What We Offer

Enterprise AI that
ships to production.

Engage us at the start, middle, or end of your AI journey. The discipline carries across every offering.

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Our approach

Solutions built around how enterprises actually adopt AI.

Most AI programs fail not because the technology is not ready but because the delivery model was never designed for enterprise reality. Four integrated offerings. One continuous journey.

Supercomputing infrastructure
Avira Lab · Sandbox Program
— 01 Avira Lab Recipes that turn capability into outcome.

Every recipe ships with prompts, orchestration spec, test set, guardrails, and docs. Portable to your repository. A cross-functional team that experiments, fails fast, and turns proven concepts into production-ready POVs — scoped to clear success criteria.

How Lab Works

From idea to production POV,
in roughly a month.

01
Shortlisted ideas

Set scope and success goals. Brainstorm with business users, assess feasibility.

02
Quick proof of value

Evaluate technical viability and business outcomes. Go or no-go before moving forward.

03
Productionizing MVP

Deploy. Measure adoption and effectiveness. Ready to expand to enterprise scale.

04
Production ownership

Labs is the runway, not the destination. Clean hand-off to enablement teams.

— 02 Accelerated Delivery Don't build from scratch. Deploy what's already working.

A growing library of production recipes — each shipping with prompts, orchestration spec, test set, guardrails, and docs. Lift the pattern, adapt the domain, go live in weeks. Domain-Specific Solutions are co-built with your SMEs and productionized in 3 to 4 weeks.

12wk→3danalysis turnaround
Life SciencesProductionMature

Insight360° Social & Open Data Listening

Decode complex signals across HCP networks, congresses, and publications. The 3i framework powers continuous insight generation — influence circles, sentiment evolution, Key Opinion Leader engagement, and unmet-needs detection.

Agentic sentimentNetwork mappingKOL signal extractionRising stars detectionReal-time dashboards
95%match to manually-curated themes
Life SciencesProductionMature

Medical Affairs Evidence Generation

Accelerate evidence discovery, synthesis, and drafting support. Gap detection, comparator analysis, theme normalization, and SME-validated theme generation at scale. Full lineage from conversation to theme.

Evidence gap finderGap comparatorQuery orchestratorTheme normalizationSME validation loop
Hoursvs. days for filings review
Financial ServicesProduction

10-K & Filings Operations

Extract, compare, and operationalize insights from filings. Cross-quarter delta detection, footnote analysis, language-change flagging, and auditable lineage. Ships with a normalization layer that handles formatting drift across years.

Cross-quarter deltaFootnote analyzerRisk-factor detectionCitation lineageXBRL parsing
Real-timevs. quarterly market scans
Cross-VerticalProduction

Research & Competitive Intelligence

Track competitors, summarize signals, and generate actionable insight. Key Opinion Leader(KOL)/Healthcare Professional(HCP) network mapping, rising stars detection, and sentiment evolution tracking pre and post data readouts.

KOL network mappingRising stars detectionSentiment evolutionMulti-source ingestionInfluence scoring
90-daypilots demonstrate value in weeks
Life SciencesSportsBFSI

Social Media Listening

Detect themes, sentiment, risks, and emerging topics from large signal streams. Brand sentiment tracking, PR risk early-detection, and sponsor ROI quantification through earned-media impact.

Sentiment classificationTheme detectionPR risk flagsEngagement metricsInfluence reach
90%of insights fully automated
Life SciencesProduction

Medical Insights (Prism)

Automate insight generation from medical conversations and HCP interactions. Multi-category analysis across efficacy, safety, dosage, and unmet needs. Produces humanized, normalized themes with full lineage.

Theme normalizationMulti-category analysisConversation lineageData-gap detection
Livevs. post-event analysis
SportsEmerging

Fan Economy Intelligence

Real-time fan sentiment for leagues, sponsors, and digital leaders. PR risk detection for athlete branding, sponsorship effectiveness via earned-media impact, and engagement benchmarking against competitors.

Live fan sentimentAthlete brand monitoringSponsorship ROIEngagement benchmarking
3 to 4 wksto productionizable MVP
CustomBespoke

Domain-Specific Solutions

Tailor agent workflows to your operational or knowledge tasks. Co-built with your SMEs, production-ready POV in 3 to 4 weeks. Every custom solution becomes a candidate for the recipe library.

SME co-buildProduction POVArchitecture Decision RecordLock-in analysis
— 03 AI Rollout & Governance
Built to roll out. Engineered to last.

Most enterprise AI programs stall not because the technology fails but because the foundation was never built. We lay four planes before a single user goes live.

Enterprise AI Foundation — Four Planes of Deployment
Security infrastructure
01

Control Plane

Technical foundation and guardrails

LLM Gateway

Single entry for all model access with routing, rate limits, and safety guardrails

Observability

Tracing, evaluation, prompt monitoring, and cost visibility

Identity & Access

SSO, RBAC, tenant restrictions to prevent shadow AI

Data Protection

Zero data retention by default, encryption in transit and at rest

Policy and compliance
02

Policy Plane

Rules, compliance and governance

Usage Policies

Acceptable use, data handling, and model usage policies enforced

Data Classification

Green / Amber / Red tiering with automated policy enforcement

Compliance & Regulatory

HIPAA, GDPR, SOC 2 alignment with audit-ready controls

Approval Workflows

Use case intake, risk review, and change management

Team enablement
03

Enablement Plane

People, adoption and experience

User Enablement

Role-based training, playbooks, certifications

Use Case Factory

Curated library of high-value use cases and templates

Champions Network

Identify and empower champions across functions

Change Management

Communication, feedback loops, and adoption measurement

Risk monitoring dashboard
04

Risk & Monitoring

Continuous assurance and improvement

Risk Detection

Monitor for policy violations, jailbreaks, and data leakage

Continuous Monitoring

Real-time dashboards for usage, quality, latency, and cost

Audit & Retention

Immutable audit trail with 7-year retention for compliance

Continuous Improvement

Evaluate, learn, and optimize models, prompts, and processes

Secure by Design
Governed by Policy
Adopted at Scale
Monitored Continuously
Trusted
Built on security, privacy, and compliance
Scalable
Designed to grow across teams, use cases, and regions
Measurable
Track impact, ROI, and business outcomes
Sustainable
Continuous value creation through governance and learning
AI infrastructure
We are moving from fragmented data to a closed-loop intelligence system that scales insight and accelerates impact.
— 04 Decision Intelligence From fragmented data to decisions that compound.

Most enterprises have data. Few have intelligence. We build a closed-loop system that continuously learns from every action it takes — getting smarter with every cycle. Powered by AI. Guided by human intelligence.

CLOSED-LOOP INTELLIGENCE Apply context Execute at scale Measure impact Activate data DATA LIQUIDITY 01 INSTITUTIONAL INTELLIGENCE 02 AGENTIC EXECUTION 03 MEASURABLE IMPACT 04
01
Data Liquidity
Unify and activate all sources.

Internal, external, unstructured, real-time, and third-party data. Heterogeneous data ingested, governed, standardized, and continuously updated.

Right Data · Always Ready
02
Institutional Intelligence
Apply context, create trust.

Business knowledge, KPIs, hierarchies, analytical models, and knowledge graphs transform raw data into trusted, contextualized, actionable intelligence.

Right Context · Always Applied
03
Agentic Execution
Intelligence at scale.

AI agents operationalize institutional intelligence. Insight generation, automated analysis, decision support, proactive risk detection, and workflow automation.

Right Action · Always Grounded
04
Measurable Impact
Outcomes that keep improving.

Faster decisions. Productivity gains. Scaled insights across teams, regions, and functions. Measurable ROI tracked continuously across people, processes, and performance.

Right Impact · Always Visible
CONTINUOUS LEARNING LOOP
New data and signals generated
→
Models and knowledge continuously improve
→
Actions and outcomes captured
→
Feedback feeds the system to make it smarter
10×
faster agent builds
with Athena recipe library
4 to 6
weeks from concept
to working prototype
Inc.5K
honoree 2023 & 2025
Everest PEAK Matrix
3+
enterprise verticals
with production-ready recipes
The delivery model

Three gears, one engine.

Recipe-driven engineering on the build side. Hyperscaler-compatible architecture on the deploy side. Governance and observability woven into the operate side.

B

Build

Recipe-driven solution design with domain adaptation for real business tasks.

  • Agent design and orchestration
  • Retrieval, reasoning, and action patterns
  • Workflow composition with MCP framework
  • Recipe-driven, repeatable engineering
  • Domain adaptation with first-use design
D

Deploy

We deploy into complex enterprise environments with the right fit every time.

  • Hyperscaler-compatible architectures
  • Engine-only deployment when that is the right fit
  • Coexistence with existing tooling and agents
  • Fast viability testing inside the enterprise ecosystem
O

Operate

Governance and observability woven into the lifecycle from day one.

  • Guardrails and policy enforcement at runtime
  • Testing, validation, and real-time simulation
  • Rapid iteration without destabilizing production
  • Continuous drift and cost monitoring
Start the conversation

Start with a conversation,
not a contract.

Tell us where you are trying to go. We will tell you which offering fits and exactly how fast you can get there.

Schedule a discovery call Explore the Athena platform