Engagement 02
2+ weeks · ₹2,00,000+
AI MVP Build
One AI workflow. Production-ready. In weeks.
An AI MVP is not a demo notebook. We ship one high-value workflow end-to-end: ingestion, model path, operator UI, deploy, and a clear definition of done.
Core AI system + dashboard
- 01
A live AI system your team can operate
- 02
Evidence that the workflow works on real inputs, not toy data
- 03
A base you can extend into a full product without a rewrite
Best for
- 01Funded startups validating an AI wedge
- 02Teams that need a production proof, not a slide deck
- 03Founders who can name one workflow and one success metric
Out of scope
- Multi-product platforms, billing, or multi-tenant SaaS (see Full Product Build)
- Heavy ERP / multi-department workflows (see Enterprise Platform)
- Open-ended research with no ship target
- Unlimited feature additions mid-sprint without a change order
What you get
Core AI system
- Single primary workflow (e.g. generate, classify, extract, summarize, or agent step)
- Prompt / model configuration with a basic eval or acceptance set
- Error handling, retries, and logging for the happy path and common failures
Operator surface
- Dashboard or console to run, review, and re-run jobs
- Auth for your team (invite-only or simple role)
- Status, history, and export of outputs where relevant
Ship package
- Production deploy (your cloud or ours, agreed in the spec)
- Environment config, secrets handling, and runbook
- Handoff docs: architecture, how to operate, how to change prompts
Scope of work
- 01
Scope lock
We force one workflow, one user, one done state before code starts.
- Discovery call + written MVP spec
- Input types, success metric, and acceptance criteria
- List of integrations required for v1 (usually 0–1)
- 02
Build
Focused sprint on the pipeline and the operator UI that makes it usable.
- Pipeline / agent path implementation
- Dashboard and job lifecycle
- Eval set or sample corpus for acceptance
- Weekly check-ins on a shared board
- 03
Deploy & handoff
You own the repo and the running system from day one of handoff.
- Production deploy and smoke tests
- Docs + walkthrough
- Optional maintenance retainer for model and prompt drift
How it runs
I
Discovery
One workflow, one metric, constraints.
II
Spec + quote
Fixed scope, timeline, and price in writing.
III
Build sprint
Pipeline + dashboard with weekly visibility.
IV
Ship
Deploy, docs, handoff. Optional retainer.
Payment
50% upfront, 30% at milestone, 20% on delivery.
- 01
50%
Upfront
Due to start the build
- 02
30%
Milestone
Due at the agreed mid-build checkpoint
- 03
20%
Delivery
Due on ship and handoff
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Other engagements
Ready to scope this?
Tell us the workflow, constraints, and timeline. We’ll come back with a written plan.