Plan, design, build and shipin one AI workspace.

www.stride.page · 2026-06-16 · by Long Nguyen ·generic
Stride runs your delivery cycle in one place: plan sprints, design architecture, run tests, and ship releases. The AI works from your project context.

Plan, design, build and shipin one AI workspace.

Stride, featured on Product HuntStride, featured on Product Hunt

The AI-native software delivery OS

Plan, design, build and shipin one AI workspace.

Replace 7 tools with one. Stories, diagrams, processes and tests live in one connected graph, so the AI sees your whole product, not a snippet.

Get started

Take the tour

From $9/seat/mo · most teams pick $29 · card required · cancel anytime

Stride, featured on Product HuntStride, featured on Product Hunt

Stride links every delivery artifact, from stories and acceptance criteria to diagrams, processes, tests, defects and releases, on a single connected graph, so changing any one updates everything related to it.

Change one artifact, every linked one updates.

PlanDesignOptimizeVerify

ORB-128Checkout story

AC × 6Acceptance criteria

C4Payment context

ADR-7Queue over cron

BPMNOrder process

What-if−38% cycle time

TC-87Checkout E2E

v2.4Release gate ✓

BUG-12Retry race

Scroll to explore

How It Works

From setup to shipping in 4 steps

No complex onboarding. No training required. Your team starts with the same context they'd build over months in a custom internal tool.

1

Connect Your Stack

Import from Jira, plug Claude Code or Codex into the MCP server, or start fresh. One-click OAuth, zero config.

2

Describe Your Project

Tell the AI about your tech stack, team size, and goals. It builds context automatically.

Describe your project...

3

AI Generates Everything

Stories, architecture options, test cases, process maps: all generated from your context.

4

Ship With Confidence

Quality gates, risk scores, and delivery health ensure every release meets the bar.

1

2

3

4

Connect Your Stack

Import from Jira, plug Claude Code or Codex into the MCP server, or start fresh. One-click OAuth, zero config.

Describe Your Project

Tell the AI about your tech stack, team size, and goals. It builds context automatically.

Describe your project...

AI Generates Everything

Stories, architecture options, test cases, process maps: all generated from your context.

Ship With Confidence

Quality gates, risk scores, and delivery health ensure every release meets the bar.

The Problem

Tool sprawl is killing your velocity

Your team juggles Jira for planning, Confluence for docs, Miro for architecture, TestRail for QA, and a dozen spreadsheets for process tracking. Context is lost between tools. AI is bolted on as chatbots that don't understand your codebase. Nothing is connected.

7+ toolsPlanning, docs, diagrams, QA and process tracking: the typical delivery stack

5×Every feature gets retold five times: ticket, doc, diagram, test plan, status update

\~$75Per seat, per month, for the typical Jira-era stack, before anyone ships

The Solution

One connected graph. Every module. Zero glue code.

01

Plan

Plan drafts epics + stories from your project history and prior sprints

02

Design

Design proposes solutions with trade-off analysis

03

Optimize

Optimize discovers bottlenecks and automation opportunities

04

Verify

Verify proposes tests grounded in your past defects, predicts regressions, enforces quality gates

ROI Calculator

See what you'll save

Drag the sliders to match your team. Every number shows its work, including what Stride costs you.

Your team profile

Adjust to see personalized results

Startup15 engScale-up50 engEnterprise150 eng

Team size25 engineers

5 engineers200 engineers

Current tools7 tools

3 tools15 tools

Avg. fully loaded cost of an engineer-hour$75/hour

$40/hour$150/hour

Net annual savings12.7× return on cost

$101,363

After subtracting Stride Pro for your whole team

Where it comes from

License consolidation$19,500

Reclaimed engineering time, 50% counted$90,563

Stride Pro, 25 seats at $29/mo−$8,700

Hours reclaimed / week

53h

across the whole team

Payback period

\~4 weeks

until Stride pays for itself

How we calculate this

  • $130 per user per year in license spend for each redundant tool replaced (your stack keeps one).
  • 0.35 hours per person per week saved per redundant tool, about 2 hours at 7 tools, from fewer context switches and less retyping between systems.
  • Time valued at your hourly rate over 46 working weeks, and only 50% of reclaimed time is counted as realized value.
  • Stride Pro at $29 per seat per month, billed for every engineer.
  • These are estimates, not a quote. Your numbers depend on your stack.
  • A 25-person team replacing 7 tools nets an estimated $101,363/year after Stride's cost

    Get started

    Modules

    Four modules that share one brain

    Structured AI for product teams: generate architecture options, write acceptance criteria, find process bottlenecks, predict defects, all on one connected graph.

    PlanDesignOptimizeVerify

    Plan

    Plan, backlog, and ship with AI in the loop. Stride drafts stories and acceptance criteria from your real delivery history: your velocity, what shipped, what slipped.

  • AI Issue Writer for stories, epics and acceptance criteria
  • PRD Studio: ready backlog, designs and tests from a single PRD
  • Custom board columns with WIP limits
  • Sprints, releases, velocity and burndown
  • Defect-prediction priority on every story
  • AI release notes from real tickets and commits
  • Explore Plan in the tour

    Stride / Board

    To Do2

    ORB-247AI

    Bulk CSV import

    3

    ORB-251

    Rate limit alerts

    2

    In Progress3/3

    ORB-238

    Checkout retry flow

    5

    ORB-242

    Session refresh

    3

    ORB-244

    Webhook signatures

    3

    Review1/2

    ORB-231

    Capacity API

    8

    Done4

    ORB-225

    SSO login

    5

    ORB-219

    Audit log export

    3

    Built For You

    Every role. One platform.

    Stride adapts to how you work: ship code, plan sprints, test quality, or design systems. Pick a role below to see how.

    MiraDeveloper

    NandiniProduct Manager

    JoshQA Lead

    KunalSolutions Architect

    Before Stride

    Jira · ORB-244

    awaiting status update

    Slack · DM from your EM

    "any update on ORB-244?"

    tests.todo

    stubs still unwritten

    feature/webhook-sigs

    stale for 3 days

    Context switching

    9 tab hops an hour

    \~2h/ day on status churn + context switching

    With Stride

    claude · stride mcpMCP connected

    pick up ORB-244 and get it moving

    stride.get\_story → "Webhook signatures" · 3 acceptance criteria

    stride.update\_story\_status → To Do → In Progress

    stride.create\_comment → "Branch pushed, tests drafted"

    Done. Status, tests and comment updated.

    ORB-244To Do

    Webhook signatures

    23

    Mira · Developer · Senior engineer · platform team. Accent primary.

    MCP: a tool for every objectWorks with Claude Code + CodexHard AI spend caps

    The platform

    Every artifact, one graph. One source of truth.

    Stories, tests, architecture, processes and defects live on one connected graph the AI sees whole, with the agent tooling and enterprise plumbing a serious team needs underneath.

    Story

    Test

    Diagram

    Process

    Defect

    One connected graph

    Every change, traced

    When a story moves, its tests light up. When architecture drifts, the stories that depend on it surface. No more "whose job is this?" meetings.

  • Live traceability matrix: story → test → defect
  • Story dependencies on a real graph
  • Diagrams, ADRs + processes cross-linked
  • Custom board columns with WIP limits
  • Share any artifact: signed URL, no sign-up
  • Workspace-scoped AI

    AI that reads your project

    Every AI call, from story drafts to test gen to ADRs, is grounded in your workspace graph. Context is the model, not the prompt.

  • PRD Studio: backlog, designs and tests from one PRD
  • AI stories, epics + Gherkin test generation
  • Defect-prediction priority on every story
  • AI release notes from real tickets + commits
  • Hard AI cost caps: credits, budgets, alerts
  • Agents · API · Governance

    Built for agent fleets

    Stride is an MCP server. Claude Code and Codex work your backlog with the same RBAC, audit log and budget caps as any teammate.

  • A production MCP tool for every object in your workspace
  • REST API + webhooks for your stack
  • RBAC + audit log on every mutation
  • Jira · Linear · GitHub sync + CSV import
  • Under 2 minutes to set up, from $9/seat
  • Stride vs the rest

    How does Stride compare?

    One platform vs. five tabs and an admin team. We tell you when Jira or Linear is the better fit, and why most teams still pick Stride.

    Allvs Jiravs Linear

    One bill, not five

    The price of doing it the old way

    Add up the tools you'd buy to match Stride's feature set. Stride is the same value at a flat $29/seat.

    All-in

    #### Stride Pro

    AI-native delivery OS

    $29/ seat / mo

  • Plan + Design + Optimize + Verify
  • Library docs + diagrams in-platform
  • AI on every artifact, no add-ons
  • One vendor, one bill, one login
  • The other way

    #### Jira-anchored stack

    5 vendors, 5 contracts, 5 separate AI add-ons

    Jira PremiumReplaced by Stride · Plan$14.54

    ConfluenceReplaced by Stride · Docs$5.16

    LucidchartReplaced by Stride · Design$9.00

    Xray for JiraReplaced by Stride · Verify$10.00

    TestRailReplaced by Stride · Verify$36.00

    Total / seat / mo$74.70

    The other way

    #### Linear-anchored stack

    5 best-of-breed tools instead of one platform

    Linear BusinessReplaced by Stride · Plan$16.00

    Notion PlusReplaced by Stride · Docs$10.00

    LucidchartReplaced by Stride · Design$9.00

    TestRailReplaced by Stride · Verify$36.00

    ChatGPT TeamReplaced by Stride · Plan$25.00

    Total / seat / mo$96.00

    You save $46–$67/seat/mo· 61–70% lower TCO

    Numbers assume one seat per tool with the cheapest plan that matches Stride's feature set. Prices verified against vendor pricing pages on 2026-04-29; your real procurement quote will be higher than this.

    | Feature | Most completeStrideAI-native delivery OS | IncumbentJiraConfigurable issue tracker | Modern challengerLinearPolished issue tracker | | -------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------- | --------------------------------------------------------- | ------------------------------------------------------- | | AI & automationAI baked into every artifact. Not an add-on, not a separate tab. | | | | | AI-written acceptance criteria | | Via add-ons (extra cost) | Basic (Linear Assistant) | | AI test case generation | | | | | AI release notes | | Via marketplace apps | | | AI architecture reviewAI flags risk in your C4 diagrams + ADR drafts. | | | | | AI process mining + automation | | | | | Cross-discipline coverageOne platform for PM, architecture, QA, and process. No glue tools. | | | | | Architecture diagrams + ADRs | | | | | Process mining + simulation | | | | | QA test coverage as first-class | | Via marketplace apps | | | Defect tracking | First-class | | Labels on issues | | Cross-module traceabilityEvery story links to its tests, ADRs, and processes. | | | | | Collaboration & UXModern, opinionated UX that ships ready to use. | | | | | Issue tracking + sprints / cycles | | | | | Real-time collab + @mentions | | | | | Public shareable artifact links | | | Projects only | | Modern UI out of the box | Works in 5 minutes | Expect a week of config | Best-in-class | | Native mobile appHonest: Linear's mobile app is more mature than ours. | PWA | | Best-in-class | | Pricing & setupPredictable per-seat pricing, AI included, no surprise tier jumps. | | | | | Time-to-first-value | Works in 5 minutes | Expect a week of config | Minutes | | AI included in every planA monthly AI-credit allowance is included on every plan; buy more credits anytime, no add-ons or separate AI seats. | | | Limited | | Per-seat monthly price (Pro)Jira and Linear look cheaper until you add the 5 apps each needs to match Stride. | $29 | $7.91 (Standard) / $14.54 (Premium) | $10 (Basic) / $16 (Business) | | Total stack cost (typical bundle)Tools you would buy to match Stride's feature set. See bundle breakdown above. | $29 for all four modules | $74.70 (Jira + Confluence + Lucidchart + Xray + TestRail) | $96 (Linear + Notion + Lucidchart + TestRail + ChatGPT) | | Free tier | No free tier; paid from day 1 ($9/seat) | Free for ≤10 users | Free for ≤10 members | | Predictable pricing, no tier jumps | | | | | Enterprise & ecosystemHonest: Jira still wins on sheer admin depth + marketplace breadth. | | | | | SSO (SAML) | Enterprise | Enterprise | Business+ | | Audit log + RBAC | | | | | Public API + webhooks | | | | | Custom workflow depthIf you run 200-state workflows, Jira is the right fit. | Pragmatic | 20-year head start | Pragmatic | | Third-party integration marketplace | Public API + webhooks | Atlassian Marketplace (thousands) | Cycles platform |

    AI & automation

    AI baked into every artifact. Not an add-on, not a separate tab.

    AI-written acceptance criteria

    Stride

    Jira

    Via add-ons (extra cost)

    Linear

    Basic (Linear Assistant)

    AI test case generation

    Stride

    Jira

    Linear

    AI release notes

    Stride

    Jira

    Via marketplace apps

    Linear

    AI architecture review

    AI flags risk in your C4 diagrams + ADR drafts.

    Stride

    Jira

    Linear

    AI process mining + automation

    Stride

    Jira

    Linear

    Cross-discipline coverage

    One platform for PM, architecture, QA, and process. No glue tools.

    Collaboration & UX

    Modern, opinionated UX that ships ready to use.

    Pricing & setup

    Predictable per-seat pricing, AI included, no surprise tier jumps.

    Enterprise & ecosystem

    Honest: Jira still wins on sheer admin depth + marketplace breadth.

    Where Jira or Linear is genuinely stronger

    Honest comparisons rank above dishonest ones. Here's what we don't pretend to do better.

    Honest take

    Jira is the better fit when…

    Large enterprises with dedicated Jira admins and complex customisation needs.

  • ›Jira has a 20-year head start on custom workflows and field-level permissions. If your team runs a 200-state workflow with 40 custom screens, Stride is not the right fit.
  • ›Atlassian Marketplace has thousands of apps. Stride has a public API + webhooks but a smaller integration ecosystem.
  • See full Stride vs Jira

    Honest take

    Linear is the better fit when…

    Engineering-only teams that strictly want issue tracking and are paired with a separate architecture + QA tool.

  • ›Linear's issue UX is genuinely best-in-class. If you only need issue tracking and nothing else, Linear is a fine choice.
  • ›Linear's offline-first mobile app is more mature; ours is a PWA.
  • See full Stride vs Linear

    Switching from Jira or Linear? Bring your whole backlog with you.

    Export to CSV and Stride's import wizard auto-maps the fields you'd otherwise retype: Title, Description, Status, Priority, Assignee. And your data is never locked in: export everything back out whenever you want.

    Get startedSee the Jira comparison

    Integrations

    Works with the tools you already use

    Deep integrations today, generic webhooks and a REST API for everything else. No fake logos. If we list it, it actually works.

    Live

    GitHub

    Source control

    Auto-link PRs to stories. Status updates on merge. One-click GitHub App install, no per-user OAuth.

    Live

    Slack

    Communication

    Pipe @mentions, story status changes, and sprint events into a channel. One-click bot install, per-category toggles.

    Live

    Jira Cloud

    Project management

    Two-way sync of epics, stories, subtasks, sprints, and comments. OAuth in one click.

    Live

    Claude Code

    AI coding agent

    Your backlog in the CLI and IDE. Agents read stories, update statuses, and post progress comments via MCP.

    Live

    OpenAI Codex

    AI coding agent

    Same MCP server, native Codex support. One key, two runtimes, identical tool surface.

    Live

    Webhooks & REST API

    Build your own

    HMAC-signed webhooks on every event + a public REST API. Wire whatever you're using, no waiting on us.

    More integrations land on the roadmap by customer request, and every shipped integration comes with full OAuth, audit logging, and conflict-aware sync. Nothing goes on this page until the backend ships.

    Pricing

    Plans that scale with your team.

    From $9/seat/month. Most teams pick $29 for all four modules and 800 AI credits per seat. Cancel anytime.

    MonthlyYearly−21%

    Starter

    For solo builders and small teams.

    $9/ seat / mo

    or $7/seat/mo billed yearly

    Start with Starter

  • 3 projects
  • Up to 3 teammates
  • 150 AI credits / seat / month included
  • Plan + Verify modules
  • Up to 3 GB storage (1 GB / seat)
  • Community support
  • No Design module
  • No Optimize
  • No audit log
  • Most Popular

    Pro

    For growing product + engineering teams.

    $29/ seat / mo

    or $23/seat/mo billed yearly

    Start with Pro

  • Unlimited projects
  • Up to 50 teammates
  • 800 AI credits / seat / month included
  • All 4 modules (Plan, Design, Optimize, Verify)
  • Up to 100 GB storage (2 GB / seat)
  • Webhooks & public API
  • Audit log
  • Email + in-app support
  • Enterprise

    For organisations with security & compliance needs.

    Custom

    Contact sales

  • Everything in Pro
  • Unlimited seats + projects
  • Custom AI credit allowance
  • SSO (SAML / Entra ID), shipping Q3 2026
  • SCIM user provisioning (roadmap)
  • Data residency options (US / EU / UK)
  • Dedicated success manager
  • Contractual uptime SLA on request
  • Custom AI provider / on-prem option
  • Up to 1 TB storage
  • How AI credits work

    Every plan includes a monthly AI-credit allowance. Credits meter your AI usage: each generation (architecture options, drafted stories, test cases, and more) draws from your balance, and heavier work uses more. A single drafted story is light; turning a whole PRD into a backlog is heavier, so a monthly allowance comfortably covers everyday drafting for a working team. Included credits reset each billing cycle, and if you need more you can top up anytime. Purchased credits never expire.

    Questions? See our Terms and Privacy Policy, or talk to sales.

    Compare all features

    Trust & Security

    Every request runs the same gauntlet

    Human or AI agent, browser or API key: every request clears the same six gates before it touches your data.

    EncryptionIdentityAccessTenant wallAgent leashAudit

    Gate 1 of 6

    Encrypted everywhere

    Encryption is the floor, not the feature.

  • AES-256 encryption at rest, TLS 1.2+ in transit
  • Passwords hashed with bcrypt and timing-safe comparison
  • 128-bit CSPRNG tokens for every invite and share link
  • Webhooks signed so receivers can verify origin

DPA available on requestEnterprise SLA and on-premise deployment on requestSOC 2 Type I in progressEU data residency on roadmapPCI-compliant payments handled by Stripe

What Teams Say

Across the teams profiled below

2.4xFaster delivery on average

73%Less time on sprint planning

$2.1MLargest automation savings identified

Sprint planning dropped from half a day to 30 minutes. The AI Story Writer generates better acceptance criteria than we wrote manually.

VE

VP of Engineering

Fortune 500 SaaS platform

6x

Faster sprint planning

92%

AI-generated stories accepted

Optimize found $2.1M in automation savings we didn't know existed. The ROI roadmap made executive buy-in effortless.

HO

Head of Operations

Global logistics company

$2.1M

Automation savings found

3.2x

ROI on platform investment

Verify's risk-based prioritization cut our regression suite by 60%. We catch more bugs in half the time.

QA

QA Director

Top-10 US bank

60%

Regression time reduced

3x

More defects caught pre-release

Design generated three solution options with scored trade-offs in minutes. It replaced weeks of whiteboarding sessions.

SA

Principal Solutions Architect

Enterprise cloud platform

85%

Faster architecture decisions

4

ADRs generated per sprint

Having PM, Architecture, QA, and Process insights in one place eliminated our tool sprawl overnight. The connected intelligence is real.

EM

Engineering Manager

Series C AI infrastructure startup

5→1

Tools consolidated

34%

Delivery velocity increase

The teams above span fintech, SaaS, logistics, banking and infra. Customer names are kept private by default; every attribution here is anonymized by contract.

FAQ

Questions, answered.

How long does setup actually take?

Sign up and pick a plan (a card is required to start), then create a project and describe your tech stack. That's it: most teams are on a populated board in under two minutes. The AI immediately starts generating architecture options, writing stories, and suggesting test strategies based on your project context.

How is this different from Jira + ChatGPT?

Jira handles task tracking. ChatGPT is a general chatbot. Stride is purpose-built for software delivery: structured AI that generates architecture solutions, writes test cases from stories, discovers process bottlenecks, and connects everything with full traceability. No copy-pasting between tools.

What happens when I hit my Starter limits?

Nothing breaks. You'll get a heads-up as you approach your plan's included AI-credit allowance (150 credits per seat per month on Starter), and you can top up with more credits anytime. Upgrading to Pro ($29/seat/mo) raises the allowance to 800 credits per seat, plus all four modules and audit log.

Does storage scale with my team?

Yes. Storage is per seat, so it grows as you add teammates. Starter includes 1 GB per seat (up to 3 GB), Pro includes 2 GB per seat (up to 100 GB at 50 seats), and Enterprise includes up to 1 TB. Only file attachments count toward the cap, and you can see your usage on the billing page.

What integrations are available?

Live today: GitHub (App install with auto-linked PRs to stories, optional status auto-sync on open/merge), GitLab (OAuth connect with auto-linked merge requests, pipeline status on the story, optional status auto-sync on open/merge), Slack (one-click bot install, channel picker, per-category toggles for @mentions, story status changes, and sprint events), Jira Cloud (OAuth + webhook import), Claude Code and OpenAI Codex (via our MCP server), plus HMAC-signed outbound webhooks and a public REST API on every paid plan. We don't list integrations that don't work yet.

Do I need to migrate from Jira?

No. You can run Stride alongside Jira and sync via our Jira Cloud OAuth + webhook import. When you're ready to consolidate, the same import brings epics, stories, subtasks, and comments over in one click. For anything else, CSV import covers stories, epics, and test cases. Most teams that fully migrate are done within a week.

Can I use just one module?

Absolutely. Each module works independently. Start with Plan for sprint planning, or Verify for test management. As your needs grow, activate more modules; they share context automatically.

How do AI credits work?

Credits are how Stride meters AI usage: every paid plan includes a monthly allowance (150 per seat on Starter, 800 per seat on Pro, custom on Enterprise), and each AI generation draws from it; heavier requests use more. A single drafted story is light, while turning a full PRD into a backlog is heavier, so an allowance covers a lot of everyday drafting before you ever top up. Credits are spent only on actual AI work, reset each billing cycle, and one-time top-ups never expire.

How does the AI work, and is my data sent to OpenAI?

We use multiple AI providers (Anthropic Claude, OpenAI) with strict data handling. Your project data is used only for your requests, never for training. Enterprise customers can bring their own API keys or use on-premise deployment.

Is there a steep learning curve?

Most teams are productive within the first hour. The AI guides you through workflows: just describe what you need, and modules generate structured outputs. No training required.

Ship as one system.

Spin up a workspace in under two minutes. Import a backlog from Jira or a CSV, or plug Claude Code straight into your MCP config. Watch the AI start connecting the dots before your first sprint ends.

Get started with Stride

Or schedule a personalized demo →

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