Featured
The Readiness Assessment

A 5-day engagement that maps your data, surfaces high-ROI AI candidates, and recommends a pilot — fixed price.

Read the brief
Case study
Tier-1 bank cuts reconciliation 92%

Agentic reconciliation across 14 source systems — six-week pilot, full rollout in one quarter.

Read the case
New
Private AI on dedicated GPUs

Frontier-class models on isolated infrastructure — your data never leaves the perimeter.

Explore the stack
Latest
Field notes: agentic eval at production scale

How we ship and operate eval harnesses for systems running ten-million-plus actions a month.

Read the write-up
Founder
Rohit Wakode — Founder & Director

B.Tech IIT Bombay · LLB GLC Mumbai. Building intelligent enterprise systems in India since 2014.

Read the profile
Industries · Where we run

Sectors with real stakes.
Margins to defend.

Deneural concentrates where the math is meaningful — regulated, operationally heavy, margin-conscious sectors. Generic AI work goes elsewhere.

01 — Sectors served

Twelve verticals. Hundreds of deployments.

/ 01

Banking & Finance

Reconciliation at the speed of trade. Treasury intelligence that calls out anomalies before audit. KYC pipelines that do not waste an analyst afternoon.

ReconciliationTreasuryKYC / AMLRegulatory reportingTrade opsRisk modeling
Read sector brief →
/ 02

Healthcare

Clinical documentation that captures the visit. Revenue cycles that close themselves. R&D knowledge systems that answer in seconds, not weeks.

Clinical docsRCMPatient opsR&D searchImaging triageTrial ops
Read sector brief →
/ 03

Manufacturing

Predictive maintenance on equipment you cannot afford to lose. Vision systems on lines you cannot slow down. Supply chain intelligence that sees around corners.

Predictive maint.Vision QADemand forecastMES integrationOEESupplier intel
Read sector brief →
/ 04

Retail & E-commerce

Personalization that respects margin. Pricing that responds to the market in minutes. Conversational commerce that closes baskets without staffing chat.

PersonalizationPricingForecastingChat commerceCatalog AIReturns ops
Read sector brief →
/ 05

Logistics & Mobility

Routes that learn the city. Warehouses that pick themselves. Fleets that tell you the truth about today, not last Tuesday.

Route optim.Warehouse AILast-mileFleet opsDemand routingCustoms ops
Read sector brief →
/ 06

Construction

BIM intelligence, project AI, safety vision, and progress automation for one of the least-digitised verticals.

Project AIBIMSafety visionPlant intelProgress AISchedule AI
Read sector brief →
/ 07

Government & Defense

Sovereign AI on infrastructure you control. Intelligence systems with the access boundaries your regulator demands.

Sovereign AIIntelligencePublic serviceRecords mod.ComplianceField ops
Read sector brief →
/ 08

Energy & Utilities

Forecasting under volatility. Asset health across the grid. Outage response that pre-positions before the call.

Load forecastAsset healthOutage AITrading desksField ops
Read sector brief →
/ 09

Mobility

AVs, fleet ops, urban systems intelligence — the operational layer for moving people and goods.

Fleet AIAVUrbanMobility-as-a-ServiceChargingLast-mile
Read sector brief →
/ 10

SpaceTech

Ground systems, telemetry, mission ops, and downstream science pipelines for space-bound payloads.

Ground stationsTelemetryMission opsAnomaly AIConstellation opsDownstream
Read sector brief →
/ 11

Hybrid Education

AI-native learning platforms, content ops, assessment AI, and outcomes intelligence.

LMSContent AIAssessmentOutcomesTutoringAccessibility
Read sector brief →
/ 12

Professional Services

Knowledge systems that turn ten years of files into one searchable mind. Drafting that respects your house style.

Knowledge AIDraftingPricingResource opsPursuit opsCRM AI
Read sector brief →

Bring your hardest sector problem.

If we have shipped in your space, we will bring receipts. If we have not, we will tell you so directly.