Multi-Model Task Automation
Many AI models. One workflow.
Each model does the one job it's best at: reading documents, understanding language, checking rules or updating your systems. We connect them so a whole multi-step task runs on its own, and people step in only where they should decide.
Same task. A chain of people, or a team of models.
Invoice INV-7731.pdf arrives in accounts@
- 1Read the invoiceVision modelVision model2 sec
- 2Match it to the purchase orderLanguage modelLanguage model1 sec
- 3Check amounts and taxRules and predictionRules and prediction1 sec
- 4Post it to the ledgerSystem integrationSystem integration1 sec
Anything over the approval limit still goes to the finance lead.
Total 5 sec
Illustrative example.
Why more than one model
One model can answer a question. A business process needs several: one to read the document, one to understand it, one to check it and one to act on it. We make them work as one team.
Two ways to win back time
Automate a whole process. Or streamline the one you have.
Process automation
End to end, with no hand-offs.
Each step goes to the model best at it, and the work moves on by itself, following your rules at every turn.
INV-7731.pdf
Read
Vision
Match
Language
Check
Rules
Post
Integration
Posted to the ledger
5 seconds, no hand-offs
Workflow streamlining
Find the slow steps. Take them out.
We study how the work runs today, automate the parts that eat the hours and keep the standards your team already works to.
Hours a week spent on the process
Before38 hours
After6 hours
What we automate
The work that fills the week, done for you.
Data processing
Files in. Reports out.
Data pulled from every system, checked, cleaned and turned into the report your team needs, on schedule.
- sales_week_39.csv
- Warehouse API
- Branch returns.xlsx
- Courier updates
Monday, 8:00 AM
Weekly operations report
- 12,480
- Rows checked
- 14
- Fixed
- 2
- Sent to a person
Customer service
Every message to the right desk.
Requests read, weighed for urgency and routed with a reply drafted, day and night.
- Charged twice for my orderBilling
- Where's my parcel?Delivery
- Can't sign in since the updateTech support
- Love the new app!Feedback
Marketing
The right message for each group.
Customers grouped and scored, so campaigns reach the people most likely to act.
Returning buyers92
Recent sign-ups64
Browsed, didn't buy47
Lapsed customers23
Analytics
Know the moment something changes.
Your numbers watched all day, with an alert when one moves the wrong way.
Refunds up 3× since 2 PM
Monitoring
Every run on record.
Each run is logged, and anything unusual is set aside for a person to decide.
Today: 1,284 runs, 3 sent to a person
- INV-7731Posted
- INV-7732Posted
- INV-7733Over limit, to finance
- INV-7734Posted
How it works
One team, from the first map to a process that runs itself.
01
Discover
We map the process as it runs today and find where the hours actually go.
02
Design
We choose the models for each step and decide what still needs a person.
03
Build
We connect the models to each other and to the systems you already use.
04
Launch
We test it on real work, roll it out in stages and train your team.
05
Improve
We watch every run and keep tuning it as volumes and rules change.
What automation gets you.
- Hours back. Multi-step work that took people all week runs in minutes, around the clock.
- Lower cost. Less manual handling and fewer errors to fix, with a return you can measure within months.
- The same every time. Models don't get tired or skip a step, so every run follows the rules.
- People on real work. Your team spends its time on customers, decisions and growth, not copying and pasting.
- Fits what you have. It works with your current systems, so there's no big switch-over.
- Here after launch. We monitor, support and improve it long after it goes live.
Industries
Built for the work your sector runs on.
Financial services
Compliance checks, fraud detection, transactions and onboarding
Healthcare
Patient records, appointments, claims and diagnostic support
Retail and e-commerce
Inventory, orders, customer service and personalised marketing
Manufacturing
Quality control, supply chain, maintenance and scheduling
Professional services
Documents, client communication, projects and billing
Technology
DevOps, customer support, user analytics and release workflows
Let's hand the busywork to AI.
Tell us which process takes up your team's week. Our engineers will map it with you and show you what can run on its own.