Move the roadmap, not the deadline.
The AI Software Factory
Software, built like it's 2026.
Move your product roadmap faster. A full crew of customized AI agents that build, ship, and run your software, up to 10x faster. Run them yourself, or have DevHawk run the factory for you.







Than the old outsourced model.
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Product Management
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Engineering
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Security
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Code Review
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QA Automation
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DevOps
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Site Reliability
One Factory · Two Ways to Run It
Two Ways to Run It
Your AI agents cover the whole build and keep it running: specs, code, review, QA, infrastructure, maintenance. Choose to have our senior engineers operate the factory, or run it in-house with our setup and support behind you.
The managed AI Software Factory.
For companies that want the output without running the operation. Bring us your roadmap and we take it from there: we operate the agents, ship the releases, and own everything after launch.
- No team to build or manage
A full engineering operation without hiring, onboarding, or managing anyone. You set the priorities; we run the factory.
- Senior engineers at the wheel
A DevHawk engineer directs the agents, injecting human judgment and review when needed, and keeping the quality bar where a senior team would set it.
- One partner owns the outcome
End to end, we're accountable for what ships. Not a ticket queue, not a stack of vendors to coordinate.
Run the Factory Yourself
The DIY option. We customize the agents, plug them into your existing engineering operation, and you run it.
- Lift the output of the team you already have
The agents plug into your existing developers, offshore or in-house, any level, and lift their output. No hiring, no replacing.
- Offload the repeatable work
Hand ongoing, repeatable tasks to the agents. Your team moves faster, and your cost per unit of work drops the longer you run it.
- Hands-on setup, Slack when you need it
First month is hands-on integration into your workflows; after that we're in Slack whenever you need us. Start with one agent or all.
Meet the Agents
Customizable AI Agents that Never Sleep
Seven agents covering everything it takes to build, run, and maintain your software – working in parallel, so nothing waits in a queue. Pick the capabilities you need and watch the team go to work.







01 / 07 Product Management agent
Product Management
Sprint tracking, blocker detection, progress reporting.
Your PM agent tracks sprint velocity, surfaces blockers before they cascade, and generates stakeholder-ready progress reports automatically. Your human PM focuses on prioritization and strategy, not chasing status updates across Slack threads or writing weekly summaries.02 / 07 Engineering agent
Engineering
Full-stack code generation at production quality.
The engineering agent handles full-stack implementation end to end, while a senior engineer reviews and directs every commit before it merges. You get the throughput of AI with human judgement checkpoints layered in to assure quality, at 10x the speed.03 / 07 Security agent
Security
Continuous vulnerability scanning, during the build and after.
Vulnerability scanning runs continuously throughout every sprint, not as a one-time audit. The security agent monitors for secrets exposure, injection risks, insecure dependencies, and OWASP Top 10 violations as code is written, so issues are caught when they're cheapest to fix.04 / 07 Code Review agent
Code Review
Automated review before anything touches main.
Every pull request gets a full automated review before it reaches a human. The code review agent checks for logic errors, security anti-patterns, test coverage gaps, and regressions, and surfaces findings with context and suggested fixes. Your engineers spend their review time on the judgment calls, not the obvious misses.05 / 07 QA Automation agent
QA Automation
Test suites written and run as features ship.
Test suites are written and executed in lockstep with feature development. The QA agent builds regression coverage incrementally: every feature adds a layer, so the entire system gets safer as the product grows. By the time something reaches production, it's been validated in context.06 / 07 DevOps agent
DevOps
CI/CD pipelines, environment configs, deployment automation.
CI/CD pipelines, environment configuration, and deployment automation are set up and maintained throughout the build. Every merge follows a repeatable, auditable process: no manual steps, no environment-specific failures. Shipping becomes a non-event, not a coordinated effort.07 / 07 Site Reliability agent
Site Reliability
Uptime, latency, and error rates watched 24/7.
Production monitoring runs continuously across uptime, latency, error rates, and key system signals. The SRE agent alerts the team at the first sign of degradation, before it compounds into an outage and well before your users notice.
What's included
Nine disciplines. Only the ones you need.
Whether we run it or you do, every engagement is scoped to the capabilities your systems actually need, and you're never billed for the rest.
Product ownership
Roadmap and priorities owned, stakeholders aligned.
Software architecture
Foundations that hold up when you scale.
AI engineering
LLMs, RAG, and agents shipped into your product.
Automated QA
Pipelines that catch bugs before your users do.
Infrastructure + monitoring
Uptime watched around the clock.
Secure deployment
CI/CD handled, zero-downtime releases.
Data architecture
Schemas, pipelines, and analytics that don't drift.
Mobile + cross-platform UX
iOS, Android, and responsive web.
AI enablement
Your workflows automated, your tools connected.
Industries
Common Industries
We Work With
We've already worked in your world. From SaaS to sectors that still run on spreadsheets, we've built the software that runs real businesses.
Wealth
Management
The fintech and wealth management space is where we have some of our deepest roots. We've shipped for SEC-registered firms, tax automation platforms, insurtech compliance tools, and AI-native wealth intelligence products.
- Advisor portals and client-facing wealth planning tools
- AI-driven portfolio analysis and financial modeling
- Insurance compliance and policy management systems
- K-1 and tax document automation pipelines
- Risk tolerance and financial planning calculators
- Regulatory audit trails and compliance infrastructure
Healthcare
From AI clinical scribes to digital therapeutics cleared for clinical use, we've built across the full spectrum of health technology. We understand HIPAA, clinical workflows, and the infrastructure that connects care delivery to data.
- AI-powered medical scribes and clinical documentation tools
- EHR integrations and interoperability pipelines
- Virtual care and remote patient monitoring platforms
- Patient intake, scheduling, and engagement apps
- Digital therapeutics and behavioral health products
- Claims processing and revenue cycle automation
Logistics &
Transportation
Supply chain and freight operations demand software that works at scale and without margin for error. We speak the language of dispatch, load tracking, chassis management, and the data infrastructure that keeps freight moving.
- Carrier operations and freight payment platforms
- Warehouse scheduling and automation tools
- Real-time load tracking and visibility dashboards
- Supply chain risk and analytics systems
- Route optimization and dispatch interfaces
- Driver and fleet management applications
Construction &
Real Estate
Whether it's a job site or a property portfolio, we've built the tools that make field operations and asset management run. We know estimating, job costing, takeoff, and the workflows that connect the office to the field.
- AI-powered construction takeoff and measurement tools
- Job site analytics and project cost tracking platforms
- Property management and tenant-facing portals
- Commercial real estate transaction and listing tools
- Document OCR and scope generation for field teams
- Geospatial and satellite imagery integrations
Case studies
175+ companies, across every industry.
ProNovos
Construction financial intelligenceFive weeks to alpha.
Weekly production releases since.
What they needed
Their platform serves 77 construction firms, but releases came every 2–3 weeks from an outsourced team, pages took 5–15 seconds to load, and there was zero test automation. Their own product director had already proven the product could be rebuilt in Claude. They needed the engineering system to make it real.
What we did
Stood up the Software Factory in April: scaffolded repo, CI/CD, QA automation from zero, and coached their product director, PM, and designer to ship production code with agents. Weekly production releases since May.
From the client“We had a conversation at 4:30 one evening. The next day at our 1:00 call, they had already built what we were talking about. I got to give the build team an A-plus.”
Paryani Construction
Commercial constructionPrototype in one week.
Production in ten.
What they needed
This Atlanta GC's founder had built his own subcontract tool with ChatGPT and Excel VBA. It worked “98% of the time”, but edge cases were breaking it, and data still reached their ERP by manual CSV import.
What we did
Rebuilt the tool from scratch, wired read/write sync into their Acumatica ERP, added e-signature and role-based approvals, and ran our own QA pass before their team ever tested it. Deployed to production June 24.
From the client“Every single project that goes out for bid, you're competing against two other contractors minimum... from the perspective of software, that's also competition. Who has the best software... I want to win.”
FAQs
The questions you're already asking.
Month one is mostly us learning your systems. The value compounds from there. A shorter engagement would sell you the most expensive month and none of the payoff. Three months is the honest floor.
Then we hand it off, cleanly. Many clients run with us for a year and then transition to their own hires. Everything is documented for that day from day one, and we'll help you make the switch.
The capabilities in your engagement. Nine are available; most engagements need three to five. We scope the mix in the systems review, adjust it as your systems change, and never charge you for one you don't use.
The agents do the parallel execution; humans make every call that matters. On We Run It, those humans are our senior US-based engineers: no juniors, no offshore. On You Run It, they're your developers, with our team behind them on Slack.
Everything. Code, repos, infrastructure, credentials, documentation. From day one, not at contract end.