[02 / Industries]
Where we work. How it shows up.
Four verticals we know deeply. We don't take on every industry — we take on the ones where our approach actually changes outcomes.
0+
Production systems
0
Learners served
0%
Uptime average
0ms
p95 latency
Our verticals
AI copilots inside your product.
/ Common problems
- Customers expect AI-native features
- Competing with AI-first startups
- Feature velocity pressure
/ What we build
- Copilots inside dashboards
- Feature enhancement with LLMs
- White-label AI modules
3×
feature shipping velocity
The pattern we see
Every vertical is different. The failure modes aren't.
/ The problem
AI projects that never leave the demo stage.
- Stakeholder enthusiasm crashes into integration reality
- Costs spiral as naive prompts hit scale
- Accuracy regresses silently with no eval infrastructure
- Vendor lock-in prevents switching when better models ship
/ How we solve it
Production-grade infrastructure. Day one.
- Evals + observability before any prompt work
- Multi-model routing for cost/accuracy/latency optimization
- Versioned prompts with A/B testing built in
- Rollback plans and graceful degradation patterns
Global reach
Where our clients run.
HQ in Bengaluru. Studios in London and NY. Clients in 14 countries.
★ BengaluruMumbaiLondonNew YorkDubaiSingaporeSydneyTokyo
Impact per vertical
Aggregate numbers, across all engagements.
Vertical
SaaS
3×
feature shipping velocity
Copilots inside dashboardsFeature enhancement with LLMsWhite-label AI modules
Vertical
Retail & E-commerce
+28%
avg conversion lift
Product recommendation enginesCustomer support automationReview & feedback analysis
Vertical
Finance & FinTech
99.95%
model accuracy
AI-driven analyticsFraud detection supportAutomated reporting
Vertical
Education
2.4M
learners served
AI tutorsPersonalized learning pathsAutomated evaluation
Client voice
Said by people we've actually shipped with.
/ 01
"They understood our regulatory constraints better than our last AI vendor."
Priya M.
VP Eng, Axis Banking
/ 02
"Shipped a voice agent in six weeks that replaced 60% of our inbound calls."
Daniel L.
COO, Hearthline
/ 03
"Honest about what AI can and can't do. Rare in this industry."
Sarah K.
CTO, Kora Apparel
/ 04
"The eval infrastructure they built is what made it production-ready."
Marcus V.
Head of AI, Ledgerly
/ 05
"Saved us from signing a 3-year OpenAI enterprise contract we didn't need."
Anita R.
CFO, BrightPath Learning
/ 06
"Their engineers wrote docs our team still reads a year later."
James P.
Eng Manager, Zephyr
/ Next step
Not seeing your industry?
We partner deeply with 2-3 new verticals per year. If your problem is interesting, we want to hear about it.
~4h
avg response
Q2 '26
next slot
100%
NDA on request