SOLUTIONS
Reclaim focus
with fewer outages
Automate reliability
management
Proactively manage SLAs of digital services and minimize SLA breaches.
Accelerate root cause analysis
Respond quickly to critical incidents with automated root cause analysis.
Drive operational excellence
Generate continuous actionable insights about performance bottlenecks.
OccamsHub Solutions
For Platform & SRE Leaders
Eliminate the 2,000-hour SLO setup tax.
Platform and SRE leaders are trapped between two fires: software engineering teams shipping code
faster than observability can keep up, and executive leadership demanding strict SLA compliance without
exploding cloud bills.
OccamsHub transforms your platform team from reactive dashboard maintainers into proactive reliability
architects. By embedding our SRE Copilot directly into a native OpenTelemetry core, OccamsHub
automates the tedious, manual overhead of SRE—allowing a single team to govern reliability across
thousands of microservices effortlessly.
Eliminate the 2,000-hour SLO configuration tax
Stop spending months manually defining endpoints and tuning brittle thresholds.
THE CHALLENGE
Setting up and maintaining SLOs for 100+ microservices manually consumes over 2,000 engineering hours in setup and up to 2 FTEs in perpetual maintenance overhead.
The OccamsHub Solution
Automatically stitches raw telemetry into business-critical journeys (e.g., Checkout_Flow, User_Auth) and calculates dynamic error budget baselines based on statistical simulations of failures. Out of the box.
The Measurable Outcome
Eliminate 99%+ of manual SLO setup time and deploy full journey-level reliability governance across your entire microservice fleet in minutes, not months.
Eliminate architecture drift & hidden operational debt
Get zero-touch visibility into your evolving service topology.
THE CHALLENGE
Modern deployment pipelines introduce dozens of new microservice dependencies, database calls, and third-party APIs daily—rendering static architecture diagrams and SLOs obsolete within hours.
The OccamsHub Solution
Combines OpenTelemetry semantic conventions to dynamically map service dependencies and detect circular calls, hidden bottlenecks, and architectural anti-patterns the moment new code deploys.
The Measurable Outcome
Achieve continuous topology accuracy with zero manual configuration files, custom tagging rules, or outdated Wiki diagrams.
Shift from reactive firefighting to predictive outage prevention
Fix performance degradation long before static global thresholds breach.
THE CHALLENGE
Legacy APM alerts fire after a service breaks, forcing SREs into chaotic P1 war rooms while customer SLAs burn out in real time.
The OccamsHub Solution
OccamsHub continuously monitors error budget burn velocity across dynamic high-cardinality tags (k8s_pod, customer_tier, region), calculating multi-window burn rates (e.g., 1h vs 6h velocity) to forecast cascading failures before users are impacted.
THE Mesurable outcome
Reduce P1/P2 incident volume by up to 40% and reduce Mean time to detect (MTTD) by catching performance degradation during early micro-anomaly stages.
Platform leader ROI summary
Operational Metric
SLO Onboarding Time (100 Services)
Annual SLO Maintenance
Topology Discovery
High-Cardinality Tagging
Vendor Lock-In
Legacy APMs
3 – 6 Months (~2,000 man-hours)
1 – 2 Full-Time Engineers (FTEs)
Manual APM agent config / stale diagrams
Exponential "Custom Metric" surcharges
High (Proprietary agents & query languages)
OccamsHub
Under 1 hour (Automated)
Zero-Config Auto-Tuning
Real-time discovery
Flat-rate Columnar OLAP Storage
Zero (100% OpenTelemetry Standards)
For On-Call Engineers
Stop chasing red herrings. Isolate the exact root cause in seconds.
On-call shouldn’t mean drowning in alert noise, hunting through endless log tabs at 2AM, or getting dragged into a 20-person bloated war room. Every minute spent context-switching between disjointed dashboards burns your SLAs and your team’s sanity.
OccamsHub replaces chaotic firefighting with human-in-the-loop automation. Powered by the Occams Context Engine, Ops Copilot runs directly on raw OpenTelemetry streams to investigate alerts, drill into live correlations, and deliver evidence-backed RCA in seconds—enabling engineers to validate fixes and generate post-mortems in minutes, not hours.
Instant root cause analysis (RCA) with zero log-hopping
Pinpoint the exact code commit, feature flag, or config shift in seconds.
THE CHALLENGE
Finding the root cause usually requires jumping between Datadog metrics, Splunk logs, AWS CloudWatch, and GitHub commit histories to manually piece together a timeline.
The OccamsHub Solution
Ops Copilot continuously computes real-time statistical correlations across streaming telemetry—linking metric spikes directly to failing trace spans, error log snippets, recent code commits, and feature flag toggles.
The Measurable Outcome
Cut Mean Time to Isolate (MTTI) from 45 minutes to sub-seconds, giving you deterministic proof of what broke.
Suppress alert storms & consolidate cascading noise
Turn 200 microservice alerts into a single, cohesive incident timeline.
THE CHALLENGE
When a core service fails, downstream microservices trigger an avalanche of secondary alerts—flooding Slack and PagerDuty with noise that hides the initial trigger.
The OccamsHub Solution
Automatically groups cascading alerts across your microservices in real time into a unified incident context window, deduplicating repetitive log errors and filtering out non-actionable background noise.
The Measurable Outcome
Reduce alert noise by up to 85%, giving on-call engineers an immediate, clutter-free view of what actually started the fire.
Guided, evidence-backed remediation without guessing
Get step-by-step fix recommendations backed by verifiable telemetry proof.
THE CHALLENGE
Generic AI chatbots hallucinate or offer vague advice like “check your database,” while legacy APMs leave you to write complex ad-hoc queries under pressure.
The OccamsHub Solution
Delivers actionable, step-by-step diagnostic and remediation guidance embedded with auditable proof—surfacing the exact trace paths, metric anomalies, and log lines that validate the diagnosis.
THE MEASURABLE OUTCOME
Reduce lower Mean Time to Resolution (MTTR) while eliminating guesswork and dangerous, unverified trial-and-error fixes in production.
Eliminate war rooms & systematize tribal knowledge
Automate post-mortems and transform historical incident resolutions into continuous training data.
THE CHALLENGE
SREs spend hours writing manual post-mortems after an incident, while historical fix knowledge remains trapped in private Slack messages or outdated Wiki pages.
The OccamsHub Solution
Automatically generates post-mortems (capturing exact timeline, root cause, blast radius, and recovery steps) while learning from past resolutions and runbooks to inform future investigations.
THE MEASURABLE OUTCOME
Eliminate cross-team war room overhead and empower junior or secondary on-call engineers to resolve complex issues.
On-call team - ROI summary
Incident response task
Alert triage
Root cause isolation
Diagnostic proof
Post-mortem generation
On-call burnout
Legacy APMs
Drowning in 100+ cascading PagerDuty alerts
60 minutes of manual correlations
Trial-and-error guessing or vague AI summaries
60 minutes of manual copy-pasting
High fatigue, frequent false positives, long war rooms
OccamsHub
Consolidated single-incident timeline
85%+ faster, Sub-second automated correlations
Telemetry attribution with clear reasoning
100% automated generation
Automation to assist engineers in faster RCA and resolution
For Product Leaders & CTOs
Bridge the gap between engineering reliability and product revenue.
Product leaders shouldn’t have to wait for churned customers or tickets to discover that a critical user flow is broken. In microservice architectures, technical latency spikes, database locks, and silent API failures directly degrade user conversion and retention—yet traditional monitoring hides these issues behind obscure host metrics and pod names.
OccamsHub transforms raw telemetry into business-centric product journey SLOs. By automatically mapping technical trace flows to real journeys (Checkout_Flow, Onboarding_Funnel, Payment_Auth), OccamsHub gives product teams real-time visibility into feature health, conversion risk, and error budget impact without requiring engineering to build custom tracking dashboards.
Align engineering reliability with business revenue
Stop tracking disconnected server metrics. Start monitoring real product journeys.
THE CHALLENGE
Engineers talk in latency percentiles and pod health; product leaders talk in conversion rates and user retention. When an incident occurs, product teams struggle to answer: “Which user flows are currently broken, and how many customers are affected?”
The OccamsHub Solution
Automatically stitches OpenTelemetry trace spans into end-to-end product journeys (Checkout_Flow, Subscription_Upgrade, Search_Execution), displaying live performance, throughput, and error rates at the business-journey level.
The Measurable Outcome
Instant cross-functional alignment during outages with real-time, business-readable visibility into user impact and SLA compliance.
Protect feature launch velocity & error budget health
Make data-driven decisions on when to ship new features vs. pay down technical debt.
THE CHALLENGE
Feature launches often stall due to friction between Product (wanting to ship fast) and SRE (wanting to freeze deployments due to instability). Without objective metrics, decisions become political.
The OccamsHub Solution
Auto-generates dynamic, zero-config SLO error budgets for every product journey. Tracks burn velocity in real time so product leaders know exactly how much “reliability risk budget” is available before shipping major code releases.
The Measurable Outcome
Faster, safer release velocity backed by objective mathematical error budgets rather than subjective arguments.
Eliminate manual dashboard requests to engineering
Get immediate, natural-language answers about feature health without filing Jira tickets.
THE CHALLENGE
Product leaders frequently have to ask data or platform engineers to run custom queries to check if a recent deployment impacted API performance or user flow latency.
The OccamsHub Solution
Equips product leaders with a read-only, domain-aware Q&A interface. Ask plain-English questions like “How is the checkout journey performing compared to last week’s baseline?” or “Did the latest release impact latency for Enterprise tier customers?”
THE CHALLENGE
Eliminate engineering interrupt cycles and empower product teams to self-serve operational insights in seconds.