Customer
Piknik is a cloud-native platform focused on workflow automation across distributed ecosystems. Their platform enables organizations to manage, verify, and automate processes that require strong auditability and data integrity guarantees.
The Challenge
Piknik faced critical gaps in their data integrity and compliance infrastructure:
- - Lacked an immutable, verifiable mechanism for stored data integrity and auditability
- - Manual verification overhead created bottlenecks in compliance workflows
- - No automated mechanism to validate archival integrity at scale
- - AI-assisted workflow outputs required human review with no structured feedback loop
Without immutable audit trails and automated verification, Piknik could not scale their platform to meet the compliance and integrity requirements of enterprise customers.
The Solution
Tactical Edge partnered with Piknik to design and implement a comprehensive AWS architecture for immutable storage, AI-powered workflows, and end-to-end auditability.
Key components of the solution included:
- - Amazon S3 with Object Lock, S3 Glacier, and S3 Glacier Deep Archive for immutable, tiered archival storage
- - CID-based verification using DynamoDB and Amazon OpenSearch for content-addressable integrity tracking
- - AWS Lambda for event-driven automation of verification and compliance workflows
- - Amazon ECS on Fargate, Amazon Bedrock, and Amazon SageMaker for AI-powered workflow automation
- - AWS Glue, Amazon Kinesis, Amazon Athena, and Amazon QuickSight for data processing and analytics
- - Security layer with AWS KMS, AWS Config, CloudTrail, GuardDuty, Amazon Macie, and AWS WAF
The architecture was designed to guarantee data immutability from ingestion through archival, enable AI-assisted workflows with human-in-the-loop validation, and maintain full auditability across every operation.
Results
With the platform in production, Piknik achieved measurable improvements across workflow efficiency, data integrity, and user satisfaction:
- - 40% reduction in manual revisions through AI-assisted workflow automation
- - 50% reduction in asset search time with content-addressable indexing and retrieval
- - 85%+ user approval rating for AI-generated workflow outputs
- - 100% CID retrievability across all archived and active data stores
- - 12-month estimated cost of $250,046 for the full production environment
Piknik now operates on an architecture where every piece of data is verifiable, every workflow is auditable, and AI augments human judgment rather than replacing it.
Why It Matters
This engagement demonstrates a core Tactical Edge principle:
Immutable auditability and AI-powered automation deliver the most value when integrity is guaranteed at the storage layer and every operation is traceable by design.
For Piknik, this meant a platform their customers can trust for compliance-critical workflows, with AI that enhances productivity while preserving human oversight.
This engagement reflects Tactical Edge's broader approach: start from integrity and compliance requirements, design systems with immutability and auditability built in, and focus on AI-powered automation that scales without compromising trust.