Performance intelligence and execution for digital value streams.
Most enterprises are data-rich, but they are performance-poor. Close the loop between data and decisions with the closed-loop engine your dashboards leave open.
The problem
Most enterprises are data-rich, but they are performance-poor. Two forces make delivery performance for digital product/service value streams an executive problem now — and none of them are solved by another dashboard.
Value stream transformations
Enterprises are mid-redesign with no systematic way to prove the new model is working.
No one closes the loop
Data is scattered across tools and spreadsheets, making comparisons painful and systemic risks hard to spot.
Higher realized ROI on transformation programs
Lower lead time for new products and services
Reduction in wasted tool investments
for engineering leaders
You have dashboards and metrics, but your delivery organization still isn't predictable. Aidrian helps you go beyond seeing what is happening. It connects the dots to why it happened and delivers intelligent guidance on how to best move forward, tied back to business drivers.
Every team is seen against the same model. You know where investment is moving the needle and where it is not, without stitching together five dashboards.
Friction, rework, and unplanned work get removed without trading off reliability or engineering health.
Struggling teams, escalating quality issues, and delivery risk are surfaced before they become crises.
Each team's experience becomes shared learning across the organization. Patterns that worked propagate; patterns that failed do not get repeated.
Forecasts move from belief to measured throughput and lead time. Commitments hold.
Integrations
Teams begin with lightweight check-ins and nudges. When you're ready to go deeper, Aidrian supports over 100+ enterprise tools, including Jira, GitHub, Confluence, and more.
Jira 
Azure 
GitHub 
GitLab 
Bitbucket 
Confluence 
ServiceNow 
More for CXOs
Aidrian helps CXOs close the gap between data-rich and performance-poor at the enterprise level. By converting scattered enterprise data into visibility across every value stream, Aidrian shows where investment is producing returns, where capacity is being absorbed, and whether transformation and AI investments are actually moving the business.
Every initiative and ways-of-working change is tracked against before-and-after performance data. You stop paying for consultancy reports the board no longer accepts.
Seat counts and code-acceptance rates do not prove ROI. Aidrian measures what changes in cycle time, quality, collaboration, and cognitive load when AI enters the workflow.
Continuous monitoring of every value stream surfaces the friction, rework, and coordination overhead absorbing capacity.
Continuous human signals on engagement and team health surface struggling parts of the organization before people leave.
When throughput does not match headcount growth, the cause sits inside the system of work. Aidrian finds it.
The platform identifies which investments are producing returns and which are not, so cuts land surgically and capacity moves to where it pays off.
Aidrian runs on three connected performance models, one per layer of the digital value stream. Portfolio measures how the organization decides and invests. Product measures how products create value and growth. Team measures how teams deliver. Together they trace performance from strategy to outcomes, in one intelligence system.
Portfolio
How the organization decides and invests. Strategic priorities, funding, capacity, governance quality, and how investment decisions translate into value-stream flow and measurable outcomes across the enterprise.
Product
How products create value and growth. Product direction, market positioning, prioritization discipline, execution effectiveness, and whether delivered capabilities translate into adoption, monetization, and business impact.
Team
How teams deliver. Flow, quality, predictability, psychological safety, engagement, and the operational realities of different team types, with guidance for each team's next best action.
How we solve it
From data to answers, three ways.
Aidrian closes the gap between data and decisions through three pillars: a closed loop that turns operational data into defensible answers, AI pattern detection that surfaces what no dashboard catches, and a model that sees both the system and the people who run it.
01 · The closed loop
Close the loop every other tool leaves open.
Where dashboards stop at highlighting problems, Aidrian goes further. The closed loop shows what is happening, explains why, guides teams to the right next step, and proves whether the change actually moved the needle. Operational data turns into decisions you can defend.
It looks like high Review Wait Time is slowing you down. Digging deeper, I found that PRs larger than 200 lines are sitting idle for 2.5 days on average, causing context switching and delay.
02 · Evidence over narrative
Surface what would otherwise go unnoticed.
AI continuously scans the combined signals and surfaces patterns that no human or dashboard would catch in time: drift, escalating quality issues, behavioral shifts across teams. Each pattern becomes evidence the engineering leader can act on, traceable back to the business drivers that depend on it. Walk into every executive review with the answer already on the platform, not with a story you hope to defend.
03 · Both halves of the picture
See the system and the people in one model.
Most performance tools see one half of the picture. Aidrian combines delivery telemetry from Jira, Azure DevOps, and GitHub with continuous human signals captured in the flow of work, then normalizes across every team type with adaptive fairness logic. An SRE team is not compared against a product team. A new team is not held to the standard of an established one. One model, every team, both halves seen, fair comparisons.
Meet global standards for privacy and security
Aidrian adheres to global privacy and security laws and standards to help you meet your compliance obligations.
GDPR 
NIST CSF 
ISO 27701 
OWASP Top 10 ISO 27018 ISO 27017 
CCPA APPI Here's how easy it is to get started
Start with zero setup
No integrations or implementation plans required. Try Aidrian with just one team in under 10 minutes.
See what's working (and where to lean in)
Live dashboards and nudges help you understand team patterns right away.
Take the right next step
Use guided playbooks, lightweight check-ins, and proven team practices tied to real results.