Enterprise automation needs
intelligence, not just
execution.
Building AI agents is the easy part. Discovery, governance, reliability, and continuous improvement at enterprise scale are the hard parts. AutomationCOE exists to solve them.
TECNOPRISM'S TRACK RECORD
A decade of enterprise delivery powers every decision we make.
AutomationCOE is not a theory. It is the direct product of thousands of enterprise engagements across industries where reliability, governance, and measurable ROI are non-negotiable requirements.
Years of enterprise AI & automation delivery
Enterprise projects delivered globally
Industries served across regulated sectors
Countries with active delivery engagements
AI & automation specialists on the team
THE PROBLEM
Where enterprise automation programs break down.
Automation programs fail at the same structural points every time, across every industry.
AutomationCOE was designed to close each of those gaps.
WITHOUT AUTOMATION COE
Manual discovery
3–6 weeks per process before a bot is scoped
Siloed teams & tooling
No reuse; the same automation built multiple times
No governance framework
Quality and compliance vary by project and analyst
Duplicate automations
Budget wasted on redundant, fragmented delivery
Runtime failures
Detected only after business impact has occurred
No operational visibility
No way to know if the estate is healthy or failing
AutomationCOE
WITH AUTOMATION COE
Standardised discovery
ARIA converts videos to PDDs in minutes, not weeks
Enterprise governance
One intake model, one delivery standard, enterprise-wide
Reusable component library
Build once, deploy many times across the estate
Continuous intelligence
AURA monitors every automation in real time
Predictive operations
Failures prevented before they reach the business
Real-time estate visibility
Every bot, every dependency, on one unified dashboard
ARIA · Process Discovery
ARIA
The AI-powered discovery intelligence that transforms business processes into structured automation requirements automatically.
ARIA watches process videos, understands what is happening, and generates the complete automation package PDDs, test cases, feasibility reports, and PII-safe documentation in a fraction of the time that manual discovery requires.
- Process video analysis and step extraction
- Automated PDD generation - 92% faster than manual
- Test case and feasibility report creation
- PII identification and redaction built in
AURA
The runtime intelligence layer that ensures automation reliability before business impact can occur.
AURA monitors every automation in production, maps dependencies, predicts failures, and resolves incidents faster through automated root cause analysis. When the estate grows, AURA ensures reliability scales with it.
- Real-time monitoring across the full automation estate
- Dependency mapping - know what breaks when one thing fails
- Predictive alerting - incidents resolved before business impact
- Automated root cause analysis and resolution guidance
THE METHODOLOGY
The 5D1S Framework
AutomationCOE delivers every engagement through a proven six-stage operating model, five delivery dimensions and one sustaining discipline, ensuring consistent quality, governance, and outcomes from first discovery to live production.
D1 · DISCOVER
Surface automation opportunities at enterprise scale
ARIA-powered AI analysis identifies and prioritises automation candidates from process videos, interviews, and existing documentation - without manual surveys or lengthy workshops.
- Process video analysis
- Opportunity scoring
- Feasibility assessment
- PDD generation
BUSINESS OUTCOME
A qualified backlog of automation opportunities, ranked by ROI and complexity.
D2 · DOCUMENT
Establish clear, governed requirements for every automation
Each opportunity is structured into a validated Process Definition Document with test cases, exception handling, and business rules — eliminating ambiguity before development begins.
- Requirements structuring
- Exception mapping
- Test case generation
- Stakeholder sign-off
BUSINESS OUTCOME
Complete, developer-ready specifications that reduce rework by over 60%.
D3 · DEFINE
Architect automations for reliability and reusability
Automation architects design solutions using standardised patterns, reusable components, and the enterprise integration framework — ensuring every automation is built to last.
- Solution architecture
- Component reuse
- Integration design
- Security review
BUSINESS OUTCOME
Modular automation designs that reduce build time and increase long-term reliability.
D4 · DEVELOP
Build, test, and validate with enterprise-grade rigour
Development follows the CoE delivery standard — unit tests, UAT frameworks, and automated regression suites — ensuring quality before any automation reaches production.
- Bot development
- Unit testing
- UAT execution
- Performance validation
BUSINESS OUTCOME
Production-grade automations with full test evidence and documented sign-off.
D5 · DEPLOY
Release with governance, monitoring, and dependency clarity
AURA establishes operational baselines and dependency maps before go-live. Every deployment is monitored from day one, with alerting calibrated to the specific risk profile of each automation.
- Dependency mapping
- AURA onboarding
- Incident playbooks
- Go-live approval
BUSINESS OUTCOME
Automations in production with full operational visibility from the first minute.
1S · SUPPORT
Continuous improvement through operational intelligence
AURA monitors every automation in production — predicting failures, resolving incidents, and surfacing optimisation opportunities. New discovery cycles begin automatically as business processes evolve.
- Continuous monitoring
- Predictive alerts
- Root cause analysis
- Optimisation surfacing
BUSINESS OUTCOME
A self-improving automation estate that becomes more reliable over time.
AUTOMATION MATURITY
Six stages from reactive to autonomous.
Every enterprise automation programme occupies one of these six stages. AutomationCOE is the operating model that moves organisations from stage 1 to stage 6 — systematically and sustainably.
WHERE ARE YOU TODAY?
Talk to an automation architectReactive
Automation is deployed project by project with no standards, governance, or reuse across the organisation.
Primary capability: Individual bot delivery
Organised
A basic RPA programme exists with some delivery standards, but governance and operational visibility remain limited.
Primary capability: Consistent RPA delivery
Governed
An AutomationCOE is established. Intake, delivery, and documentation follow a standardised operating model across the enterprise.
Primary capability: COE-driven delivery
AI-Augmented
ARIA accelerates discovery and documentation. AI is embedded in the intake and delivery process, compressing timelines significantly.
Primary capability: Intelligent discovery
Predictive
AURA monitors and predicts failures before they impact the business. Incident response shifts from reactive to proactive.
Primary capability: Proactive operations
Autonomous
The automation estate continuously discovers, deploys, monitors, and improves itself - with AI orchestrating the full lifecycle end to end.
Primary capability: Enterprise intelligence
MEASURED IMPACT
The difference isn't theoretical.
Outcomes measured across active enterprise deployments, not analyst benchmarks.
Faster process discovery
Measured time from process identification to automation-ready PDD, compared to manual discovery methods.
SLA across managed automation estates
Uptime commitment across production bot estates under AURA operational monitoring, across all managed enterprise clients.
Bots managed globally
Active automations across 60+ enterprise clients in 12 industries.
Lifecycle cost reduction
Reduction in total automation program cost when discovery, documentation, and runtime assurance are unified under AutomationCOE.