Forward deployed AI engineering
AI agents deployed inside your operation.
Production code, on your systems, with your data. A human validates before anything goes out. Governance from day one.
Quoting agent · Distributor, Brazil
ChannelWhatsApp → ERP
Golden dataset42 / 42 lines
Human validationOn
Kill switchArmed
Model cardv1 · Sep 2026
One engineer, four hats
The roles a deployment needs. At the same time.
Software engineerProduction code on your infrastructure, with your tools. No prototype with fake data.
Business consultantMaps your process and turns the pain into scope. Two questions save three days.
Product managerWhat the field teaches goes back into the agent. Monthly review with numbers.
Governance leadThe SoAITrust difference: model card, risk assessment and audit trail shipped with the agent.
Pace
Weeks, not quarters
1week to scope the first agent
4–8weeks to production
95%accuracy on your data before autonomy
Offers
Start small. Grow on the same infrastructure.
Step 1
Discovery week
Quoted after discovery
- The task worth automating first
- Map of systems and data
- Fixed quote for the first agent
Step 2
First agent
Quoted after discovery
- Built on your infrastructure
- Human validation before autonomy
- Golden dataset and model card
Step 3
Extra module
Quoted after discovery
- Delivery notices
- Customer reactivation
- Billing reminders, dashboards
Ongoing
Operated agent
Quoted after discovery
- Monitoring and alerts
- Retraining on new cases
- Monthly review and audit log
Fixed quotes are agreed after the discovery week, by complexity and scope.
How it works
From immersion to autonomy, with a switch in your hand.
ImmersionA week inside your operation. We watch the work, not the slides.
BuildProduction code on your infrastructure, reading your real data.
Shadow modeThe agent works silently. We measure it against what people actually did.
AssistedA person approves every output. Every correction teaches the agent.
AutonomousAlerts, limits and a kill switch. You can pause it in one click.
Case
Quotes from WhatsApp, straight into the ERP
Confidential client
Consumer goods distributor · Southern Brazil
Customers send order lists by WhatsApp: text, audio, photos of handwritten notes. The agent reads them, resolves the customer and the products against the ERP, and drafts the sales quote with the right codes and the customer's usual prices. A validator approves before it goes out.
WhatsApp→Agent→Validator→ERP quote
42 / 42lines correct on the golden dataset
8weeks from immersion to production
3modules queued on the same infrastructure
Who it is for
Operators and tech teams.
Operators
Your team drowns in repetitive work
- Distributors, industry and services with an ERP and a WhatsApp line
- Quotes, orders, follow-ups, billing notices
- You want results in weeks, on the systems you already have
Tech teams
Your customers need someone on site
- Software companies in the US and Brazil deploying AI at customers
- Fractional forward deployed engineer, 3-month engagements
- Governance deliverables your enterprise buyers ask for
Governance built in
Every agent ships with its paperwork
Before go-live
- Golden dataset from your real cases
- Model card
- Risk assessment (NIST AI RMF)
In operation
- Human validator
- Kill switch and limits
- Audit log of every decision
Compliance
- LGPD and GDPR by design
- ISO/IEC 42001 ready
- Assessed by SoAITrust
Contact
Tell us what eats your team's time
We reply within 2 business days with a slot for a 30-minute call.
Fixed quotes are agreed after the discovery week, by complexity and scope.