AI
Indika/

The data infrastructure behind enterprise-grade AI.

Indika is the data partner regulated enterprises trust to collect, label, structure and continuously monitor the data their AI runs on — audited, compliant and built for production scale.

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Live right now — 12,847 items labeled today across active programs
WHAT WE OFFER

Four stages, one data partner.

BUILDING
Data collection & curation
One clean, governed dataset from scattered raw sources.
Annotation & labeling
Production-ready labels across every modality.
IMPROVING
RLHF & fine-tuning
Expert feedback loops that steer model behavior.
Specialized expert network
Route complex judgment calls to verified domain experts.
EVALUATING
Red-teaming & benchmarking
Stress-test models and catch data drift before it ships.
OPERATIONS
Monitoring & integration
Structured data landing directly in your pipeline.
LIVE PIPELINE
Text · Image · Audio · Video · LiDAR
Ingest & curate
Label & QA
60K+
Human-in-the-loop
Deploy & monitor
2.4M+ items processed99.1% accuracyModel shipped daily
WHY NEUTRALITY MATTERS

The biggest data vendors are now owned by the labs they compete with.

When a data partner takes a stake from — or gets acquired by — a frontier lab, every other lab has to ask where their unreleased model data is really going. Indika isn't owned by any AI lab or hyperscaler. Your data, prompts and model outputs stay exactly where you put them.

Independent ownershipYes
Competes with your modelNever
Data used to train a house modelNever
Vertical compliance depthBuilt-in
Mayo HealthNorthwindVertex LabsAegis BankOrion AIContinuumSolsticeHarborviewMayo HealthNorthwindVertex LabsAegis BankOrion AIContinuumSolsticeHarborview
New Tab
platform.indikaai.com/review/rlhf-042
Task · Preference Ranking · Batch 4/12Clinical intake protocol
Which response better follows the clinical intake protocol?
RESPONSE A · SELECTED
"Confirm onset, duration, and severity of chest pain before assessing radiation. Ask about prior cardiac history and current medications, then flag for triage if pain persists beyond 15 minutes."
RESPONSE B
"Ask the patient how they're feeling and note any pain. Recommend they see a doctor if it doesn't go away soon."
Reviewer: Domain expert · MD, Internal MedicineConsensus: 94%
5+
Years in data-centric AI
60K+
Vetted annotators & experts
25+
Enterprise clients
10+
Industry verticals
100+
Pre-built AI applications

From raw data to a model your business can trust.

The full lifecycle — one partner across ingestion, training, and deployment.
01 — FOUNDATION

Centralize & curate data across every format.

Ingest, clean and unify text, image, audio, video and sensor data into one governed pipeline.

TEXT
IMG
02 — HUMAN INTELLIGENCE

Annotate, align, evaluate.

60,000+ vetted annotators and specialist domain experts label, rank and red-team model outputs.

Warehouse storage scene
pallet · 0.97
pallet · 0.94
03 — DEPLOYMENT

Ship & monitor in production.

Custom dashboards, evaluation suites and APIs keep model quality visible long after go-live.

Full visibility into throughput, quality and workforce.

The platform — every program comes with live dashboards, not a black box.
New Tab
indikaai.com/console
Annotation QA
● Live
Clinical NLP · Batch program
Throughput today
18,240
Accuracy
98.6%
Trend (14d)9.2%
Radiology batch #4821Done
Intake note NERReview
New Tab
indikaai.com/sensor
Sensor Fusion
● Live
AV Fleet · Sensor fusion QA
vehicle · 0.98
vehicle · 0.91
CAM 02
Frames annotated
2.4M
Object precision
99.4%
LiDAR scene #1187Done
New Tab
indikaai.com/rlhf
RLHF Review
● Live
Frontier Model · RLHF review
RESPONSE A · CHOSEN
"Confirm onset and severity before assessing radiation."
RESPONSE B
"Ask how they're feeling, recommend a doctor visit."
Comparisons today
9,140
Rater agreement
94.2%
Preference batch #221Done

One partner for every kind of data your models need.

TEXT
The patient reports chest pain radiating to the left arm.
IMAGE
Object detection sample
pallet · 0.96
AUDIO
VIDEO
LIDAR / 3D

A governed marketplace for datasets and benchmarks.

Beyond services — sourcing, review and benchmarking, in one governed workbench.
Dataset sourcing
Discover and license vetted, licensable datasets across modalities.
Expert annotation
Route any dataset straight into our specialist annotation workforce.
Quality review
Independent audits score every dataset before it ships to your pipeline.
Benchmarking
Score models against curated, domain-specific benchmark suites.

Deep domain expertise, not generic crowdwork.

See all industries →
01
IMAGE · TEXT
Healthcare & Life Sciences
Clinical NLP, medical imaging, radiology and pharmacovigilance annotation.
02
TEXT · DOCS
Legal & Compliance
Contract review, e-discovery and regulatory document classification.
03
TEXT · AUDIO
Financial Services
Fraud signals, KYC documents, earnings-call transcription and evaluation.
04
LIDAR · VIDEO
Autonomous & Mobility
LiDAR, sensor-fusion and multi-camera annotation for AV and robotics.
05
IMAGE · TEXT
Retail & E-commerce
Catalog enrichment, visual search and conversational shopping data.
06
VIDEO · AUDIO
Media & Entertainment
Content moderation, captioning and multilingual localization QA.
07
SECURE
Public Sector
Secure, compliant annotation for government and defense programs.
08
CODE · AGENTS
Developer Tools & Code
Code review, SWE-bench style evals and agentic tool-use RLHF.
BEYOND CROWDSOURCED LABELING

A vetted network of specialists — not anonymous clickwork.

Physicians, litigators, CFAs, senior engineers and linguists apply real expertise to the nuanced judgment calls generic annotation can't get right.

Join as a domain expert →
Board-certified radiologist
Healthcare imaging · 8 yrs · $85/hr
Verified
Corporate litigation attorney
Legal & compliance · 11 yrs · $70/hr
Verified
Senior backend engineer
Code & agentic eval · 6 yrs · $65/hr
Verified
ENTERPRISE TRUST

Security built for regulated industries.

Dedicated, monitored facilities, strict NDAs, and independently audited controls across every engagement.

ISO 27001SOC 2GDPR
NDA-first
Every annotator and expert under strict confidentiality.
Isolated environments
Dedicated, access-controlled workspaces.
Independent audits
Continuous, third-party verified controls.
Data residency
Flexible hosting for regional requirements.

Enterprises don't just outsource labeling to us — they outsource risk.

All
Healthcare
Finance
Frontier Labs
Legal
Retail
Autonomous
★★★★★
HC
"Indika didn't just hand us labeled data — they understood our clinical taxonomy well enough to challenge our own guidelines."
VP of AI
Fortune 500 healthcare provider
★★★★★
FS
"The consensus scoring and audit trail meant our compliance team signed off in days, not months."
Head of Data
Global financial services firm
★★★★★
FL
"We needed senior engineers reviewing agentic tool-use, not generalist raters. That's exactly what showed up."
Research Lead
Frontier AI lab
★★★★★
LG
"Their attorneys caught nuance in liability clauses our own junior associates missed."
General Counsel
Am Law 100 firm
★★★★★
RT
"Catalog enrichment that used to take our team a quarter now ships in weeks."
Head of Search
Global e-commerce marketplace
★★★★★
AV
"LiDAR annotation quality that finally matched the precision our perception stack needed."
Perception Lead
Autonomous vehicle company
★★★★★
FL
"Their red-teaming found failure modes our internal evals never surfaced."
Safety Lead
Frontier AI lab
★★★★★
HC
"Board-certified reviewers, not crowdworkers — that distinction showed up in every deliverable."
Chief Medical Officer
Digital health startup

Flexible enough for a pilot. Rigorous enough for production.

01
Managed Service
End-to-end delivery with a dedicated program team, from scoping to QA.
02
Self-serve Platform + API
Plug our labeling and evaluation tools directly into your pipeline.
03
Channel Partnerships
White-label and reseller programs for SIs, consultancies and platforms.
04
Custom SOW
Bespoke engagements for novel modalities, tight timelines or unique compliance needs.

From first call to production, in four steps.

Scope & pilot
A short, no-cost proof of concept validates approach and quality bar.
Design the pipeline
Guidelines, tooling and expert cohorts configured for your task.
Scale production
Volume ramps with continuous QA, consensus scoring and audits.
Deploy & monitor
Dashboards and APIs track model quality well past go-live.

Ready to make your data your AI advantage?

Talk to our enterprise team about a scoped pilot — no cost to evaluate fit.

Book a demo →Become a channel partner
AI
Indika/

The data foundation enterprises trust to build reliable AI, since 2021.

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