The Praveg OPTIC Maturity Modelâ„¢

OPTIC is a lens for examining an organisation: five pillars, each with five dimensions, rated on a five-level behavioural scale and read against a target calibrated to what the organisation actually needs.

Five pillars, twenty-five dimensions.

A lens is the instrument; a pillar is one of the five capability areas it examines; a dimension is one of the twenty-five specific capabilities that get assessed.

Organisation & People

The human foundation

Structure, governance, roles, accountability, culture and leadership alignment. Every other pillar depends on people executing it: no process runs itself, no technology adopts itself, and no measurement system produces insight without someone who understands what they are looking at.

O1Structure & Design
How the organisation is arranged: reporting lines, groupings, span of control and matrix relationships, and whether that structure supports today's work or is a legacy stretched over a reality it was never designed to carry.
O2Governance & Decision Rights
Who has authority over what: how decisions are made, by whom, at what level, with what inputs and what escalation paths.
O3Roles, Accountability & RACI
Who is responsible, accountable, consulted and informed for every critical activity, in ongoing operations and governance as well as in projects.
O4Leadership Alignment
Whether the leadership team is in fact aligned on direction, priorities and the behaviours it models, in practice and not only in meetings.
O5Culture, Skills & Change Readiness
The informal operating system: the behaviours rewarded in practice, capability against what the strategy requires, and the demonstrated ability to absorb and sustain change.

Process

The operational engine

How work gets done: documented, consistently, and in a way that can be examined, improved and handed over. SOPs, workflows, controls and standardisation are the connective tissue of the organisation.

P1SOP Design & Documentation
The foundational documentation of how work gets done: approved, version-controlled, owned, and written for the people who execute it.
P2Workflow Design & Handovers
How work moves from initiation to completion: where handovers happen, where approvals create bottlenecks and where work is duplicated.
P3Quality Controls
The checkpoints, review gates, deviation handling and verification built into processes so that outputs meet defined standards before they move forward.
P4Process Governance
Who owns each critical process, how changes are controlled, when it is reviewed and how its performance is monitored, with governance matched to risk.
P5Risk-Based Prioritisation
Deciding which processes to formalise first, and to what depth, from their risk profile and business impact.

Technology

The force multiplier

Systems, tools, automation, data infrastructure and the responsible integration of artificial intelligence. Technology aligned with business outcomes amplifies every other pillar. Technology that is not drains resources and creates complexity without value.

T1Alignment & Portfolio Governance
Whether every platform is mapped to a process and a business outcome, selected against requirements, and the portfolio actively rationalised.
T2Adoption & Implementation
Whether implementations are run as adoption programmes rather than go-live events, adoption is measured, and barriers to use are found and removed.
T3Automation & Integration
Whether repetitive steps have been assessed for automation, systems exchange data without re-keying, and automated steps are monitored for accuracy.
T4Data Infrastructure & Quality
Whether data has owners, quality standards and a consistent structure across systems, so that it can be aggregated, trusted and used.
T5AI Readiness & Governance
Whether readiness for AI has been assessed across process, data and governance, and deployments have defined authority, validation and oversight. The one dimension that may be marked not applicable, where no AI is in use or planned.

Improvement

The growth mechanism

KPIs, metrics, maturity assessment, continuous improvement cycles and the learning infrastructure that ensures the organisation gets better over time rather than merely older. This is the pillar that keeps the other pillars honest.

I1KPI Design
Selecting the few indicators that, if they moved, would change a senior decision-maker's behaviour or resource allocation.
I2Visibility & Review Rhythm
The infrastructure and the meetings that make performance visible to the right people, at the right frequency, with someone expected to act on it.
I3Capability Assessment
Whether a structured, periodic and reasonably independent assessment of overall capability exists and is acted upon.
I4Improvement Cadence & Action Closure
The rhythm of retrospectives, improvement planning, action tracking and impact measurement that closes the loop between learning and action.
I5Knowledge & Learning Systems
Whether what one project, team or cycle learns is captured in a form that outlives the people who learnt it, and is reused by the next.

Context

The calibrating capability

Not the environment itself, but the organisation's capability to read its environment and translate that reading into calibration decisions for the other four pillars. Context is scored on the same one-to-five scale as every other pillar.

C1Industry & Market Reading
Reading the industry's operating logic: its pace, competitive dynamics, customer expectations and quality norms.
C2Regulatory Intelligence & Compliance
Knowing which regulatory obligations apply, how they change, and what they require of governance, process and technology.
C3Business Model Alignment
Understanding how the organisation creates and captures value, and what that asks of process, technology, governance and measurement.
C4Life-Stage Calibration
Calibrating what appropriate maturity looks like for the organisation's size and stage, rather than importing another organisation's operating model.
C5Future Readiness & Scalability
Reading what the organisation is becoming, and whether today's improvements will support that future rather than lock in the present.

Five levels, one absolute scale.

Each dimension is rated from one to five against a behavioural anchor ladder: five one-sentence descriptions of what that dimension looks like at each level.

The scale is a deliberate descendant of the staged maturity thinking that CMMI made famous. A level three means the same observable things wherever it is scored: documented, consistently applied, not yet measured.

Most organisations, when they first meet this scale, place themselves at a three or a four. The diagnostic usually reveals something more uneven.

LevelWhat it means
1ReactiveOperating entirely in response to problems as they arise. No formal structure.
2DevelopingBasic structures exist but are informal, inconsistent or only partially adopted.
3DefinedDocumented and applied consistently, but not yet measured or actively improved.
4ManagedMeasured, monitored and actively managed against defined standards.
5OptimisingContinuous improvement embedded; proactively adapting to changing conditions.

The Target Maturity Profile.

Level five is not the destination. What varies from one organisation to the next is not the scale but the target: the level each pillar needs, given regulatory exposure, size, trajectory and business model.

The starting selection is the book's worked example: a 120-person contract research organisation, GCP-regulated, growing 40% a year, serving two jurisdictions.

OPTIC12345

O 3   P 4   T 4   I 3   C 4

No five needed anywhere.

Target, NowNext horizonBaseline of 3

How the profile is set

Every pillar starts at a baseline target of three. The four drivers add to or subtract from that baseline. Results are capped at five and floored at two. Where two drivers push the same pillar, it moves once, not twice, unless the two drivers are regulatory exposure and scale.

The result is recorded twice: the Now profile, what the organisation needs today, and the Next-Horizon profile, what it needs twelve to twenty-four months out.

The Context pillar scores the organisation's own capability to read its environment. The profile is produced by the assessment team in the Calibrate step, using that capability where it is strong and supplying the reading where it is weak. A single dimension may be raised, lowered or marked not applicable where the drivers plainly demand it.

DriverEffect on the target profile
Regulatory exposureMedium: P +1. High: P +1, T +1, C +1
Scale band150 to 500 people: O +1, I +1. Over 500: O +1, I +1, P +1. Under 50 with Low exposure: O -1, I -1
TrajectoryScaling or Transforming: C +1 and O +1 on the Next-Horizon profile
Business-model complexityMultiple lines or sites: P +1. Multiple jurisdictions: C +1

Closer is better. Bigger is not.

The radar is drawn as two pentagons: current maturity and the target profile. The story is the space between the two lines, and it can run in either direction.

Where the current line falls inside the target line, the organisation has a gap. Where it falls outside, the organisation is carrying more formality than it needs.

A thirty-person engineering design studio, founded by two people from a large aerospace contractor, ran a formal change control board for every drawing revision. Its Process pillar scored a four against a calibrated target of three. The main recommendation was to remove two approval tiers. Lead times on revisions fell by more than half, and nothing was lost, because the formality had been protecting against risks the studio did not have.

OPTIC
A gap profile: the current line sits inside the target.
OPTIC
An over-maturity profile: formality to remove.

Four common organisational shapes.

Patterns that turned up again and again in the engagements that shaped the model. The sequence under each is the one that most often followed, not a rule: the Priority Lens decides.

OPTIC

The Galloping Horse

Strong in Process and Technology, weak in Organisation and Improvement. It moves fast and drifts off course, because nobody is watching the instruments.

The usual sequence: Leadership alignment, accountability and a proper KPI system. The operational horse needs a rider.

OPTIC

The Policy Library

Strong in Organisation and Process, weak in Technology and Improvement. Excellent governance and documented processes, run manually and measured loosely.

The usual sequence: Targeted technology adoption aligned to existing processes, and measurement that makes process quality visible.

OPTIC

The Shiny Object

Strong in Technology, weak in everything else. The tools are impressive in a demo; adoption is low and the return is invisible.

The usual sequence: Process before more technology. Document what actually happens, then configure the tools to support reality.

OPTIC

The Brilliant Generalist

Broadly developed across all five pillars and plateaued. Not breaking down, not accelerating either.

The usual sequence: Run the Priority Lens rather than assume. Often Improvement, but it is an answer to confirm.

Twenty-five KPIs, one per dimension.

Each is checked against three tests: is it leading or lagging, what behaviour does it create, and can it be collected without creating more work than insight.

Organisation & People

  • Role Clarity Score% critical roles with agreed accountability and RACI
  • Decision Register Adherence% logged decisions made at the defined level
  • Leadership Alignment IndexSix-question survey, quarterly
  • Skills Gap RatioCritical gaps against capability available
  • Change Readiness Score1 to 5 rating per major initiative

Process

  • SOP Coverage% critical processes with a current, owned SOP
  • Process Adherence Rate% sampled executions following the workflow
  • Cycle Time ReductionTime saved against the pre-redesign baseline
  • Rework Rate% outputs reworked due to process failure
  • SOP Currency% SOPs within review date, owner in post

Technology

  • Technology Alignment Score% platforms mapped to process and outcome
  • Adoption RateActive use at 30, 60 and 90 days, then quarterly
  • Automation Coverage% eligible steps automated or AI-assisted
  • Data Quality IndexAccuracy, completeness, consistency
  • System ReliabilityUptime % and mean time to recover, critical systems

Improvement

  • KPI Coverage% strategic objectives with a tracked KPI
  • Improvement VelocityStructured improvements per quarter
  • Objective Achievement Rate% objectives met in the timeframe
  • Retrospective Action Closure% actions closed on time
  • Capability Growth DeltaChange in dimension ratings per cycle

Context

  • Regulatory Compliance Rate% mapped requirements in evidenced adherence
  • Regulatory Change Response TimeMedian days from change to disposition
  • Context Fit ScoreStructured leadership rating, 1 to 10
  • Scalability Headroom% critical processes verified at planned volume
  • Calibration CurrencyMonths since the profile was last reviewed

The boundaries of the lens.

An ophthalmologist's examination tells you a great deal about your vision and nothing about your heart. OPTIC diagnoses operating maturity: the capability to execute, govern, measure and adapt.

  • Strategy. OPTIC tells you whether the organisation can execute its chosen direction with discipline. It does not tell you whether the direction is right.
  • Market and product. Competitive positioning, product-market fit, pricing power and demand sit outside the lens.
  • Capital and financial structure. Funding, cash management and capital allocation are not assessed, though their consequences often show up as symptoms inside the pillars.
  • Deep culture. The Organisation pillar assesses cultural mechanics. It does not claim to map the full anthropology of a culture.

What OPTIC borrows, and what it adds.

A framework that hides its lineage invites you to discover it yourself and then distrust everything else it says.

Inherited and acknowledged

The five-level scale descends from CMMI. The Organisation, Process and Technology categories carry the fingerprints of the People-Process-Technology triad, McKinsey's 7-S model, and the EFQM and Baldrige excellence frameworks. Sequencing owes a debt to CMMI's staged representation and to Goldratt's Theory of Constraints. Context draws on ISO 9001:2015 and on David Teece's work on dynamic capabilities.

The contribution

The written Priority Lens rule. The Target Maturity Profile as a concrete artefact. Cumulative anchor-ladder scoring with red-flag caps. And a thirty-five-item form sized for organisations of fifty to five hundred people. None of the ingredients is new. What is new is the combination, made explicit and made light enough to use.

How the Priority Lens works

Evidentiary status, stated openly.

A model whose first principle is clear sight owes the same clarity about itself.

OPTIC is a practitioner-derived maturity model. Its structure, anchor ladders, calibration drivers and Priority Lens came out of two decades of practice, mostly in Indian mid-market and regulated environments.

The instrument has not yet been through formal psychometric validation. The calibration drivers are structured judgement, not derived weights. There is no published benchmark dataset yet. The field vignettes are illustrative, not case-study evidence.

We would rather you trusted the model for the right reasons than admired it for the wrong ones.

The validation roadmap

  1. Structured capture. Assessments run on the platform store anonymised ratings, red-flag incidence, driver readings and organisation descriptors.
  2. Distribution publication. Once a segment's dataset is large enough, score distributions are published.
  3. Reliability measurement. Multi-assessor engagements give inter-rater agreement for each ladder; anchors that keep producing disagreement are rewritten.
  4. Outcome tracking. Re-assessment movement is linked to the interventions taken and, where clients consent, to operational outcomes.
  5. External scrutiny. Findings, including the unflattering ones, shared with practitioner and academic communities for challenge.

The model, in short answers.

What are the five pillars of the OPTIC Maturity Model?

Organisation & People (the human foundation), Process (the operational engine), Technology (the force multiplier), Improvement (the growth mechanism) and Context (the calibrating capability). Each pillar has five dimensions, twenty-five in all.

What are the five maturity levels?

Reactive, Developing, Defined, Managed and Optimising. The scale is absolute and behavioural: a level three means the same observable things wherever it is scored. What varies between organisations is the target, not the scale.

What is a Target Maturity Profile?

The explicit, per-pillar statement of the level an organisation needs, set before any scoring from four calibration drivers: regulatory exposure, scale band, trajectory and business-model complexity. It is recorded twice, as a Now profile and a Next-Horizon profile for twelve to twenty-four months out.

What does OPTIC not measure?

Strategy, market and product, capital and financial structure, and deep culture. OPTIC diagnoses operating maturity: the capability to execute, govern, measure and adapt. A strong radar means the organisation can execute; whether it is executing the right things is a separate question.

Start with a conversation.

A discovery call to read the four drivers and decide whether OPTIC Rapid or OPTIC Deep is the right first step for your organisation.