Stop Estimating What Your Engineering Organization Is Worth. Start Knowing.
CRED is the intelligence layer that gives technology leaders a real-time view of what their engineering organization is actually producing. Output is measured, capacity is visible, and the signals that predict delivery risk are acted on before they become costs.
A. Chen
Senior SWE
M. Torres
Staff SWE
R. Patel
SWE II
P. Nguyen
Data Engineer
S. Kim
Senior SWE
T. Osei
Staff Data Eng
J. Okafor
SWE II
C. Brooks
Frontend Eng
ACTIVE RISKS
Payment service p99 latency spike
Revenue-blockingCapacity concentration: 2 engineers hold 67% of critical path
Delivery riskFlaky E2E test suite: 12 tests quarantined
Dev velocitySprint velocity down 22%, 4th consecutive week
Delivery riskOn-call rotation: 1 engineer covering 3 critical services
Burnout riskTHE PROBLEM
Engineering is the most expensive function. It is also the least measured.
CTOs and engineering leaders make resourcing decisions, roadmap commitments, and hiring calls based on sprint velocity proxies, subjective performance cycles, and capacity estimates that are weeks out of date by the time they reach a planning meeting.
The signals that actually predict engineering output exist in your systems right now: individual contribution velocity, cross-system productivity patterns, technical debt accumulation, full-stack capability distribution, and dollar-value-per-hour output. They are simply not connected.
"Software developers spend only 32% of their time writing code. The remaining 68% is consumed by meetings, context-switching, reviews, and coordination overhead, none of which appears in a sprint report."
McKinsey & Company, Yes, You Can Measure Software Developer Productivity, 2023
"The average developer spends 17.3 hours per week dealing with maintenance issues and technical debt, more than 40% of the working week."
Stripe, The Developer Coefficient, 2018
SIGNAL TIMELINE: THE GAP BETWEEN VISIBILITY AND COST
Dollar Value Efficiency Decline
Cost-per-output rising 18%: cross-team pattern confirmed
Capacity Concentration
67% of critical-path output in 2 contributors
Velocity Divergence
3 engineers below benchmark for 6 consecutive sprints
Missed Roadmap Commitment
Board visibility. Customer impact. Revenue consequence.
The gap between the first CRED signal and the missed commitment is the value proposition.
THE CRED ENGINEERING INTELLIGENCE LAYER
Closing the Output Black Box.
Every engineering organization has an Output Black Box: the gap between what your systems are recording and what leadership can actually see. An undetected signal becomes a delivery miss. A delivery miss becomes a board-level cost.
By the time it is visible, three months of compounding cost have already been paid. CRED closes that gap before the first domino falls.
ENGINEERING INTELLIGENCE SCORE
81/100
6 active signals across 3 dimensions
Derived from GitHub, Jira, Slack, and product signals across five engineering dimensions.
Productivity Intelligence
Individual & team output scored against objective benchmarks
Capacity Visibility
Real-time utilization aligned to roadmap priorities
Dollar Value Output
Every engineering hour measured against business return
Technical Risk Monitoring
Debt and failure signals surfaced before they block delivery
Full-Stack Capability Mapping
Contribution depth by domain, derived from actual work output
CRED doesn't replace your stack: it connects it. GitHub, Jira, Slack, and your product systems unified in days, not months.
WHAT CRED DELIVERS: 01
Engineering Productivity Intelligence
What your engineers are producing, not just what they are doing.
Most engineering productivity measurement stops at PR count and story points. These are activity metrics, not output metrics. CRED connects GitHub, Jira, Slack, and your product data to build a true picture of individual and team contribution, velocity, quality, collaboration depth, and cross-system impact, scored against objective benchmarks derived from your own highest performers.
WHAT CRED SURFACES
Individual velocity trends against role-specific benchmarks, updated continuously
Code quality signals: review turnaround, rework rate, and defect origin patterns
Collaboration depth: cross-team contribution, knowledge transfer behavior, and siloed output risk
Sprint-over-sprint trend lines surfacing performance drift before it becomes a delivery risk
A. Chen
M. Torres
R. Patel
S. Kim
J. Okafor
THE COMPOUNDING ADVANTAGE
An intelligence engine that gets harder to replicate every quarter.
Every productivity signal CRED captures sharpens the next hiring benchmark. Every capability gap it surfaces improves the next resourcing call. Every $/hr output calculation feeds the output model so the next quarter starts with a more precise picture than the last one ended.
"By 2027, 50% of software engineering organizations will use software engineering intelligence platforms to measure and increase developer productivity, up from just 5% in 2024."
— Gartner, Top Five Strategic Technology Trends in Software Engineering, 2024
That is not a tools advantage. It is an organizational intelligence advantage, one that compounds every quarter.
Connect
GitHub, Jira, Slack unified in days
Score
Every engineer and team benchmarked
Surface
Signals delivered before they become costs
Compound
Intelligence model sharpens every quarter
ENG. INTELLIGENCE SCORE
74
/100
DATA GOVERNANCE & SECURITY
Built for enterprise engineering environments.
Deploying output measurement across an engineering organization requires more than access controls: it requires a system that employees, HR, and legal can all stand behind. All engineering intelligence is processed within your private instance. Individual contributor data, commit history, output scores, and capability assessments are never shared, pooled, or used to train models outside your organization.
No employee sees another employee's data. Every access event is fully audited and exportable. Role-based access ensures engineers see their own performance and coaching. Managers see their direct reports. Leadership sees organizational aggregates.
CRED is designed to be introduced to your organization as a coaching and development tool, because that is what it is.
SOC 2
Independently audited security controls
Full Audit Trails
Every access event logged and exportable
Role-Based Access
Engineers see their own data. Managers see their teams.
Private Instance Only
Your data never leaves your environment
THE BOTTOM LINE
The signals that define your next two quarters are already in your systems.
The question is whether anyone is reading them, or whether you are finding out what they meant after a missed commitment, a surprise resignation, or a board conversation you were not prepared for. CRED makes the signals readable, actionable, and compounding. Before it costs you.
PRODUCT WALKTHROUGH
Ready to See What Your Engineering Organization Is Actually Worth?
30 minutes. Your engineering stack. We'll show your organization scored: live, using your GitHub, your Jira, your data.
EXECUTIVE BRIEFING
Start with an Engineering Intelligence Briefing
45 minutes with our platform architects. Your engineering organization, your stack, your competitive landscape: built around your context.