Operations
Automate repetitive business workflows.
- Approvals
- HR
- Finance
- Internal AI Copilots
✓Powered by AI engineering excellence★Highest-value AI projects
Put AI to work.Where it matters
Skip the complexity of models, agents, and integrations. We own the implementation end-to-end while you focus on customers and product.
aiworks / workflows / invoice-intakerunning
input
Email attachment
invoice_2291.pdf
Vendor inbox · just now
run
- Extract vendor, totals and line items
- Match against the purchase order
- Flag the one line that doesn't match
Draft posted to your ERP
Waiting on finance approval
Every step tracedEvaluated on your dataPeople approve what matters
Who we help.
Six places we put AI to work, from the back office to the product your customers use.
Customer Support
AI that helps agents resolve tickets faster.
- Agent Assist
- Ticket Triage
- Knowledge Search
Enterprise Search
Search every document, instantly.
- Notion
- Drive
- Slack
- PDFs
- RAG
Multi-Agent Workflows
Coordinate AI agents across complex operations.
- Intake
- Compliance
- Back Office
- Approvals
AI Product Features
Ship AI experiences into your product.
- Search
- Copilots
- Automation
- AI APIs
AI Strategy
From AI roadmap to production deployment.
- Evals
- Model Benchmarking
- Production AI
Not sure where you fit?
Book a strategy callAI solutions, built to ship.
Four kinds of systems we build and run in production. Most teams start with one and grow from there.
Workflow automation
Hand repetitive, multi-step processes to AI that runs the moment work arrives.
- Intake, extraction and routing across your tools
- Exceptions flagged to a person, with the reason
- Every run logged and traceable
Copilots
Assistants inside the tools your team and customers already use.
- Drafts, summaries and next steps in context
- Grounded in your data, not the open internet
- People stay in control of what goes out
Enterprise search
One place to ask, with answers that cite their sources.
- Connects docs, wikis, tickets and drives
- Respects who is allowed to see what
- Every answer links back to its source
Agents
Systems that plan, use your tools, and finish the task.
- Tool use across your APIs and SaaS
- Guardrails, approvals and spend limits built in
- Evaluated on your real tasks before launch
Before and after.
Pick a workflow and flip the switch. Same inputs, same team: AI takes the busywork, people make the calls.
Before: a manual relay
Every step waits on someone.
done
01 · by hand
Read the ticket
02 · by hand
Look up the customer in the CRM
03 · by hand
Check the order status
04 · by hand
Search the help docs
05 · by hand
Write and send a reply
- Done by hand
- Every step
- Handoffs
- 4 queues
- Audit trail
- Scattered
Case studies.
The teams, platforms, and products we have built with.
Y Combinator W20plantoolsagent
Open-source agent framework
Aden
- Challenge
- Agent frameworks need workflows developers can trust, extend, and build on in the open.
- What we built
- Contributing agent workflows and developer experience to Aden's open-source agent generation framework.
- Agent frameworks
- Open source
- Developer experience
PortfolioInvest
Investment platform
InvestNow
- Challenge
- Financial products only work when people understand what they are doing before they commit money.
- What we built
- User interaction for InvestNow's financial product.
- Fintech
- Product interaction
- Financial UX
prototypeevalsproduction
Production AI
Shipped AI workflows & products
- Challenge
- AI that works in a demo often breaks on real data, real users and real volume.
- What we built
- AI workflows and product features taken all the way to production.
- Workflow automation
- AI features
- Production
Open-source AIDeveloper platform experience
How we work.
Discovery, build, evaluate, deploy. We partner with your team at every step, from the first workshop to the system running in production.
aiworks / discovery
opportunity audit
Map workflows and handoffs
Inventory data and access
Rank use cases by leverage
Size cost, effort, and payback
Output: a costed roadmap
Ranked opportunities with effort, cost, and business value attached.
Questions, answered.
The things teams usually ask before we start. Anything else is one call away.
Have a workflow in mind?
Bring it to a strategy call and leave with an honest answer.
Book a strategy callWe look at the workflow or product you want to change, tell you honestly whether AI moves it, and outline what it takes to reach production. No obligation, and senior engineers on the call.
Put your AI to work.
Bring us the operation you want to change. We’ll tell you honestly whether AI moves it, and exactly what it takes to reach production.
No obligation · Senior engineers on the call · Honest answer either way