212 Degree Solutions Pvt. Ltd.

At 211°, water is just hot. One degree makes steam.

We build the applied AI, data platforms, and enterprise software that push your systems past the threshold — where raw capability turns into force that actually moves the business.

Trusted to run in production
99.98%
Platform uptime
4.2×
Avg. efficiency lift
<90d
To first value
The stack we bring to a boil
Large Language Models Retrieval Augmented Generation Cloud Native Kubernetes Real-Time Data MLOps Edge Inference Vector Search
The 212 idea

The whole difference
is one degree.

At 211°F, water is merely hot. At 212°F, it boils — and boiling water makes steam. Steam once powered locomotives across continents. That single degree is the entire difference between potential and propulsion.

Most enterprise technology stalls at 211°. It's capable, expensive, and almost working. We exist to find that last degree — the model that ships, the pipeline that holds, the system that finally moves — and apply it with discipline.

We don't sell heat. We deliver the boiling point.

211°
Hot WaterCapable, but idle
VS
212°
SteamForce that moves
› 212.SOLUTIONS

Engineering that ships,
not slideware.

Six capabilities, delivered by senior teams who own outcomes end to end — from the first workshop to the on-call rotation.

01

Applied AI & LLMs

Production-grade generative AI: fine-tuned models, retrieval pipelines, and autonomous agents wired into your real workflows and guardrails.

RAGAgentsEvalsFine-tuning
02

Data & ML Platforms

Streaming and batch pipelines, feature stores, and MLOps that keep models fed, monitored, and retraining without a heroics budget.

PipelinesMLOpsFeature store
03

Cloud & DevOps

Modernization, migration, and platform engineering on AWS, Azure, and GCP — with IaC, observability, and cost control built in from day one.

KubernetesTerraformSRE
04

Intelligent Automation

Decisioning and workflow orchestration that removes the manual middle — combining rules, ML, and human-in-the-loop where it counts.

OrchestrationDecisioningRPA+
05

Enterprise Software

Custom platforms and internal tools engineered for scale, security, and the next decade — not just the next demo. Built to be handed over.

Full-stackAPIsDesign systems
06

Digital Transformation

Advisory that turns strategy into a running roadmap — architecture, org design, and change management measured against outcomes, not decks.

StrategyArchitectureEnablement
The 212 Platform

One engine.
Idea to inference.

Our delivery platform gives every engagement the same production backbone — so the AI you prototype on Friday is the AI running under SLA on Monday.

Model-agnostic core
Swap between frontier and open models without rewriting your app.
Governed by default
Evals, audit trails, and access controls baked into every pipeline.
Observable end to end
Trace every request from token cost to business KPI in one pane.
phase_pipeline.run()
01Ingest & ground data
02Retrieve & reason
03Evaluate & guard
04Serve at the edge
05Monitor & retrain
Reliability
0%
Uptime across managed platforms
Impact
0×
Median efficiency gain post-launch
Delivery
0
Enterprise systems in production
Team
0+
Engineers, architects & scientists
› 212.INDUSTRIES

Built for the sectors
that can't afford 211°.

Domain-fluent teams that speak your regulations, your data, and your margins — from the first conversation.

Financial Services
Risk, fraud & real-time decisioning
Healthcare & Life Sciences
Clinical AI & compliant data
Manufacturing
Predictive ops & quality vision
Retail & E-commerce
Personalization & demand AI
Logistics & Supply Chain
Routing & network optimization
Public Sector
Citizen services at scale
› 212.APPROACH

How we bring a system
to its boiling point.

A four-stage engagement that adds energy deliberately — no leap of faith, just a controlled climb to 212°.

1
180° · WARM

Discover

We pressure-test the problem, the data, and the ROI before writing a line of code.

2
195° · HEATING

Architect

A production blueprint — models, infra, and guardrails scoped to your reality.

3
205° · NEAR

Build

Senior squads ship in tight iterations, integrating with your stack as they go.

4
212° · STEAM

Scale

We harden, monitor, and hand over — so the boil sustains long after we leave.

They found the one degree three vendors missed. Our fraud models went from a promising pilot to the system our risk desk now runs on — in a single quarter.
RN Rohan NairVP Engineering · Global Payments Platform
Ready when you are

Let's take your systems to a boil.

Book a working session with our team. We'll map the last degree between what your technology can do and what it actually delivers.

› 212.CONTACT

Tell us where
you're stuck at 211°.

Whether it's a stalled AI pilot or a decade-old platform that needs to move, start the conversation. We reply within one business day.

Registered Office
212 Degree Solutions Pvt. Ltd.
Building No.: 7-1-618/AP, Flat No.: 503, Aditya Enclave, Annapurna Block, Maitrivanam, Ameerpet,
Hyderabad 500081, India
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