Whole Body Vibrating Plate for Lymphatic Drainage,450 Lbs Capacity Vibrate Platform

(166)
$139.99
Loading...
Vibration Plate Exercise Machine, 2025 Upgraded Double Motors Vibration Plate for Lymphatic Drainage, EvoSpark Whole Body Vibration Plates for Weight Loss,450 Lbs Capacity Vibrate Fitness Platform

Vibration Plate Exercise Machine, 2025 Upgraded Double Motors Vibration Plate for Lymphatic Drainage, EvoSpark Whole Body Vibration Plates for Weight Loss,450 Lbs Capacity Vibrate Fitness Platform

(173)
$112.97
FREE delivery Mon, Jul 7
700+ bought in past month
Loading...
Soozier 3-in-1 Wooden Plyo Box, Plyometric Jump Box, Anti-Slip Step up Agility Platform with Handle Openings for Home Gym Workout Training, Black

Soozier 3-in-1 Wooden Plyo Box, Plyometric Jump Box, Anti-Slip Step up Agility Platform with Handle Openings for Home Gym Workout Training, Black

(8)
$99.99
FREE delivery Jun 27 - 30
Loading...
Deeyaple USB C to Aux, 4FT/1.2M, Type C to 3.5mm Audio Cable Headphone Jack Cable for Car Mobile Phone, iPhone 16 15, iPad Pro, Samsung Galaxy S24 S23 S2010, Google Pixel,Oneplus Grey (1)
Best Seller

Deeyaple USB C to Aux, 4FT/1.2M, Type C to 3.5mm Audio Cable Headphone Jack Cable for Car Mobile Phone, iPhone 16 15, iPad Pro, Samsung Galaxy S24 S23 S2010, Google Pixel,Oneplus Grey (1)

(78)
$6.99
FREE delivery Fri, Sep 5 on your first order
1K+ bought in past month
Loading...
100W USB C Universal Laptop Charger Fit for Lenovo MacBook HP Dell Acer Asus Thinkpad Google MSI LG Samsung Huawei, ROG Ally, Steam Deck, Chromebook Computer and All USB-C Devices

100W USB C Universal Laptop Charger Fit for Lenovo MacBook HP Dell Acer Asus Thinkpad Google MSI LG Samsung Huawei, ROG Ally, Steam Deck, Chromebook Computer and All USB-C Devices

(19)
$25.99$24.69
FREE delivery Tue, Jun 17 on your first order
100+ bought in past month
Loading...
INIU 45W Power Bank, Ultra Small 10000mAh Portable Charger, USB C in&Out Fast Charging Battery Pack, Travel External Phone Powerbank Compatible with iPhone 16 15 Samsung S25 S24 Google Pixel iPad etc

INIU 45W Power Bank, Ultra Small 10000mAh Portable Charger, USB C in&Out Fast Charging Battery Pack, Travel External Phone Powerbank Compatible with iPhone 16 15 Samsung S25 S24 Google Pixel iPad etc

(520)
$41.42
PrimeFREE delivery Sat, Jun 14
500+ bought in past month
Loading...
Car Carplay Woven Cable for iPhone 16 15 3.3FT USB A to USB C 3.2 Gen 2 Carplay Adapter Wire for iPhone 16 15 Pro Max, iPad Pro/Air, Samsung Galaxy S25/S24/S23/S22/S21 Google Pixel, Car Charger Cable

Car Carplay Woven Cable for iPhone 16 15 3.3FT USB A to USB C 3.2 Gen 2 Carplay Adapter Wire for iPhone 16 15 Pro Max, iPad Pro/Air, Samsung Galaxy S25/S24/S23/S22/S21 Google Pixel, Car Charger Cable

(213)
$12.99
FREE delivery Sat, Jun 14 on your first order
100+ bought in past month
Loading...
Intel NUC 13 Pro Mini PC, NUC13ANKI7 Intel Core i7-1360P (12C/16T & Up to 5.0GHz), 32GB 3200Mhz DDR4 RAM & 1TB PCIe 4.0 NVMe SSD, Support 8K/HDR/WiFi6E/BT5.3/Windows 11 Pro/Office/Business

Intel NUC 13 Pro Mini PC, NUC13ANKI7 Intel Core i7-1360P (12C/16T & Up to 5.0GHz), 32GB 3200Mhz DDR4 RAM & 1TB PCIe 4.0 NVMe SSD, Support 8K/HDR/WiFi6E/BT5.3/Windows 11 Pro/Office/Business

(0)
$1,149.00
FREE delivery Wed, Jun 18
Loading...
GEEKOM IT13 2025 Mini PC 2025 Edition with 13th Gen Intel i9-13900HK, NUC 13 Mini Computers(14C/20T), 32GB RAM&1T M.2 2280 NVMe Gen4*4 SSD, Windows 11 Pro/Wi-Fi 6E/Bluetooth 5.2/USB 4.0/2.5G LAN

GEEKOM IT13 2025 Mini PC 2025 Edition with 13th Gen Intel i9-13900HK, NUC 13 Mini Computers(14C/20T), 32GB RAM&1T M.2 2280 NVMe Gen4*4 SSD, Windows 11 Pro/Wi-Fi 6E/Bluetooth 5.2/USB 4.0/2.5G LAN

(105)
$899.00
FREE delivery Sun, Aug 10
Loading...
10.1 Inch Touch Portable Monitor IPS Screen 1366x768P 60Hz 400 Brightness 99% sRGB HDMI USB-C Monitors Switch for Xbox PS3/4/5 Laptop Compatible with Raspberry Pi, Mini Touch Screen

10.1 Inch Touch Portable Monitor IPS Screen 1366x768P 60Hz 400 Brightness 99% sRGB HDMI USB-C Monitors Switch for Xbox PS3/4/5 Laptop Compatible with Raspberry Pi, Mini Touch Screen

(1)
$99.99
FREE delivery Mon, Aug 11
Loading...
GMKtec EVO-X2 AI Mini PC Ryzen Al Max+ 395 (up to 5.1GHz) Mini Gaming Computers, 96GB LPDDR5X 8000MHz (12GB*8) 1TB PCIe 4.0 SSD, Quad Screen 8K Display, WiFi 7 & USB4, SD Card Reader 4.0 Global Recycled Standard

GMKtec EVO-X2 AI Mini PC Ryzen Al Max+ 395 (up to 5.1GHz) Mini Gaming Computers, 96GB LPDDR5X 8000MHz (12GB*8) 1TB PCIe 4.0 SSD, Quad Screen 8K Display, WiFi 7 & USB4, SD Card Reader 4.0 Global Recycled Standard

(69)
$3,259.99
FREE delivery Sat, Jan 3
Loading...
GMKtec EVO-X2 AI Mini PC, Ryzen Al Max+ 395 (up to 5.1GHz) Mini Gaming Computers, 64GB LPDDR5X 8000MHz (8GB*8) 1TB PCIe 4.0 SSD, Quad Screen 8K Display, WiFi 7 & USB4, SD Card Reader 4.0 Global Recycled Standard

GMKtec EVO-X2 AI Mini PC, Ryzen Al Max+ 395 (up to 5.1GHz) Mini Gaming Computers, 64GB LPDDR5X 8000MHz (8GB*8) 1TB PCIe 4.0 SSD, Quad Screen 8K Display, WiFi 7 & USB4, SD Card Reader 4.0 Global Recycled Standard

(71)
$2,799.99
FREE delivery Sat, Jan 3Only 10 left in stock.
Loading...
Flotstiga AI Hand Warmers Rechargeable 2 Pack,6000mAh Electric Hand Warmers,AI Smart Chips 20Hrs Long Safe Heat Pocket Size Heater Great Warm,Gifts for Christmas, Golf, Hunting, Camping Accessories

Flotstiga AI Hand Warmers Rechargeable 2 Pack,6000mAh Electric Hand Warmers,AI Smart Chips 20Hrs Long Safe Heat Pocket Size Heater Great Warm,Gifts for Christmas, Golf, Hunting, Camping Accessories

(29)
$18.99
FREE delivery Sat, Jun 14 on your first order