AI-Powered SDLC Intelligence Platform
Analyze your codebase once. Generate requirements, designs, test cases, and security reports that actually fit your architecture — with full transparency and zero repeated LLM cost.
One analysis. Infinite artifacts. Full control. Zero repeated cost.
From codebase to complete SDLC artifacts in minutes
Every AI session starts from scratch. Every handoff loses context. FlowSquad fixes this.
Every AI session, every tool prompt, every team handoff burns tokens re-explaining the same codebase. FlowSquad caches that intelligence permanently — and gives you full visibility and control over every penny spent.
FlowSquad parses your repository once and stores a deep understanding of your codebase internally. Every tab — all 10 — draws from that single investment, never re-scanning.
Every token consumed is measured and reported at product level. Know exactly what each team, project, or artifact stream costs — no surprise bills, no black-box spend.
Configure a different AI model for each workflow tab. Use a powerful model for design, a lighter one for task generation, and fully local Ollama for classified work — all simultaneously.
FlowSquad manages all AI orchestration internally. No prompt engineering, no agent configuration, no skill files to update — your team just describes what they need.
Cached intelligence means all 10 tabs deliver output in seconds. No context-rebuilding, no repeated ingestion — your teams move at the speed of thought, not tokens.
Result: Measurable cost reduction on LLM API calls with product-level tracking. Dramatically faster artifact generation — zero repeated analysis cost, full spend transparency.
One platform. Every SDLC artifact. All grounded in your actual codebase.
Load from GitHub, GitLab, Bitbucket, Gitea, Azure DevOps, or local folder — plus supporting documents.
AI-powered requirement refinement with completeness scoring (0–100) against your codebase.
Generate structured epics from refined requirements, ready to push to Jira.
Generate user stories with acceptance criteria aligned to your system's real behavior.
Break stories into granular development tasks grounded in your actual code patterns.
Generate solution architecture, API contracts, and data flow diagrams from your codebase.
Test scenarios matched to your existing frameworks: Selenium, Pytest, Cypress, and more.
Quick and deep semantic quality analysis — complexity metrics and risk indicators.
OWASP Top 10 analysis run against your actual codebase — not generic templates.
Natural language Q&A over your entire product knowledge base — instant answers, no hallucinations.
Every capability your team needs — from first requirement to production release — all grounded in your actual codebase. No IDE knowledge required. No AI terminology to learn.
Connect GitHub, GitLab, Bitbucket, Gitea, Azure DevOps, or a local folder. Selectively exclude files or directories from analysis. All major languages supported.
Only refreshed or changed code is re-analyzed. Your existing intelligence stays intact — no full re-scan, no wasted tokens when your codebase evolves.
Inspect the full output of every analysis run — modules, dependencies, patterns, and summaries. Full transparency into what FlowSquad has understood about your system.
AI-powered completeness scoring (0–100) turns vague ideas into complete, traceable requirements with acceptance criteria — grounded in your actual codebase context.
Generate structured epics for both engineering tasks and business/operational work items — push directly to Jira with a single click, for any industry or team type.
Generate any artifact from any other artifact. Turn an epic into stories, stories into tasks, tasks into test cases, or a security finding into a design change — without re-entering context.
Pull Jira stories or defects directly into FlowSquad and generate matched test cases instantly — no copy-paste, no context loss between tools.
Import existing documents from Confluence as design context. Generate architecture, API contracts, and data flows that respect your documented decisions — and publish them back.
Product-level quality score (0–100), OWASP security grade, complexity metrics, and risk indicators — all computed against your real code, not generic templates.
Understand any defect from a code perspective. FlowSquad maps reported issues back to relevant modules, dependencies, and code paths so developers pinpoint root causes instantly.
Natural language Q&A over your entire product knowledge base. Get instant, grounded answers from the code itself — no subject matter expert required, no hallucinations.
Every AI prompt used across every tab is visible to authorised users. Review, understand, and customise prompts to match your organisation's terminology and standards.
Real-time platform health — active products, analysis status, LLM connectivity, storage metrics, and service status — all on one screen, always at your fingertips.
Banking, healthcare, retail, government, manufacturing — FlowSquad works with any codebase in any industry. No domain-specific configuration required.
Business analysts, product managers, and QA engineers use FlowSquad without touching an IDE or understanding prompts, agents, or embeddings. It just works.
Real pain points across the entire SDLC — solved by FlowSquad without stitching together a dozen tools.
FlowSquad scores completeness 0–100 and fills gaps with codebase-grounded context — handed back as a traceable, Jira-ready requirement.
Analyze it once. Get instant module maps, dependency graphs, and natural-language summaries — no tribal knowledge required.
Generate solution architecture, API contracts, and data flow diagrams directly from the code — ready to publish to Confluence.
Pull defects or stories straight from Jira and generate matched test cases for Selenium, Pytest, Cypress, or JUnit — in seconds.
They ask AskProduct, read the analysis, and understand the system in hours — not the weeks it takes to find the right SME.
Generate granular tasks with real complexity estimates, grounded in actual code patterns — sprint plans your developers actually trust.
Map the defect back to the exact modules, dependencies, and code paths that caused it — diagnose in minutes, not days.
Auto-generate and publish living documentation to Confluence — always in sync with the latest codebase analysis.
Run OWASP Top 10 against your real code, get a security score, and produce a prioritised finding list — ready for the auditor.
Deploy fully air-gapped with Ollama — no internet, no cloud LLM, no data leaving the perimeter. SOC 2, HIPAA, and GDPR aligned.
Every prompt is visible and editable. You own the instructions — customise language, format, and domain vocabulary without rebuilding anything.
Track token usage per product, compare LLM costs across tabs, and shift workloads to cheaper or local models — with zero disruption to teams.
FlowSquad delivers targeted, daily value to every person in the engineering org — no AI expertise needed, no tool-switching required.
Connect your repo, analyze once, then generate every SDLC artifact — requirements, designs, tests, and quality scores.
Point FlowSquad to your repository. Supports GitHub, GitLab, Bitbucket, Gitea, Azure DevOps, local folders, and document uploads. All major languages supported.
FlowSquad parses your code, extracts modules, dependencies, and patterns, then stores that intelligence internally. It is reused by all 10 workflow tabs — no repeated analysis cost.
Enter vague ideas. AI transforms them into complete requirements with acceptance criteria, dependencies, and completeness scores.
Auto-create technical designs, architecture diagrams, and test cases aligned with YOUR codebase patterns.
Get quality metrics, risk analysis (low/medium/high), OWASP security findings — then push epics, stories, tasks, and designs directly to Jira and Confluence.
Intelligence Reuse Flow
Analyze (once) → Cached Intelligence → Refine → Epic → Story → Task → Design → Test Cases → Quality Score → Security Scan → AskProduct
All 10 tabs query the same cached intelligence. Zero repeated analysis cost.
FlowSquad doesn't hide its AI behind a curtain. Every prompt, every model choice, every cost is yours to see, adjust, and own.
Every AI prompt used in every tab is exposed to authorised users. See exactly what instruction the system sends to the LLM — no black boxes, no mystery output.
Edit any prompt to match your organisation's terminology, style guide, or domain language. Your customisations persist and apply across every team member and every artifact run.
Choose a different AI model for each workflow tab. Complex design tasks can use a powerful model; lightweight task breakdowns can use a smaller, cheaper one — all configured per product.
Token consumption is tracked and reported at the product level. Compare spend across teams, identify expensive workflows, and shift to Ollama locally — all with real numbers.
No agents to configure. No skills to write. No prompt chains to maintain. FlowSquad handles all orchestration — your team just works, without needing to understand AI architecture.
FlowSquad handles all AI infrastructure internally — analysis engines, knowledge storage, retrieval, and pipelines. Your team never configures or tunes anything under the hood.
One-screen dashboard shows AI model connectivity, knowledge store status, active products, analysis queue, and service health. Know the state of your platform at any moment.
Every action — artifact generated, prompt modified, user access granted, analysis triggered — is logged in a tamper-evident audit trail with timestamp, user, and context.
100% local execution. Zero cloud uploads. Air-gapped with Ollama.
100% local execution on your machine or private server. No code ever leaves your system.
Zero cloud uploads. Your intellectual property remains private and secure.
GitHub, GitLab, Bitbucket, Gitea, Azure DevOps, or local folders. No code changes required.
Pure analysis. FlowSquad reads your code but never modifies it.
Run fully offline with Ollama — no internet connection to any LLM provider. Ideal for regulated or classified environments.
Use your own OpenAI, Anthropic, or GitHub Models API keys. Per-product LLM configuration for full cost control.
FlowSquad does not log, store, or transmit your source code or generated artifacts to any third-party service. All processing stays within your environment boundary.
Global Admin, Product Admin, and Member roles ensure only authorised users can access sensitive codebases and artifacts — all enforced locally on your own infrastructure.
FlowSquad connects to the tools your teams already run — bidirectionally. Pull context in, push artifacts out. No rip-and-replace required.
FlowSquad is built for organisations where security is non-negotiable — air-gapped, encrypted end-to-end, with enterprise identity woven into every access point.
Deploy entirely offline with Ollama. No outbound internet to any LLM provider. Suitable for classified, defence, regulated, or high-security environments — no exceptions needed.
All sensitive configuration, credentials, and stored data are encrypted — at rest, in transit over TLS, and within the internal knowledge store. Nothing is ever stored in plain text, anywhere in the system.
Multi-factor authentication via time-based one-time passwords (TOTP) and email OTP. Applied per user, enforced at login — no exceptions, no bypass for admin accounts.
Enterprise SSO via SAML 2.0 — integrates with Okta, Azure AD, ADFS, OneLogin, and any SAML-compliant identity provider. Centralise access and remove password sprawl.
OAuth2 federation with Okta, Azure AD, Google, Microsoft, Keycloak. LDAP and Active Directory for on-premise identity. Use what your organisation already runs — no new IdP required.
Global Admin controls platform-wide settings. Product Admin manages per-product access and LLM config. Member role restricts to artifact generation only. Principle of least privilege, enforced.
Every user action — login, artifact generated, prompt edited, analysis triggered, access granted — is recorded with timestamp and context in tamper-evident logs. SOC 2, HIPAA, and GDPR reporting ready.
Use your own managed database — PostgreSQL or MySQL — so audit data, product intelligence, and configuration live inside your security perimeter, under your backup and retention policies.
There is no feature gating. Evaluation and Enterprise have identical capabilities — the only difference is the number of products and the license duration.
✅ No feature gating. Every capability — all 10 workflow tabs, all integrations, all security features — is available from the first day of evaluation.
Six deployment options — from a single laptop to enterprise Kubernetes
Watch our videos to see FlowSquad in action
Understand the vision behind FlowSquad and how it transforms SDLC workflows.
Complete walkthrough of all features: analysis, requirements, design, testing, and quality scoring.
See FlowSquad analyze a real codebase and generate requirements, designs, and test cases.
More tutorials and deep-dives available on our YouTube channel
30 in-depth articles on AI-powered SDLC — from cutting LLM costs to air-gapped banking deployments. Written for engineers, architects, and product leaders.
Why Your Sprint Planning Takes 3 Days — And How to Cut It to 3 Hours
"Most teams spend 40% of sprint planning time just writing stories from scratch."
Read article → ComparisonFlowSquad vs. GitHub Copilot: Different Tools for Different Jobs (And Why You Need Both)
"Copilot writes code. FlowSquad architects it."
Read article → TutorialStep-by-Step: Analyze a Legacy Java Codebase and Generate a Full SDLC Plan in 30 Minutes
"Clone → Analyze → Refine → Epics → Stories → Design → Test Cases."
Read article → Use-CaseAI-Powered SDLC in a Bank: How We Run FlowSquad with Zero Data Leaving Our Data Centre
"Ollama on-premise, local ChromaDB, SAML 2.0 with Keycloak, PostgreSQL on bare metal."
Read article →30 articles • 5 categories • 73,000+ words • Published on dev.to, Hashnode, Medium & LinkedIn
Start with the free evaluation — full access to all 10 workflow tabs, every feature, on your own infrastructure.
✓ Runs locally — your code, your data, never leaves your machine
✓ 10 workflow tabs: requirements, design, test cases, security, quality & more
✓ Jira push, Confluence push/pull, SAML, OAuth2, MFA, LDAP
✓ Transparent prompts, per-tab LLM config, product-level cost tracking
✓ Windows, Linux, Docker & Kubernetes — air-gapped with Ollama
✓ No agents, skills, or prompt engineering required by your team
Evaluation tier: 30-day license • 1 product • All 10 workflow tabs • Contact us for an Enterprise license