Industry executives and experts share their predictions for 2025. Read them in this 17th annual VMblog.com series exclusive.
By Tucker
Callaway, CEO, Mezmo
The year ahead will mark a turning
point for organizations striving to stay competitive in a data-driven world.
With technological advancements accelerating, companies must rethink how they
collect, manage, and act on telemetry data. Those that fail will fall behind,
while those that innovate will unlock new growth. From evolving telemetry
pipelines to setting standards for AI, data governance, and embracing
OpenTelemetry, 2025 will be defined by decisions that transform raw data into
strategic insights. Here are three predictions that will shape strategic
priorities in the year ahead.
Telemetry Pipelines Will Shift
from Cost-Saving Tools to Innovation Drivers
In recent years, telemetry data
volumes have surged, challenging SRE teams and developers to reduce costs while
speeding up incident resolution. In 2025, the focus will shift from reducing
spend to maximizing data value. As AI adoption accelerates, the demand for
high-quality, accessible data will rise.
Telemetry pipelines will evolve
from cost-reduction tools into platforms that enable data-driven innovation.
Leading SRE teams will use these pipelines to aggregate data, extract
meaningful metrics, enrich datasets (e.g., Kubernetes data), and operationalize
anomaly detection and alerts. This shift will empower teams with actionable
insights that go beyond reducing mean time to detection and resolution
(MTTD/R), driving technical and business growth.
Data Governance Will Drive Data
Quality and Trust
While AI excitement is spreading
across industries, its true potential depends on one critical factor – data
quality and a complete understanding of data. AI can only be as effective as
the data it processes. As organizations scale AI adoption in 2025, data
governance and advanced telemetry practices will be essential to ensure
reliable, actionable insights.
With the increasing reliance on AI,
key questions around data governance will dominate the conversation: Who has
access to the data? How can its quality and integrity be maintained? What
mechanisms ensure data traceability? Organizations on the path to AI-enabled
processes will be required to monitor data
workflows, enforce governance policies, and maintain accountability. These
practices will enhance decision-making, build trust, and provide transparency,
ultimately ensuring that AI delivers its full value.
OpenTelemetry Will Redefine
Industry Standards and Vendor Practices
The growing adoption of
OpenTelemetry (OTel) will drive a major shift in the industry, with vendors
moving away from proprietary data formats and focusing on differentiated
value-added services, such as advanced analytics and visualization. As
organizations increasingly standardize data collection with OTel, the demand
for interoperability, portability, and scalability in telemetry solutions will
increase. OTel will help eliminate vendor lock-in, simplify integrations, and
enable seamless data portability across platforms. This will allow teams to
focus on extracting insights instead of managing fragmented telemetry formats.
Teams that invest in modular,
reusable telemetry practices – like standardized dashboards, exponential
histograms, and alignment with universal standards – will fully unlock the
potential of telemetry data to optimize performance, enhance reliability, and
drive innovation.
Strategic Adoption for Long-Term
Success
In 2025, success will depend on
more than the adoption of observability platforms – it will hinge on how
effectively organizations use their telemetry pipelines, establish strong data
governance, and embrace universal standards like OpenTelemetry. By prioritizing
these foundational practices, companies can build systems that are resilient,
transparent, and primed for innovation. Organizations that approach these
shifts thoughtfully and sustainably will be best positioned to overcome
challenges and seize new opportunities for growth in an increasingly
data-driven world.
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ABOUT THE AUTHOR
Tucker Callaway is the CEO of Mezmo. He has more than 20 years of experience in enterprise software, with an emphasis on developer and DevOps tools. He is responsible for driving Mezmo?s growth across all revenue streams and creating the foundation for future revenue streams and go-to-market strategies. He joined Mezmo in January 2020 as president and CRO and took the torch as CEO six months later. Prior to Mezmo, he served as CRO of Sauce Labs and vice president of worldwide sales at Chef.
