What's included
Reduction in
manual workflow load
What's included
The problem with
"messy" internal tools
Most teams start with simple zaps that quickly spiral into unmanageable spaghetti code. When an API changes or a token expires, business-critical processes break silently.
We treat automation as software engineering. Every workflow is mapped, error-handled, and documented so your team isn’t dependent on a black box.
Deliverables
What's included
Strategy
Architectural alignment before implementation.
- Workflow mapping
- Success criteria definition
- Risk & dependency review
Build
Controlled deployment of automation infrastructure.
- Automation flows
- System integrations
- QA & testing checklist
Handoff
Operational enablement and system ownership transfer.
- Technical documentation
- Team training
- Operational runbook
Support
Ongoing performance governance and system optimization.
- System monitoring
- Iteration cycles
- Performance adjustments
How we work
A process built for results
Clear milestones, constant communication, and zero hand-waving. Here’s how we get from idea to impact.
Discovery & Success Criteria
We map your current workflows, identify bottlenecks, and define clear metrics for success.
Map Workflows + Data Access
We document every step, identify bottlenecks, and determine what data and systems need to connect. No surprises down the road.
Build + Test + Security Review
We build incrementally, test thoroughly, and review security at every stage. You see progress weekly and can give feedback early.
Launch + Monitor + Iterate
Go live confidently. We monitor performance, catch issues, and optimize based on data.
AI agents & internal tools examples
See what's possible
Real scenarios we’ve automated for teams like yours
Lead Intake & Enrichment
- Cleaner leads. Faster handoff.
Support Triage
- Faster triage. Cleaner queues.
Invoice Processing
- Fewer errors. Faster close.
What clients say
FAQ
Questions about DEXA
Everything you need to know before we start working together.
What is DEXA?
DEXA is the operating system for modern EDI. It combines partner onboarding, specification-driven integration design, deterministic translation, transaction visibility and agentic operations in one platform.
What does 'live in hours' mean?
It means live in production: the integration is mapped, validated against the partner’s real sample data and exchanging transactions. Partner-side certification still runs on the partner’s calendar.
Is an AI model running in the transaction path?
No. DEXA uses AI to generate the translator and related artifacts. The production runtime uses generated, cached and deterministic translators.
What is MRS?
MRS stands for Mapping Requirement Specification. It captures the source schema, target schema, mappings and business rules and acts as the source of truth for the integration.
Can business analysts use DEXA without developers?
Business analysts can own partner setup, specifications and routine changes without putting every change into a developer queue. Developers remain important for architecture and complex integration work.
What happens when a trading partner changes its requirements?
Update the MRS. DEXA regenerates the grammar and mapper, validates the specification, re-tests the integration and prepares the approved configuration for deployment.
How does DEXA handle EDI errors?
DEXA traces the document journey, identifies the failure and supports replay after a fix. DEXA Mind adds failure classification, root-cause analysis, partner notifications, ticketing and guided remediation were earned.
How does DEXA's autonomy model work?
Capabilities move through Veto -> Suggest -> Approve -> Auto. Autonomy is earned per capability, error class and partner, and can be automatically reduced when quality drifts.
Can DEXA connect with our existing systems?
Yes. DEXA connects over named channels including AS2, SFTP, HTTPS and REST APIs, file shares, message queues and VAN, and supports X12, EDIFACT, XML, JSON, flat file and CSV.
How does migration work?
DEXA supports phased migration. Its evidenced migration path includes extracting legacy maps from IBM Sterling, converting them into readable specifications, comparing real outputs side by side, explaining discrepancies and cutting partners over in waves.
Is DEXA available yet?
DEXA is currently in private validation with a trusted group of transportation, logistics and supply-chain teams. Private briefings are available for qualified prospects.
