From audit
to activated
intelligence.
- What we do
- We architect proprietary, domain-specific AI engines for enterprises operating at the edge of what off-the-shelf can solve.
- How we work
- A fractional CTO model — from strategic audit to custom-deployed solution, in weeks, not quarters.
Our methods
The fractional CTO model — four movements from signal to system.
avg · 9 weeks
output · deployed
AI Potential Audit
Two-week forensic of data, workflows and operational friction. We map where ML earns its keep and where it doesn't.
Architectural Blueprint
Domain-specific system design. Data pipelines, model selection, guardrails, and integration contracts — engineered, not prompt-hacked.
Engine Build
Proprietary engine build with your team embedded. Evaluation harnesses, continuous QA, and the guardrails your legal and ops teams need.
Activation & Handoff
Deployment, observability, and knowledge transfer. Your team owns the engine — we stay on as fractional CTOs for as long as you need us.
Domain DNA
Five domains. One operating stance — precision answers from messy worlds.
Media · EdTech · Legal
Scent · AR/VR
Attention, measured.
Causal-inference engines for campaign performance — across spend, creative, and narrative surface area.
Precedent, structured.
Retrieval and reasoning tuned to Indian statute, case law, and procedural taxonomy.
Molecules, mapped.
Olfactive embeddings that link molecular structure to perception, preference, and campaign response.
Speech, as a signal of learning.
Automatic speech recognition and fluency modeling calibrated for Indian English — deployed inside classrooms, not pilots.
Intelligence, with a floor.
AI-enabled AR/VR experience centers that make abstract systems walkable, showroom-ready, and decision-grade.
Thesis
We thrive on the blend of different worlds.
precision × pulse
robot × seed
Laws. Lines. Load-bearing systems.
Industrial floors, legal frameworks, engineered guardrails. The work that fails loudly if it fails at all — which is why it can't.
- DETERMINISTIC
- AUDITABLE
- LATENCY < 100MS
- ON-PREM READY
Taste. Tone. The parts that feel.
Media campaigns, fragrance, classroom speech. Subjective, cultural, lived. We treat them as first-class signals — not noise to be scrubbed.
- PERCEPTUAL
- CULTURAL
- HUMAN-IN-LOOP
- SEMIOTIC
Vision
A note from the founder.
“We get hired when the obvious thing has already been tried. Then we build the right thing — and stay until it takes root.”