Custom ML models
Bespoke models for classification, ranking, recommendation and forecasting — trained on your data, owned by you.
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Machine-learning consulting, end to end
Strategy, custom models and production MLOps — delivered by a team that ships. We help you decide where AI pays off, then build it.
What we do
From idea to model in production
Generative AI & LLMs
Retrieval-augmented assistants, copilots and document automation built on open and hosted models.
Computer vision
Detection, OCR and quality-inspection pipelines for manufacturing, retail and logistics.
NLP & document intelligence
Extraction, classification and search over contracts, invoices and unstructured text.
Predictive analytics
Demand, churn and revenue forecasting that plugs directly into your operations.
MLOps & deployment
From notebook to production: pipelines, monitoring, retraining and reliable serving.
Data engineering
Clean, governed pipelines and warehouses that make the rest of AI actually possible.
AI strategy & advisory
Roadmaps, feasibility and build-vs-buy decisions grounded in what will move your numbers.
Engagement
A path that ends in working software
Every engagement follows the same disciplined sequence — and every release passes a clean-room audit.
01
Discovery & audit
We map your workflows, data and goals, then pressure-test where AI genuinely pays off.
02
Solution design
A concrete architecture and scope — what we build, how it integrates and what success looks like.
03
Build & integrate
Iterative delivery with working software each cycle, wired into the tools you already use.
04
Deploy & migrate
Clean-room releases, data migration and cold-boot verification before anything goes live.
05
Support & scale
Monitoring, retraining and a roadmap so the system keeps compounding value over time.
Why teams choose us
Consulting without the black box
You own the models, the code and the data. We build for transparency, sovereignty and speed — the same principles behind our products.
100%
Yours to keep
Models, pipelines and IP delivered to you — no lock-in, self-hostable by default.
Audit
Verified releases
Automated gauntlets and cold-boot checks before anything ships.
India
Context-aware
DPDP, GST and IST built into how we design and deploy.
Get started
Put AI to work in your business this quarter
Explore the Thunder suite, or tell us what you're trying to solve and our team will map the fastest path there.