AI-Powered Agile

AI-Powered Agile Estimation Tool

Keep your project on track, before it's too late to act.

47% of agile projects run late. Baseliner catches project drift before it becomes a crisis β€” connects to Jira in 2 minutes.

NO CREDIT CARD REQUIRED
πŸ“3-Point Estimation
🎯95% Accuracy
πŸ‘₯Built for Agile
πŸ”—Jira & Excel Sync
Velocity: 177
Risk: Low
Synced
AI Active
Sprint 24 Timeline Drift: +10% Budget: +13.9%
94% β–Ό
Completion 94%
Baseliner Est. 195
Velocity 177
Status Title Estimates Baseliner Actual Risk
Auth Implementation 162424 23 21 High
Stripe Integration 888 8 8 Low
β€’ Sprint goal 85% achieved β€’ 4 days remaining β€’ Recommended focus: Auth module β€’ AI suggests pair programming
Diagnostic

Why Do Agile Projects Fail?

  • Sprints carry over unfinished work
  • Inaccurate task estimates
  • Scope creep β€” new tasks not estimated
  • No easy detection of task slippages
  • No clear definition of done
  • Inconsistent agile understanding

If you recognise 2 or more β€” your project needs a baseline reset now.

Sprint 1
Slippage
Sprint 2
Carry Over

"We had Jira. We had sprints. We had standups. What we didn't have was any way to know β€” before it was too late β€” whether we were going to hit our deadline. We found out at week 10 of a 12-week project."

Head of Engineering

Baseliner User

Diagnostic

Why Agile Projects Still Go Off Track

↓

47% of Agile Projects are delivered late

Lack of performance transparency leads to delayed decision making. (Scrum.org 2021)

↓

70% fail to deliver anticipated benefits

Lack of team engagement and execution focus are common causes. (BCG 2020)

Project Drift Dashboard
Timeline Drift
+45%
Budget Overrun
+66%
Risk identified after impact β€” stakeholder confidence declining.
Outcome

At Risk→Optimized

0%

AI-Powered Baseline

95% Completion Ratio

βœ“

On-Time Delivery

Within Budget

Predictive insights actively preventing overruns.

The Baseliner.ai Concept

A quick introduction to how teams are rethinking Agile estimation with AI

Performance

See Baseliner increases team performance

The only agile estimation software that tracks performance and reduces decision latency.

Sprint Estimation (AI)

Auth Setup5h
Payments15h
Total20h

Performance Metrics

Completion Ratio
Risk Factor
Low

Predictive Alerts

⚠Sprint may exceed timeline by 2 days
βœ“Velocity within expected range
NO CREDIT CARD REQUIRED

AI Features Built for Agile Estimation

Plan Smarter with Similar Task Intelligence

Stop guessing estimates. Baseliner surfaces similar completed tasks with estimates, risk factors, and reasoning.

Automatic Sprint Insights After Every Sprint

Baseliner auto-generates what went well and what needs improvement β€” backed by real data, not opinions.

Know If Your Project Is Really on Track

AI tags your project as On Track, At Risk, or Behind Schedule β€” with full reasoning and recommendations.

Sprint Processed
Went Well
Needs Work
Project Beta

See how Baseliner transforms your sprint planning β€” start your free trial today.

NO CREDIT CARD REQUIRED Β· CANCEL ANYTIME
How It Works

Create your first baseline in under 5 minutes!

From integration to sprint prediction in four simple steps.

1

Connect

Sync with Jira, Azure DevOps, and Monday.com via secure API.

2

Baseline

Set realistic baselines using AI-driven 3-Point Estimation.

3

Track

Monitor live sprint execution β€” automatic, no manual effort.

4

Predict

Detect budget & timeline risks before they impact delivery.

Import Your Existing Projects in Minutes

Already using Jira, Monday.com, Azure DevOps or Excel? Bring data into Baseliner in under 2 minutes.

AI-Powered Baseline86% Accurate
On-Time DeliveryOn Track
βœ“ Project Optimized β€” Predictive insights keeping project on track.

Baseliner.ai: Your AI Co-Pilot for Predictable PMO Delivery

47% of tech projects fail due to poor estimation and no reliable baseline. Baseliner analyses real sprint data, builds accurate baselines, and gives live visibility into execution vs plan.

What You Get
βœ“Full visibility into sprint progress and team performance instantly
βœ“Catch budget overruns and timeline slippage early
βœ“Deliver confidently with AI project estimation & data-driven planning
See It in Action β†’
Capabilities

What Baseliner Helps You Do

Enterprise capabilities for modern agile teams.

AI & 3-Point Estimation

Automatically correct human optimism bias using historical velocity data.

Planned: 3d→AI: 4.5d
Real-Time Performance Tracking

Visualize sprint progress instantly without waiting for standups.

Completion Ratio
Timeline Drift Alerts

Identify bottlenecks and scope creep before thresholds are breached.

Risk: Delay +2 days
Project Baseline Intelligence

Track baseline stability and deviation scores as data changes live.

Complexity Score0
Project Management Integrations

Plugs into your existing tools β€” Jira, Monday.com, Azure DevOps, Excel & more. No migration needed.

Pricing Tiers

Delivery insurance, priced for how you actually ship.

Every plan exists to stop one thing: finding out your project is late after the damage is done.

Tier 01

The Sprint Audit

$0/mo

Delivery leads rescuing a single drifting project right now.

βœ“1 active project
βœ“50 calibrated backlog tasks
βœ“Historical velocity baseline model
βœ“Live 2-minute sync to your existing workflow
Tier 03

The Portfolio Gatekeeper

$8/user/mo
min. 25 seats Β· annual

Engineering directors matching multi-team execution against business targets.

βœ“Full multi-team portfolio visibility
βœ“Cross-team estimation calibration
βœ“48-hour critical remediation SLA
βœ“Dedicated baseline onboarding engineer
Secure project data
Works with existing workflows
Compatible with your existing tools

Learn How Predictable
Delivery Actually Works

Read the Blog β†’
How Baseliner AI Supports Every Stage of a Sprint
How Baseliner AI Supports Eve…

Baseliner Ai has introduced three new AI features specifically designed to supp…

Jul 28, 2026 Read More β†’
Why Most Software Projects Go Over Budget And How to Prevent It
Why Most Software Projects Go…

Project cost estimation is where most software projects succeed or fail, long b…

Jul 24, 2026 Read More β†’
Agile Project Management Best Practices and Tools for Modern Teams
Agile Project Management Best…

Agile project management is an iterative approach to planning and delivering wo…

Jul 19, 2026 Read More β†’

Frequently Asked Questions

Sprint planning falls apart when estimates are just guesses. An agile estimation tool grounds your numbers in real data.

Yes. Connect to Jira and it pulls live data instantly. No CSV exports or copy-pasting needed.

Every sprint gets measured and compared so you see exactly where your team speeds up or slows down.

One dashboard for all your teams. No more chasing status updates.

Others tell you what happened. Baseliner tells you what's about to happen β€” and gives you time to act.

It analyses past sprints, spots patterns, and builds estimates that reflect how your team actually works.

Very. Walk into sprint planning with data-backed estimates and a clear picture of realistic delivery.

Not long. Connect Jira or Excel data, set your first baseline β€” tracking live within the same day.

Stop Guessing
Start Delivering

Ready to Take Control with the Right Agile Estimation Software?

Thousands of agile teams stopped guessing and started delivering. Yours can too.