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ComplianceGen
Connect Customer

ComplianceGen turns the regulation into the Contact Lens config that audits it. Overnight, with a clause reference on every rule.

FCA, HIPAA, and TCPA obligations live in PDF. The Contact Lens config that should enforce them is usually written by hand from a generic template, refreshed only after an auditor finds the gap. ComplianceGen reads the document and ships the config overnight: keyword lists, sentiment triggers, alert rules, evaluation forms. Every rule links back to the clause that required it.

FCA, HIPAA, TCPA Genesys QA form import Every rule clause-referenced Deploys via API
Trusted by enterprises, banks, healthcare systems, and the world's biggest brands
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The gap

Contact Lens only monitors what you configure it to monitor.
ComplianceGen writes that configuration from your actual regulatory documents.

Most Contact Lens configs are built by hand from generic templates. When the auditor asks why a keyword list exists, nobody can point to the clause that required it. ComplianceGen fixes that by reading your actual obligations and clause-referencing every rule.

1 day
From compliance document to production-ready Contact Lens configuration. Not weeks of consultant time. Not a spreadsheet handoff. A deployed, auditable configuration.
100% clause-referenced
Every generated rule references the specific clause in the source document that requires it. Directly useful for regulatory audits.
10 question eval form
GenAI evaluation form generated alongside rules. Scoring guidance, weighting, and the compliance obligation behind each question.
How ComplianceGen works

Compliance documents in.
A production Contact Lens config out.
Every rule linked back to the clause.

ComplianceGen: compliance documents flow into a Bedrock processor and emit Contact Lens rules
Your documents
  • FCA Consumer Duty
  • HIPAA
  • TCPA
  • Internal QA scorecard
  • Genesys eval form export
ComplianceGen
Bedrock + Contact Lens
Contact Lens config
  • Keyword match lists
  • Pattern match conditions
  • Sentiment triggers
  • Real-time alert rules
  • GenAI eval form (10Q)
What the output looks like

Real rules from real documents.
Every one clause-referenced.

Keyword List
Vulnerable customer indicators
24 terms + semantic variants
FCA PRIN 2A.3.4, PRIN 2A.3.9
Sentiment Trigger
Escalation risk
Negative trajectory over 90 seconds
Internal QA Policy Section 4.2
Real-Time Alert
Mandatory disclosure not delivered
Within 3 minutes of call start
FCA COBS 2.2.1R
Evaluation Question
Q3 vulnerability detection
Score 1/3/5, Weight 20%
FCA Consumer Duty PRIN 2A.3
Three stages

Three stages: read the documents, generate the rules, deploy the config. Every rule auditable from day one.

01
What ComplianceGen reads
Your documents, as they are
PDF, Word, or exported Genesys QA forms. No reformatting required.

PDF or Word format compliance documents ingested directly, no pre-processing or template reformatting

Multi-document ingestion: FCA, HIPAA, TCPA, and internal policies processed together, cross-referenced automatically

Genesys QA evaluation form import preserves your existing scoring model and maps it to Contact Lens evaluation

Bedrock parses regulatory intent, not just keyword extraction: understands what each clause actually requires

02
What ComplianceGen generates
Complete Contact Lens config, clause-referenced
Keyword lists, pattern matches, sentiment triggers, alert routing, eval forms.

Keyword lists with semantic variants, pattern match conditions, sentiment triggers, alert routing rules, and severity levels

10-question GenAI evaluation form with AI scoring guidance, weighting, and the compliance obligation behind each question

Every rule references the specific source clause: auditors can trace any rule back to its regulatory requirement

Real-time and post-call rules generated separately, each optimised for its detection context

03
How it deploys
API-deployed. Versioned. Reversible.
Push to Connect via API, no manual console configuration.

Push directly to your Connect instance via API: no manual console work, no copy-paste errors

Every deployment versioned in S3 with timestamps and diff history against previous configurations

Rollback to any previous version available instantly, not a restore-from-backup process

Calibration guide included: recommended thresholds, testing procedures, and tuning workflow

Built on AWS

Every service runs in your AWS account.
Here's how ComplianceGen uses them.

Amazon Bedrock
Regulatory intent understanding

Parses compliance documents at the intent level. Understands what each clause requires, not just what words it contains. Maps obligations to Contact Lens configuration types.

Amazon Connect Contact Lens
Direct API deployment

ComplianceGen generates rules in Contact Lens native format and deploys via API. Keyword lists, pattern matches, sentiment triggers, alert rules, and evaluation forms.

AWS Lambda + Amazon S3
Versioned, auditable

Serverless rule generation pipeline. Every configuration version stored in S3 with timestamps, diffs, and rollback capability. Auditable from deployment one.

Vertical baselines

We start from regulatory baselines we have already built. Your documents narrow them to what you actually need.

Healthcare
HIPAA baseline
  • Patient identity verification protocols
  • PHI handling and disclosure detection
  • Breach notification trigger rules
  • Authorisation verification scripts
Financial Services
FCA + TCPA baseline
  • FCA Consumer Duty compliance rules
  • TCPA consent and disclosure monitoring
  • COBS conduct of business rules
  • Vulnerable customer detection (24 terms)
Utilities
Sector baseline
  • Disconnection risk assessment triggers
  • Payment arrangement compliance
  • Outage handling and escalation rules
  • Priority services register detection
The compliance configuration problems we keep seeing

Six compliance configuration realities ComplianceGen was built for.

Migrating from Genesys or Avaya and your compliance config didn't come with you (it was platform-locked, no export).

You are already on Connect but your Contact Lens configuration was built from a generic template, not from your actual regulatory obligations.

Your QA scorecards represent years of refinement and you need that knowledge preserved in the new platform, not rebuilt from scratch.

You need every rule traceable to a specific clause because your regulator will ask and "we configured it based on best practice" is not an answer.

Quoted 2-3 weeks of consultant time to write the Contact Lens config by hand.

You operate under multiple regulatory frameworks that need to coexist in a single Contact Lens configuration without conflict.

Every rule in your Contact Lens configuration
should trace back to a specific compliance obligation.
ComplianceGen makes sure it does.
What customers say

After the engagement ends, ComplianceGen keeps reading your documents and updating the config. Your team owns every line.

JR
Jason Rackear
AWS Sr. Account Manager · the identity platform

Armakuni has been supporting the identity platform for the past 6 months and has exceeded all expectations. Charles loops me into the conversation right away. Armakuni is part of the One Team.

Identity verification · Six months of trusted delivery
EL
Engineering Leadership
Award-winning LMS provider for enterprises and mid-size organizations · Edtech

The Armakuni team demonstrated an impressive ability to earn customer trust and deliver against lofty expectations with the C-Suite. Ruben and team maintained consistent communication and delivery.

Modernization · Lifted onto AWS, owned by the customer
MS
Matt Suckel
Sr. Manager Application Integration · One of the largest cinema networks in the U.S.

Kudos to Armakuni for demonstrating the speed, precision, and partnership needed to turn a high-speed challenge into a success story.

Application integration · Speed under real pressure
TL
Technical Leadership
A Chicago-area media archive and licensing company · Media

Armakuni helped MPI build agentic AI capabilities that work inside our content pipeline. The orchestration layer sits in our AWS account, governed by our IAM, audited by our team. We own every piece of it.

Agentic AI · Owned, not rented
DT
Director of Technology
NHS Wales · Healthcare

NHS Wales needed data access measured in minutes, not days. Armakuni built the platform and transferred every piece of knowledge to our team. When they left, we ran everything.

Data platform · Full handover, no lock-in
EL
Engineering Lead
Santander · BFSI

The transformation at Santander wasn't about new tools. It was about engineering discipline that stuck after the engagement ended. 400 engineers, 40% faster time-to-market.

Engineering discipline · AK Way at scale
TD
Technology Director
Comic Relief · Public

When Comic Relief needed a payments platform for Red Nose Day that could not fail on live television, four Armakuni engineers built it. 500 transactions per second. Zero downtime.

High-stakes systems · Zero downtime delivery
Recent Results

Customers shipping in production with Armakuni.

More customer stories

Compliance configuration that is
audit-ready from day one.

Your documents. Your regulatory obligations. A production-ready Contact Lens configuration with every rule clause-referenced.

Ready to scope it?

30 minutes. Your documents. What ComplianceGen generates.

Contact us
Want to see it first?

2 hours. Free. ComplianceGen on a real compliance document.

Book the Migration Workshop

AWS Premier Tier Services Partner

Ai Services Competency
Amazon Connect Delivery
Aws Lambda Delivery

Active Competencies and Service Delivery Programs relevant to this offering.