React
Turning consumer legal intake into structured complaint-drafting workflows.
Consumer Legal Intake Platform · Legal Services · India
Legal Services
India
2 months
The numbers behind the outcome.
75%
Effort Reduction
vs. estimated baseline
60 hr
Capacity Released
Hours saved on delivery
$600
Cost Efficiency
Delivery cost saved
Business context
About Consumer Legal Intake Platform
The Complaint Module uses AI to transform real-life incidents into structured, legally sound complaint drafts within minutes. It intelligently asks the right questions, captures critical details, and drafts complaints aligned with legal requirements. Beyond drafting, it ensures the complaint is clear, complete, and ready for submission,improving acceptance rates while simplifying the process for users.
Consumer Legal Intake Platform was an India-based legal-workflow business engagement focused on legal workflow systems, guided intake, document generation, and case-process digitisation.
Full project details are available on request; client-identifying information has been anonymized under NDA.
The operating challenge
Consumer Legal Intake Platform did not need generic engineering capacity. The work required dependable progress on a business-critical digital workflow, clarity on scope, sequencing against business pressure, and engineering ownership through release. In legal services environments, the surface requirement usually hides stakeholder expectations, role permissions, reporting needs, edge cases, integrations, and the maintainability the next team will inherit.
Devlyn was brought in to reduce that ambiguity and deliver around the flows that mattered most, a senior pod accountable for outcomes, not a staffing line item.
Engagement model and delivery approach.
How We Engaged
Devlyn structured the work around a senior-led pod with milestone-driven ownership. The team first clarified the operating goal, then translated it into a release path balancing product value, technical feasibility, and speed. The documented working window was 2 months, giving the engagement a practical delivery rhythm rather than a vague transformation claim.
Technical & Operational Depth
Execution combined product understanding, application engineering, workflow design, integration readiness, testing discipline, and release support. Where acceleration methods were used internally, they served as delivery leverage and engineering productivity, not novelty. Senior engineers stayed accountable for architecture, edge cases, and operational risk.
What we delivered
Entire product features
Delivered as part of the core operating capability for this engagement.
Tech Stack
Node.js
PostgreSQL
OpenAI
AWS
AI-Assisted QA
Business impact
The measurable outcome
Effort reduction
75%
vs. baseline
Estimated to actual delivery
Capacity released
60 hr
Back to roadmap
Engineering hours saved
Cost efficiency
$600
Delivery savings
vs. traditional staffing
Reported impact
Achieved ~75% reduction in development time (4X efficiency),
Client-stated
Source material
The takeaway for Consumer Legal Intake Platform
”If your roadmap has an operating problem behind it, slow workflows, weak visibility, integration pressure, or limited internal capacity. Devlyn can deploy a senior delivery team to convert the requirement into a working platform release.”
Devlyn Delivery Note · Consumer Legal Intake Platform engagement
How we worked together.
Engagement Type
Dedicated Pod
Team
Senior delivery pod
Duration
2 months
Geography
Client: India · Devlyn: Ahmedabad, India
Timezone Overlap
Daily live overlap with client lead
Ongoing
Approved via delivery review
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