Understanding how energy moves through a building has always been one of the biggest challenges in facility and sustainability management. Data comes from everywhere including utility feeds, renewable systems, sub-meters, sensors, and BMS points,but it rarely comes together in a way that reveals the full picture. Most systems can tell you how much energy a building uses. Very few can show you where that energy comes from, how it’s distributed, and what (or who) is driving the demand.

Akila’s improved Energy Flow Analysis feature is built to change that. By turning fragmented, complex data into a complete, intuitive, and shareable map of energy from supply to final consumption, it gives organizations the clarity they need to understand performance, improve coordination, and take faster, data-backed action.

 

The problem: Energy data without structure creates blindspots

Modern buildings generate enormous volumes of information. Yet the systems designed to interpret that information often struggle with transparency.

  • Energy supply is split across grid feeds, renewables like PV systems, and sometimes backup generators or batteries.
  • Consumption is scattered across tenants, equipment categories, operating schedules, and zones.
  • Different teams create their own diagrams or spreadsheets, leading to inconsistencies and duplicated work.
  • Portfolio managers struggle to benchmark sites because each building reports energy differently.
  • Facility teams are left reacting to peaks and inefficiencies rather than preventing them.

Without a structured and intuitive way to visualize the entire energy chain, even the best teams are making decisions in the dark.

 

 

Introducing Akila’s enhanced Energy Flow Analysis

Akila’s Energy Flow Analysis creates a complete end-to-end map of where your building’s energy comes from and where it goes. Built on top of a detailed digital twin, the feature transforms raw datapoints into a cohesive energy story.

What sets Akila apart is its powerful, flexible IoT integration framework. Akila seamlessly connects to a wide variety of data sources including electricity meters, water meters, smart sockets, environmental sensors, and legacy BMS points across multiple protocols (MQTT, HTTP API, FTP, and more). This adaptability is the result of years of integrating with both local and global IoT suppliers, as well as third-party and legacy systems.

Whether your building uses locally sourced hardware or a unified global supplier, Akila’s platform ensures that every relevant datapoint is captured, structured, and made available for analysis. Our reusable integration scripts and standardized data models guarantee that energy flow insights are consistent, scalable, and reliable across diverse building portfolios and regions.

With this feature, users can:

  • Visualize the full supply-to-consumption energy journey.
  • See relationships between energy sources, equipment groups, zones, and tenants.
  • Compare real-world flows against expected patterns.
  • Spot anomalies, inefficiencies, and underperforming assets instantly.
  • Align cross-functional teams around one shared view of building performance.

Rather than jumping between multiple sources of truth, teams get a unified energy picture that is accurate, real-time, and actionable.

 

How it works

Akila begins by integrating data from every relevant source: grid import meters, onsite renewable systems like PV arrays and batteries, tenant sub-meters, equipment-level sensors, and BMS points. This raw data is then cleaned, time-aligned, and mapped into the building’s digital twin, creating a consistent, structured foundation for analysis.

Once the data is organized, Akila generates a dynamic supply-to-load energy flow diagram that visually traces how energy moves through the building – from input sources all the way to consumption by equipment and zones. This intuitive visualization makes it easy to see dependencies, identify bottlenecks, and understand the true story behind energy use.

Finally, these insights are actionable. They inform and enable predictive maintenance, optimization strategies, and reporting workflows, allowing teams to react quickly or even automate responses through Akila’s control features. The result is a unified, real-time understanding of building energy that supports smarter decisions at every level.

 

Three ways users gain immediate value

  1. Supply side intelligence – Understanding where energy comes from

For buildings using a mix of grid electricity, PV generation, and battery storage, understanding energy supply is critical.

Akila breaks down exactly how much energy is coming from each source and how those sources are being used.

This enables users to:

  • Measure real renewable self-consumption rates.
  • Identify when PV underperforms and diagnose why.
  • Shift loads away from expensive grid periods.
  • Optimize the building’s cost and emissions strategy.

The result is a clearer understanding of your energy mix and more confident decisions around purchasing, scheduling, and sustainability.

 

  1. Tenant breakdowns – Transparent and fair energy attribution

For multi-tenant buildings, energy transparency is often a pain point. Manual sub-meter reads, inconsistent billing logic, and disputes can eat resources and erode trust.

Akila solves this by breaking down energy consumption by tenant, with data mapped directly to the 3D digital twin.

This gives property managers and owners the ability to:

  • Accurately attribute consumption for billing or reporting.
  • Identify tenants with unusually high load intensity.
  • Highlight savings opportunities specific to each tenant.
  • Reduce disputes through clear, verifiable consumption records.

Improved transparency strengthens landlord-tenant relationships and supports better long-term planning.

 

 

  1. Equipment System breakdown – Benchmarking what drives demand

Not all systems contribute equally to a building’s energy load. HVAC may dominate in one building, while pumps or industrial equipment dominate in another.

Akila visualizes consumption by equipment category so users can understand which systems are responsible for which portion of total demand.

This helps teams:

  • Benchmark equipment performance against design values or peer buildings.
  • Spot equipment types with recurring inefficiencies.
  • Prioritize maintenance, upgrades, or operational tuning where it matters most.
  • Detect early signs of equipment degradation through rising energy intensity.

Instead of looking at building-wide totals, operators get detailed clarity on what’s driving energy use.

 

Why this matters for the future of smart buildings

Energy Flow Analysis closes one of the biggest gaps in building management: the lack of a unified, intuitive, and actionable understanding of how energy moves through the built environment.

With this feature, teams can:

  • Shift from reactive firefighting to predictive planning.
  • Align sustainability and operations teams around shared, trusted data.
  • Build more accurate forecasts and budgets.
  • Support audits, compliance, and ESG reporting with confidence.
  • Unlock new optimization pathways powered by AI and automation.

As buildings grow more complex and energy costs rise, this level of clarity is no longer a nice-to-have — it’s essential.

 

 

 

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Akila profiled in NVIDIA’s “Physical AI for Smart Cities” feature

December 04, 2025

 

 

Following Akila’s participation in the Smart Cities Expo World Conference in Barcelona, where Akila held demos for its recent AI and digital twin projects in the campus and transport sectors, NVIDIA has profiled Akila alongside Milestone Systems and K2K as part of its thought leadership piece “Physical AI for Smart Cities: Simulate and Build City-Scale AI Agents”.

 

The profile places Akila in the context of an industry-wide rise in Physical AI applications, including:

  • Milestone – turning citywide video into actionable insights
  • K2K – (a co-presented with Akila at SCEWC) real-time neural networks for urban infrastructure

 

Akila was profiled for its deployment of AI agents in its semantically-rich digital twin to increase energy efficiency and operational efficiency, with extracts from its Omniverse-native project with SNCF. In that project, Akila built on its native format of OpenUSD and integrating NVIDIA Omniverse, the project created a rich simulation environment in which Akila integrated data from a number of data intensive systems for energy, maintenance and passenger flow and used its integration with Omniverse to visualize simulations including:

  • HVAC performance
  • Human traffic in busy areas
  • Airflow
  • Thermal conditions
  • Lighting

 

This deployment is one example in a growing pipeline of projects where Akila is bringing its semantically rich digital twin to bring AI insights and agentic control into the physical world.

 

“What we’re doing with Akila is working with operators of large-scale portfolio of buildings and infrastructure, and we are helping them to transform and make their buildings and their portfolio more efficient. We are developing specifically AI agents to accelerate the decarbonization of our clients’ portfolios. So the AI agents will detect across a large volume of buildings and infrastructure.”

– Francois Amman (CEO of Akila)

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Akila, K2K and ThinkDeep Showcase Shared Vision for the Future of Physical AI at Smart City Expo World Congress 2025

November 04, 2025

Barcelona, 4 November 2025 — Akila, together with K2K and ThinkDeep, will showcase their shared vision for how semantically rich digital twins, video-language models (VLM) and retrieval-augmented AI systems can form an integrated intelligence chain that powers the future of Physical AI in cities and the built environment.

 

In line with NVIDIA Blueprint for smart city AI – a physical AI framework that combines simulation, training with VLMs, and deploying video analytics AI agents – the three companies are demonstrating how complementary technologies — spanning contextual intelligence, perception, and interaction, can be combined to create a new generation of city-scale AI systems.

 

  • Akila provides the semantically rich digital twin platform, built on OpenUSD and integrating NVIDIA Omniverse libraries as its core environment for GPU-intensive simulation and spatial intelligence. Akila serves as the central layer where upstream data is contextualized in a unified operational model, enabling advanced analysis and scenario simulation at building and city scale.
  • K2K deploys video analytics AI agents that generate structured, semantic narratives from city-wide visual data built with the NVIDIA Blueprint for video search and summarization (VSS) and powered by NVIDIA Cosmos Reason, an advanced reasoning VLM.
  • ThinkDeep enriches the ecosystem with visual data ingestion Agentic AI and Graph RAG (retrieval-augmented generation) pipelines using NVIDIA Metropolis – transforming unstructured operational documents and records into structured knowledge that can be accessed interactively through AI assistants.

 

Together, these capabilities create a context-to-perception-to-interaction chain: from understanding and modeling the physical world through Akila’s digital twin, to extracting real-time intelligence from VLM, to making this knowledge accessible to diverse stakeholders through retrieval-augmented AI systems.

 

“This collaboration reflects a shared ambition to push the boundaries of how AI understands, simulates, and acts upon the physical world,” said Philippe Obry, Vice President at Akila. “By aligning semantically rich digital twins with advanced VLM and RAG technologies — and by leveraging NVIDIA Blueprint for smart city AI Omniverse for high-fidelity simulation — we’re laying the groundwork for a new generation of Physical AI capabilities in cities and infrastructure.”

 

Akila, K2K and ThinkDeep will jointly exhibit at the Smart City Expo World Congress 2025 in Barcelona, from 4–6 November, 2025.

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