We Build AI Products,
That Work in Production.
We design and build AI solutions that save time, reduce costs, and create smarter user experiences tailored for startups and enterprises.
What Our Clients Say
We've changed the game. Hear it from people we've worked with.
Dishant and team was instrumental in architecting robust backend systems and streamlining the deployment of our ML and AI models. His ability to take ownership of critical deliverables, coupled with his strong work ethic, made him an exceptionally reliable partner.
Prodinit team brought a rare combination of deep technical expertise and execution speed that allowed us to ship faster, and scale our application's infra under pressure. One of the most trusted and valued members of our journey.
Dishant and team has strong analytical ability and always provides fruitful resolutions to complex problems. A thorough professional who completes every task no matter how many challenges are thrown at him.
The team demonstrates exceptional expertise in Python, Golang, and DevOps, with a remarkable problem-solving mindset. Highly recommended for any project requiring depth in these areas.
Prodinit team has some of the deep knowledge I've seen around building and scaling voice AI systems. They understand the full stack from infra, product to call quality, context and latency, and it shows in how they approach problems. If you're building anything in voice AI, these are the people to talk to.
I’ve known Dishant and the Prodinit team for over a year now. Their depth in AI and speed of execution is impressive and they genuinely understand what it takes to move from prototype to production. Would recommend them to teams looking to build AI products seriously.
Dishant and team was instrumental in architecting robust backend systems and streamlining the deployment of our ML and AI models. His ability to take ownership of critical deliverables, coupled with his strong work ethic, made him an exceptionally reliable partner.
Prodinit team brought a rare combination of deep technical expertise and execution speed that allowed us to ship faster, and scale our application's infra under pressure. One of the most trusted and valued members of our journey.
Dishant and team has strong analytical ability and always provides fruitful resolutions to complex problems. A thorough professional who completes every task no matter how many challenges are thrown at him.
The team demonstrates exceptional expertise in Python, Golang, and DevOps, with a remarkable problem-solving mindset. Highly recommended for any project requiring depth in these areas.
Prodinit team has some of the deep knowledge I've seen around building and scaling voice AI systems. They understand the full stack from infra, product to call quality, context and latency, and it shows in how they approach problems. If you're building anything in voice AI, these are the people to talk to.
I’ve known Dishant and the Prodinit team for over a year now. Their depth in AI and speed of execution is impressive and they genuinely understand what it takes to move from prototype to production. Would recommend them to teams looking to build AI products seriously.
Services
From strategy to production - we cover the full AI stack.
Custom AI Development
We design and build end-to-end AI systems tailored to your workflows from LLM pipelines and voice AI to automation tools.
Learn more →AI Strategy and Consulting
We identify where AI actually creates leverage in your business, define the right architecture, and give you a clear execution roadmap — no vague recommendations.
Learn more →AI Infrastructure & LLMOps
We set up the backbone for reliable AI systems — deployment pipelines, monitoring, evals, scaling, and cost control — so your models run smoothly in production.
Learn more →Model Finetuning & Optimization
We improve model performance for your specific use case through fine-tuning, prompt engineering, RAG optimization, and evaluation frameworks.
Learn more →Case Studies
A glimpse into what we build with our clients.
Air-Gapped EKS Deployment for a Regulated Fintech Platform
✦ SaaS deployment in AWS EKS in 4 weeks
LiveKit Voice AI Microservice and ECS Modernization for a Sales Simulation SaaS
✦ Handle 10x scale with less infra cost
GPT-4.1 to GPT-4o-mini Distillation Pipeline for a High-Volume Voice AI Platform
✦ 70% AI inference cost reduction at 10k calls/day
LLM-Powered BI Dashboard for Clinical Trial Oversight in Mental Health Research
✦ Real-time clinical trial insights for all stakeholders
Air-Gapped EKS Deployment for a Regulated Fintech Platform
✦ SaaS deployment in AWS EKS in 4 weeks
LiveKit Voice AI Microservice and ECS Modernization for a Sales Simulation SaaS
✦ Handle 10x scale with less infra cost
GPT-4.1 to GPT-4o-mini Distillation Pipeline for a High-Volume Voice AI Platform
✦ 70% AI inference cost reduction at 10k calls/day
LLM-Powered BI Dashboard for Clinical Trial Oversight in Mental Health Research
✦ Real-time clinical trial insights for all stakeholders
Get A Practical AI Rollout Plan
Book a focused 30-minute session to align on scope, timeline, and a realistic path to production.
Delivery Scope Clarity
Get practical guidance on timeline, dependencies, and critical trade-offs.
Execution Blueprint
Leave with concrete next steps your team can act on immediately.
Or reach us directly
FAQs
Something else on your mind? Ask us directly.
Most engagements begin within 1–2 weeks of contract signing. We run a discovery sprint in week one — so by week two you already have a validated approach and a clear scope. We don't maintain a long sales process or a waitlist by design.
We work on fixed-scope engagements with milestone-based billing, or monthly retainers for ongoing work. No time-and-materials billing — you know the cost before we start. Discovery sprints are fixed price. We don't do retainers that grow indefinitely.
Yes, and about half our clients are exactly that. We explain tradeoffs in business terms, not engineering jargon. You understand the problem — we handle the technical decision-making and translate progress back into language that matters to your business.
We're engineers who consult, not consultants who pretend to engineer. Every recommendation we make is something we'd build ourselves. We've shipped 15+ production AI systems — we know where projects fail and design around those failure modes from day one, not after the first incident.
We sign NDA agreements before any technical discussions. For data-sensitive work, we design for your compliance requirements — HIPAA, SOC 2, GDPR — from the architecture phase, not as an afterthought. We've built HIPAA-compliant pipelines with zero PHI exposure incidents.
Frequently. Rescue engagements start with a technical audit — we assess what's salvageable, what needs replacing, and give you an honest read before any further commitment. About 60% of the time we can save the existing work; 40% of the time a focused rebuild is faster than fixing compounded debt.