AI agent use cases
What our agents do, from one task to a whole workflow
The engineering patterns and business workflows we build agents for, each on its own page.
- 01
Intelligent document processing
For a US health insurer, agents that turn scans and handwriting into checked fields cut claim review from 3 hours to 8 minutes.
- 02
Text-to-SQL agent
For a US manufacturer we built an agent that turns plain-language questions into SQL over 473+ columns in 15 views, and checks every query before it runs.
- 03
Multi-agent orchestration
For Yeeld we built a 6-agent supervisor architecture in which a lead agent splits each request and calls only the specialists it needs.
- 04
Ordering through MCP
For Rendreal we built an MCP server that lets compatible AI assistants find a print product, prepare artwork and create an order for their user.
- 05
Knowledge layer
A knowledge layer, or context layer, for your AI agents: company knowledge structured once, kept current, permission-aware and served to every agent over MCP.
- 06
MCP server
MCP server development: custom MCP servers for your APIs and data, with auth, approval steps and audit logs in the server, tested across MCP hosts.
- 07
Ticket routing and verification
For a US telecom we built an agent that reads error tickets and handwritten notes, and error processing became 10x more efficient.
- 08
Internal knowledge assistant
We build assistants that answer your team's questions from your documents and systems, link the source and follow each person's access rights.
- 09
Agent memory
A memory layer stores what your agents learn in conversations, dates every fact and marks it outdated when a newer fact contradicts it.
- 10
LLM wiki
A model writes and maintains one page per product, policy or customer from your sources, and agents read those pages next to search over the raw files.
- 01
Claims processing
For a US health insurer we cut claim review from 3 hours to 8 minutes, and a specialist still decides on every claim.
- 02
Order processing
Mixam's order agent handles over 96% of web-to-print orders end to end, and you choose which orders still wait for a person.
- 03
Due diligence and document review
For Mapline.AI we built an agent that cut real estate due diligence from weeks to minutes, and every finding cites the page it came from.
- 04
Quote generation
For an engraved die manufacturer, pricing went from about 30 minutes to a few clicks, and the price rules stayed in tested code.
- 05
Email response automation
For Senetic we automated inbound sales email across 151 countries, with each reply drafted from live catalogues in the customer's language.
- 06
Translation and localization
For MindSonar we automated 14,000 report translation variations across 8 languages, with native-speaker quality as the bar.
- 07
Lead scoring
An agent checks each new lead against your ideal customer profile and routes it in the CRM, and a person approves the handoffs you choose.
- 08
Invoice processing
An agent reads each invoice, matches it to the purchase order and receipt, and hands your AP team the exceptions and the approvals you choose.
- 09
Contract analysis
An agent reads each incoming contract, compares its clauses with your playbook and gives your legal team the deviations with their source lines.
- 10
RFP response
An agent reads the RFP or security questionnaire, drafts each answer from your approved content and marks what your team still has to write or sign off.
- 11
Candidate screening
An agent reads each CV against the criteria you set for the role and shows the evidence for every match, and a recruiter makes every decision.
Test one workflow on your own data
A Proof of Value shows accuracy and running costs before the full build.