PRE-LAUNCH PRODUCT • BOSTON, MA

AI workflows your team can actually control.

Axtryll Control is the governance layer for operational AI—prioritize the right workflows, test every release, require human approval, and see what happened after deployment.

Explore the demo Review technical proof →
Evaluation-first Human approval gates Audit-ready events
Axtryll
Approval gateRequired
Quality score94 / 100
Event loggedTrace complete

Built for teams moving from
AI experiments to operations.

Agent workflows
Business automation
Governed delivery
THE CONTROL LAYER

One place to decide, test,
approve and observe.

Explore a working product concept using synthetic demonstration data. No customer or production results are represented.

OPERATION CENTER

Workflow portfolio

System healthy
SUCCESS RATE96.8%+2.4%
RUNS / 30 DAYS4,190synthetic
OPEN EXCEPTIONS123 need review
EST. COST / RUN$0.18−11%
Workflow registryPriority score
Approval queue1 pending
HIGH IMPACT

Invoice exception review

Proposed release changes the model and adds an automated vendor-data lookup.

Eval suite passed Rollback configured Data policy checked

Interactive concept demo · All figures and records are synthetic

HOW WE BUILD

Measured outcomes.
Bounded risk.

Start with the operating constraint, not the model. Every engagement produces a tested system and a decision trail your team can own.

01

Prioritize

Score candidate workflows by value, feasibility, risk and data readiness.

02

Prove

Build a bounded pilot with evaluation data, failure modes and release gates.

03

Operate

Deploy with observability, human controls, documentation and handoff.

ORIGINAL TECHNICAL PROOF

Evidence before adjectives.

Three original, self-directed demonstrations of how Axtryll approaches automation, AI evaluation and software quality. These are not client case studies.

01
AUTOMATION · DEMONSTRATION

AI opportunity audit

A practical prioritization model for finding the workflows worth automating first.

Open brief
02
EVALUATION · DEMONSTRATION

RAG evaluation sprint

A test-first approach to retrieval quality, grounding, abstention and release gates.

Open brief
03
QUALITY · DEMONSTRATION

QA automation baseline

A reproducible quality layer for software delivery and AI-enabled operations.

Open brief
START SMALL, PROVE VALUE

A practical path from
one workflow to a system.

01

Opportunity audit

A ranked automation roadmap, architecture direction and a pilot recommendation.

1–2 weeks
02

Governed pilot

One production-minded workflow with evaluations, approval gates and observability.

2–6 weeks
03

Control layer

Expand successful pilots into an operating portfolio with durable governance.

Ongoing
AXTRYLL · PRE-LAUNCH

Bring one stubborn workflow.

We’ll map the fastest honest route to a measurable result.

Start on Upwork