Engagement Models
Choose the Model That Fits Your Situation
Every engagement includes the same fundamentals — client-owned IP, confidential delivery, documentation discipline, and honest communication. The structure around those fundamentals should fit your product stage, team, and risk tolerance.
Book a Confidential ConsultationAI discovery and proof of value
A short, structured engagement that tests an AI or automation concept against your real documents and workflows, with measured results and a production plan.
Appropriate for: Teams that need evidence before committing to a full build.
Fixed-scope product development
A defined product or feature set delivered against an agreed specification, timeline, and budget.
Appropriate for: Well-understood projects with clear requirements.
Dedicated extended engineering team
Sanjeevi engineers working as a stable extension of your product or engineering team — your process, your repositories, your roadmap.
Appropriate for: Product companies that need sustained senior capacity.
Confidential white-label delivery
Engineering delivered under your brand and processes, protected by NDA, with no public attribution.
Appropriate for: U.S. agencies and consultancies that need a silent delivery partner.
Existing product takeover
Structured assumption of responsibility for an application built by others: assessment, stabilization, documentation, then improvement.
Appropriate for: Companies whose original developers are unavailable.
Application modernization
Incremental modernization of legacy applications — frameworks, interfaces, performance, and security — without halting the business.
Appropriate for: Products that work today but resist change.
Ongoing development and maintenance
A continuous cadence of feature development, updates, and improvements on an established product.
Appropriate for: Launched products with an active roadmap.
Production support
Monitoring, bug fixes, security updates, and incident response for systems in production.
Appropriate for: Teams that need dependable operational coverage.
Not sure which fits?
Most engagements begin with a short discovery conversation. Tell us what you are trying to build, modernize, automate, or support, and we will recommend the structure with the least risk for your stage — often a focused discovery or proof-of-value phase before any larger commitment.
Have an AI, Healthcare, or Product Engineering Challenge?
Tell us what you need to build, modernize, automate, or support. We will help you identify the most practical technical next step.