Blogs
Perspectives on Human-AI enterprise
Insights on orchestration, governance, and the future of intelligent business systems.
AI is a Structural, Not a Functional Revolution. (7/8)
The corporate hierarchy has built layers of middle management to filter, validate and move information from the front lines to decision-makers. Platforms that hyper-converge roles from front to back offer significant speed and reliability while enabling outcome-focused decision making.
Anand
23 Apr, 2026
7 min read
Communication architecture (6/8)
Task-aware agents that are functionally incapable of working in a coordinated ecosystem, and do not cleanly hand-off information (& meaning) at boundaries are a key bottleneck to solving complex business orchestration problems.
Anand
21 Apr, 2026
5 min read
Reliability in the AI-enabled future (5/8)
Testability determines agility. The key to reliable business orchestration is certified reliable digital components. By focusing on reliable, testable tasks and pure math functions, organizations can build complex systems from small, independently verifiable components.
Anand
14 Apr, 2026
6 min read
Crafting intelligent interfaces. (4/8)
Intelligent interfaces are about culture. As AI deployment demands reimagined organizations with leaner, more productive workforces, building such interfaces requires deep business understanding and keen observation. Building is the easy part — imagination is what matters.
Anand
9 Apr, 2026
6 min read
Security, observability and auditability of AI. (3/8)
When determinism is not given, traditional guardrails fail. Fine-grained security controls must operate at the action level. Data audits and observability reveal who took action, what outputs were produced, and whether AI agents remain consistent with peer review.
Anand
7 Apr, 2026
5 min read
Expect domain languages to explode. More open, the better (2/8)
In a world where context matters as much as code, the language of the domain must be expressed separately from the code. A modern domain language must embrace ontological definitions as code, express intent within work context, and enable precise testing.
Anand
31 Mar, 2026
6 min read
Enterprise business orchestration is broken. (1/8)
The space is crowded — legacy players from 20 years ago, low-code platforms, RPA tools. Yet none of them were built for the world we operate in today. Orchestration needs to be deep, non-linear and designed to re-wire culture of work.
Anand
27 Mar, 2026
5 min read