The problem
Most enterprises have invested heavily in modern ways of working. The principles are known. The practices exist. But the results still vary.
Low delivery predictability
Teams operate at different maturity levels, so results vary and leaders can’t see which actions truly drive business outcomes.
No unified view across teams
Data is scattered across tools and spreadsheets, making comparisons painful and systemic risks hard to spot.
Initiatives are too generic
Most initiatives ignore each team’s real context and maturity, so progress feels random and nobody knows what worked.
5–10%
Productivity uplift in the first 90 days
30%
Lower reliance on external consultants
€75k–150k
Annualized value per 100 FTEs within 90 days
for engineering leaders
Aidrian helps engineering leaders build exceptional teams that deliver consistent, measurable business results. By translating scattered team data into leader-ready insights, Aidrian pinpoints the next best actions to take and links every improvement directly to enterprise-level business drivers.
01 Get a 360° view of every team
See how every team is performing across delivery, quality, and culture in one place—no spreadsheets, no guesswork.
02 Track improvement that actually moves business KPIs
Link team improvements directly to business outcomes like throughput, reliability, and cost of waste—measured in weeks, not quarters.
03 Make investment decisions backed by evidence
Know exactly where to invest by seeing which gaps in flow, automation, or safety hold teams back.
04 Spot risks before they become roadblocks
Detect early signs of burnout, stagnation, or delivery drag so you can act before they impact OKRs.
05 Prove the ROI of transformation
Show how capability growth translates into higher productivity, faster delivery, and measurable business impact.
06 Build a high-performance system that sustains itself
Turn continuous improvement into part of your organization’s DNA—where every team learns, adapts, and sustains progress.
07 Normalize team composition
Gain clear, apples to apples comparisons across all teams and providers, along with insights into where composition is helping or hurting performance, and what to adjust to improve outcomes.

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 coaches & mentors
Aidrian helps coaches and mentors turn every team interaction into visible, lasting progress. By translating scattered team data into clear coaching insights, Aidrian shows where to focus effort for maximum impact, keeps change moving between sessions, and proves the measurable results of your guidance across teams.
01 See team health instantly
No more digging through Jira boards, spreadsheets, and notes. You can see how every team is doing right now across delivery, collaboration, and morale—and know exactly where your attention is needed next.
02 Turn insights into next steps that work
Stop guessing what to coach. Clear, data-driven recommendations show which habits and practices will move the needle fastest for each team, turning retro talk into measurable progress.
03 Support more teams without burning out
You can’t be everywhere at once—but with automated progress tracking, pulse follow-ups, and AI-generated conversation starters, every team gets consistent support between sessions while you stay focused on impact, not admin.
04 Scale success across the organization
When one team figures it out, that win doesn’t stay hidden. Proven playbooks and coaching patterns can be cloned and applied to similar teams so good practices spread naturally and success compounds.
05 Measure your coaching impact in numbers
You’ll finally have the data to prove how your coaching drives results—showing exactly how maturity gains translate into faster delivery, better quality, and happier teams.
06 Build an ever-smarter coaching system
Every intervention, every improvement adds to a growing knowledge base. Over time, you’ll create an institutional memory of what works—so each round of coaching starts stronger than the last.

ARISE
As the engine, the ARISE Model gives you a real-time view of how your teams work and what they need next. It pulls every dimension of performance into one system that measures, interprets, and guides in the moment. As teams shift, people rotate, or new members join, the model adapts instantly. Instead of losing momentum, you get continuous clarity, steady alignment, and clear next steps that move your business outcomes forward every day.
Always sensing, always improving
The model continuously captures signals across flow, quality, collaboration, and morale. It turns those signals into precise guidance so every team knows exactly where to focus.
Built for real team dynamics
Teams evolve. The model understands this and recalibrates automatically, even across different team types. It adapts its recommendations to each team’s context so performance never slips into guesswork.
Aligned with business outcomes
Everything connects back to value. The model prioritizes actions that lift the KPIs that matter most, from delivery speed and reliability to customer impact and workforce health.
Move beyond the what
Don’t just measure performance. Enable it.
Aidrian closes the gap between insight and action. Where dashboards stop at highlighting problems, Aidrian goes further by diagnosing what drives them and guiding teams with the exact steps to improve.
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.

Team Types
Support apples and oranges
Every enterprise runs on a mix of team types. Each team has its own way of working, but they all need to deliver results together. Aidrian makes this manageable. It provides a shared model that creates insights and enables every team consistently, no matter its type. This gives leaders and teams a common language to see strengths, spot gaps, and direct improvements, and answers a key question: are all our critical team types healthy enough to deliver the outcomes the business depends on?
Supported team types
business drivers
Link team performance to business results
Every enterprise runs on the same fundamentals: financial health, customer loyalty, operational reliability, growth, risk control, engaged people, sustainable practices, and agility. These are the levers executives rely on to judge whether the business is creating real value. Aidrian makes those drivers actionable by linking these drivers to the engineering performance that shapes them. You decide which of the eight preconfigured drivers to prioritize, and Aidrian aligns improvement with what matters most for your strategy.
tracked business drivers

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
You’re One Sprint Away From Clearer Signals and Faster Progress
Other teams are already using Aidrian to unblock work, improve performance, and scale their impact. You don’t want to keep guessing when you could start moving.
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.

