RFP intelligence system
Scope
Document ingestion, requirement extraction, scoring, and response drafting.
Outcome
Moved proposal review from ad hoc reading to structured qualification.
Estimate
64 story points
Timeline
8 weeks
Delivery Results
Real engineering. Measurable outcomes.
Each case study connects a real business problem to a scoped engineering solution — complete with story-point estimates, delivery timeline, and a concrete outcome that moved the business forward.
5–8 wks
avg. delivery
38–64
story pts per engagement
100%
senior-led builds
0
hallucinations shipped
Engagement Examples
Scoped, engineered, and shipped.
ERP approval modernization
Scope
Role-based approvals, audit history, notifications, and reporting views.
Outcome
Converted an email-driven process into a trackable internal module.
Estimate
51 story points
Timeline
6 weeks
Customer support AI copilot
Scope
Knowledge search, suggested replies, escalation workflow, and admin feedback.
Outcome
Gave support teams a controlled AI workflow with human review and confidence scoring.
Estimate
47 story points
Timeline
6 weeks
AI-coded founder prototype rescue
Scope
Code audit, architecture cleanup, auth review, QA checklist, and deployment path.
Outcome
Converted a promising prototype into a release-ready engineering backlog.
Estimate
29 story points
Timeline
3 weeks
Shopify operations automation
Scope
Order exceptions, customer notifications, and admin review workflow.
Outcome
Reduced manual order follow-up and created a repeatable operations queue.
Estimate
38 story points
Timeline
5 weeks
How we work
Every engagement connects scope to outcome.
These results aren't lucky — they're the product of a structured AI Software Factory: AI-powered scoping, senior engineering oversight, and delivery pipelines that don't let context fall through the cracks.
Structured scope before every build
Every engagement starts with story-point estimates, module scope, risk analysis, and delivery phases — agreed before a line of code is written.
Senior engineering, AI-accelerated
8 specialized AI agents accelerate the work. Senior engineers own architecture, security, and release decisions.
Documented, handed off, maintainable
Every delivery ends with technical docs, handoff materials, and a clean exit path — so you own what you paid for.
Your turn
Start your project scope in 60 seconds.
Submit your idea, backlog, or workflow requirement — get a structured scope, complexity estimate, and delivery roadmap before any budget is committed.